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Computer Science Department Dissertations Collection

Dissertations from 2024 2024.

Enabling Privacy and Trust in Edge AI Systems , Akanksha Atrey, Computer Science

Generative Language Models for Personalized Information Understanding , Pengshan Cai, Computer Science

Towards Automatic and Robust Variational Inference , Tomas Geffner, Computer Science

Multi-SLAM Systems for Fault-Tolerant Simultaneous Localization and Mapping , Samer Nashed, Computer Science

Policy Gradient Methods: Analysis, Misconceptions, and Improvements , Christopher P. Nota, Computer Science

Data to science with AI and human-in-the-loop , Gustavo Perez Sarabia, Computer Science

Question Answering By Case-Based Reasoning With Textual Evidence , Dung N. Thai, Computer Science

Dissertations from 2023 2023

An Introspective Approach for Competence-Aware Autonomy , Connor Basich, Computer Science

Foundations of Node Representation Learning , Sudhanshu Chanpuriya, Computer Science

Learning to See with Minimal Human Supervision , Zezhou Cheng, Computer Science

IMPROVING USER EXPERIENCE BY OPTIMIZING CLOUD SERVICES , Ishita Dasgupta, Computer Science

Automating the Formal Verification of Software , Emily First, Computer Science

Learning from Sequential User Data: Models and Sample-efficient Algorithms , Aritra Ghosh, Computer Science

Human-Centered Technologies for Inclusive Collection and Analysis of Public-Generated Data , Mahmood Jasim, Computer Science

Rigorous Experimentation For Reinforcement Learning , Scott M. Jordan, Computer Science

Towards Robust Long-form Text Generation Systems , Kalpesh Krishna, Computer Science

Emerging Trustworthiness Issues in Distributed Learning Systems , Hamid Mozaffari, Computer Science

TOWARDS RELIABLE CIRCUMVENTION OF INTERNET CENSORSHIP , Milad nasresfahani, Computer Science

Evidence Assisted Learning for Clinical Decision Support Systems , Bhanu Pratap Singh Rawat, Computer Science

DESIGN AND ANALYSIS OF CONTENT CACHING SYSTEMS , Anirudh Sabnis, Computer Science

Quantifying and Enhancing the Security of Federated Learning , Virat Vishnu Shejwalkar, Computer Science

Effective and Efficient Transfer Learning in the Era of Large Language Models , Tu Vu, Computer Science

Data-driven Modeling and Analytics for Greening the Energy Ecosystem , John Wamburu, Computer Science

Bayesian Structural Causal Inference with Probabilistic Programming , Sam A. Witty, Computer Science

LEARNING TO RIG CHARACTERS , Zhan Xu, Computer Science

GRAPH REPRESENTATION LEARNING WITH BOX EMBEDDINGS , Dongxu Zhang, Computer Science

Dissertations from 2022 2022

COMBINATORIAL ALGORITHMS FOR GRAPH DISCOVERY AND EXPERIMENTAL DESIGN , Raghavendra K. Addanki, Computer Science

MEASURING NETWORK INTERFERENCE AND MITIGATING IT WITH DNS ENCRYPTION , Seyed Arian Akhavan Niaki, Computer Science

Few-Shot Natural Language Processing by Meta-Learning Without Labeled Data , Trapit Bansal, Computer Science

Communicative Information Visualizations: How to make data more understandable by the general public , Alyxander Burns, Computer Science

REINFORCEMENT LEARNING FOR NON-STATIONARY PROBLEMS , Yash Chandak, Computer Science

Modeling the Multi-mode Distribution in Self-Supervised Language Models , Haw-Shiuan Chang, Computer Science

Nonparametric Contextual Reasoning for Question Answering over Large Knowledge Bases , Rajarshi Das, Computer Science

Languages and Compilers for Writing Efficient High-Performance Computing Applications , Abhinav Jangda, Computer Science

Controllable Neural Synthesis for Natural Images and Vector Art , Difan Liu, Computer Science

Probabilistic Commonsense Knowledge , Xiang Li, Computer Science

DISTRIBUTED LEARNING ALGORITHMS: COMMUNICATION EFFICIENCY AND ERROR RESILIENCE , Raj Kumar Maity, Computer Science

Practical Methods for High-Dimensional Data Publication with Differential Privacy , Ryan H. McKenna, Computer Science

Incremental Non-Greedy Clustering at Scale , Nicholas Monath, Computer Science

High-Quality Automatic Program Repair , Manish Motwani, Computer Science

Unobtrusive Assessment of Upper-Limb Motor Impairment Using Wearable Inertial Sensors , Brandon R. Oubre, Computer Science

Mixture Models in Machine Learning , Soumyabrata Pal, Computer Science

Decision Making with Limited Data , Kieu My Phan, Computer Science

Neural Approaches for Language-Agnostic Search and Recommendation , Hamed Rezanejad Asl Bonab, Computer Science

Low Resource Language Understanding in Voice Assistants , Subendhu Rongali, Computer Science

Enabling Daily Tracking of Individual’s Cognitive State With Eyewear , Soha Rostaminia, Computer Science

LABELED MODULES IN PROGRAMS THAT EVOLVE , Anil K. Saini, Computer Science

Reliable Decision-Making with Imprecise Models , Sandhya Saisubramanian, Computer Science

Data Scarcity in Event Analysis and Abusive Language Detection , Sheikh Muhammad Sarwar, Computer Science

Representation Learning for Shape Decomposition, By Shape Decomposition , Gopal Sharma, Computer Science

Metareasoning for Planning and Execution in Autonomous Systems , Justin Svegliato, Computer Science

Approximate Bayesian Deep Learning for Resource-Constrained Environments , Meet Prakash Vadera, Computer Science

ANSWER SIMILARITY GROUPING AND DIVERSIFICATION IN QUESTION ANSWERING SYSTEMS , Lakshmi Nair Vikraman, Computer Science

Dissertations from 2021 2021

Neural Approaches to Feedback in Information Retrieval , Keping Bi, Computer Science

Sociolinguistically Driven Approaches for Just Natural Language Processing , Su Lin Blodgett, Computer Science

Enabling Declarative and Scalable Prescriptive Analytics in Relational Data , Matteo Brucato, Computer Science

Neural Methods for Answer Passage Retrieval over Sparse Collections , Daniel Cohen, Computer Science

Utilizing Graph Structure for Machine Learning , Stefan Dernbach, Computer Science

Enhancing Usability and Explainability of Data Systems , Anna Fariha, Computer Science

Algorithms to Exploit Data Sparsity , Larkin H. Flodin, Computer Science

3D Shape Understanding and Generation , Matheus Gadelha, Computer Science

Robust Algorithms for Clustering with Applications to Data Integration , Sainyam Galhotra, Computer Science

Improving Evaluation Methods for Causal Modeling , Amanda Gentzel, Computer Science

SAFE AND PRACTICAL MACHINE LEARNING , Stephen J. Giguere, Computer Science

COMPACT REPRESENTATIONS OF UNCERTAINTY IN CLUSTERING , Craig Stuart Greenberg, Computer Science

Natural Language Processing for Lexical Corpus Analysis , Abram Kaufman Handler, Computer Science

Social Measurement and Causal Inference with Text , Katherine A. Keith, Computer Science

Concentration Inequalities in the Wild: Case Studies in Blockchain & Reinforcement Learning , A. Pinar Ozisik, Computer Science

Resource Allocation in Distributed Service Networks , Nitish Kumar Panigrahy, Computer Science

History Modeling for Conversational Information Retrieval , Chen Qu, Computer Science

Design and Implementation of Algorithms for Traffic Classification , Fatemeh Rezaei, Computer Science

SCALING DOWN THE ENERGY COST OF CONNECTING EVERYDAY OBJECTS TO THE INTERNET , Mohammad Rostami, Computer Science

Deep Learning Models for Irregularly Sampled and Incomplete Time Series , Satya Narayan Shukla, Computer Science

Traffic engineering in planet-scale cloud networks , Rachee Singh, Computer Science

Video Adaptation for High-Quality Content Delivery , Kevin Spiteri, Computer Science

Learning from Limited Labeled Data for Visual Recognition , Jong-Chyi Su, Computer Science

Human Mobility Monitoring using WiFi: Analysis, Modeling, and Applications , Amee Trivedi, Computer Science

Geometric Representation Learning , Luke Vilnis, Computer Science

Understanding of Visual Domains via the Lens of Natural Language , Chenyun Wu, Computer Science

Towards Practical Differentially Private Mechanism Design and Deployment , Dan Zhang, Computer Science

Audio-driven Character Animation , Yang Zhou, Computer Science

Dissertations from 2020 2020

Noise-Aware Inference for Differential Privacy , Garrett Bernstein, Computer Science

Motion Segmentation - Segmentation of Independently Moving Objects in Video , Pia Katalin Bideau, Computer Science

An Empirical Assessment of the Effectiveness of Deception for Cyber Defense , Kimberly J. Ferguson-Walter, Computer Science

Integrating Recognition and Decision Making to Close the Interaction Loop for Autonomous Systems , Richard Freedman, Computer Science

Improving Reinforcement Learning Techniques by Leveraging Prior Experience , Francisco M. Garcia, Computer Science

Optimization and Training of Generational Garbage Collectors , Nicholas Jacek, Computer Science

Understanding the Dynamic Visual World: From Motion to Semantics , Huaizu Jiang, Computer Science

Improving Face Clustering in Videos , SouYoung Jin, Computer Science

Reasoning About User Feedback Under Identity Uncertainty in Knowledge Base Construction , Ariel Kobren, Computer Science

Learning Latent Characteristics of Data and Models using Item Response Theory , John P. Lalor, Computer Science

Higher-Order Representations for Visual Recognition , Tsung-Yu Lin, Computer Science

Learning from Irregularly-Sampled Time Series , Steven Cheng-Xian Li, Computer Science

Dynamic Composition of Functions for Modular Learning , Clemens GB Rosenbaum, Computer Science

Improving Visual Recognition With Unlabeled Data , Aruni Roy Chowdhury, Computer Science

Deep Neural Networks for 3D Processing and High-Dimensional Filtering , Hang Su, Computer Science

Towards Optimized Traffic Provisioning and Adaptive Cache Management for Content Delivery , Aditya Sundarrajan, Computer Science

The Limits of Location Privacy in Mobile Devices , Keen Yuun Sung, Computer Science

ALGORITHMS FOR MASSIVE, EXPENSIVE, OR OTHERWISE INCONVENIENT GRAPHS , David Tench, Computer Science

System Design for Digital Experimentation and Explanation Generation , Emma Tosch, Computer Science

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Home > FACULTIES > Computer Science > CSD-ETD

Computer Science Theses and Dissertations

This collection contains theses and dissertations from the Department of Computer Science, collected from the Scholarship@Western Electronic Thesis and Dissertation Repository

Theses/Dissertations from 2024 2024

A Target-Based and A Targetless Extrinsic Calibration Methods for Thermal Camera and 3D LiDAR , Farhad Dalirani

Investigating Tree- and Graph-based Neural Networks for Natural Language Processing Applications , Sudipta Singha Roy

Theses/Dissertations from 2023 2023

Classification of DDoS Attack with Machine Learning Architectures and Exploratory Analysis , Amreen Anbar

Multi-view Contrastive Learning for Unsupervised Domain Adaptation in Brain-Computer Interfaces , Sepehr Asgarian

Improved Protein Sequence Alignments Using Deep Learning , Seyed Sepehr Ashrafzadeh

INVESTIGATING IMPROVEMENTS TO MESH INDEXING , Anurag Bhattacharjee

Algorithms and Software for Oligonucleotide Design , Qin Dong

Framework for Assessing Information System Security Posture Risks , Syed Waqas Hamdani

De novo sequencing of multiple tandem mass spectra of peptide containing SILAC labeling , Fang Han

Local Model Agnostic XAI Methodologies Applied to Breast Cancer Malignancy Predictions , Heather Hartley

A Quantitative Analysis Between Software Quality Posture and Bug-fixing Commit , Rongji He

A Novel Method for Assessment of Batch Effect on single cell RNA sequencing data , Behnam Jabbarizadeh

Dynamically Finding Optimal Kernel Launch Parameters for CUDA Programs , Taabish Jeshani

Citation Polarity Identification From Scientific Articles Using Deep Learning Methods , Souvik Kundu

Denoising-Based Domain Adaptation Network for EEG Source Imaging , Runze Li

Decoy-Target Database Strategy and False Discovery Rate Analysis for Glycan Identification , Xiaoou Li

DpNovo: A DEEP LEARNING MODEL COMBINED WITH DYNAMIC PROGRAMMING FOR DE NOVO PEPTIDE SEQUENCING , Yizhou Li

Developing A Smart Home Surveillance System Using Autonomous Drones , Chongju Mai

Look-Ahead Selective Plasticity for Continual Learning , Rouzbeh Meshkinnejad

The Two Visual Processing Streams Through The Lens Of Deep Neural Networks , Aidasadat Mirebrahimi Tafreshi

Source-free Domain Adaptation for Sleep Stage Classification , Yasmin Niknam

Data Heterogeneity and Its Implications for Fairness , Ghazaleh Noroozi

Enhancing Urban Life: A Policy-Based Autonomic Smart City Management System for Efficient, Sustainable, and Self-Adaptive Urban Environments , Elham Okhovat

Evaluating the Likelihood of Bug Inducing Commits Using Metrics Trend Analysis , Parul Parul

On Computing Optimal Repairs for Conditional Independence , Alireza Pirhadi

Open-Set Source-Free Domain Adaptation in Fundus Images Analysis , Masoud Pourreza

Migration in Edge Computing , Arshin Rezazadeh

A Modified Hopfield Network for the K-Median Problem , Cody Rossiter

Predicting Network Failures with AI Techniques , Chandrika Saha

Toward Building an Intelligent and Secure Network: An Internet Traffic Forecasting Perspective , Sajal Saha

An Exploration of Visual Analytic Techniques for XAI: Applications in Clinical Decision Support , Mozhgan Salimiparsa

Attention-based Multi-Source-Free Domain Adaptation for EEG Emotion Recognition , Amir Hesam Salimnia

Global Cyber Attack Forecast using AI Techniques , Nusrat Kabir Samia

IMPLEMENTATION OF A PRE-ASSESSMENT MODULE TO IMPROVE THE INITIAL PLAYER EXPERIENCE USING PREVIOUS GAMING INFORMATION , Rafael David Segistan Canizales

A Computational Framework For Identifying Relevant Cell Types And Specific Regulatory Mechanisms In Schizophrenia Using Data Integration Methods , Kayvan Shabani

Weakly-Supervised Anomaly Detection in Surveillance Videos Based on Two-Stream I3D Convolution Network , Sareh Soltani Nejad

Smartphone Loss Prevention System Using BLE and GPS Technology , Noshin Tasnim

A Hybrid Continual Machine Learning Model for Efficient Hierarchical Classification of Domain-Specific Text in The Presence of Class Overlap (Case Study: IT Support Tickets) , Yasmen M. Wahba

Reducing Negative Transfer of Random Data in Source-Free Unsupervised Domain Adaptation , Anthony Wong

Deep Neural Methods for True/Pseudo- Invasion Classification in Colorectal Polyp Whole-Slide Images , Zhiyuan Yang

Developing a Relay-based Autonomous Drone Delivery System , Muhammad Zakar

Learning Mortality Risk for COVID-19 Using Machine Learning and Statistical Methods , Shaoshi Zhang

Machine Learning Techniques for Improved Functional Brain Parcellation , Da Zhi

Theses/Dissertations from 2022 2022

The Design and Implementation of a High-Performance Polynomial System Solver , Alexander Brandt

Defining Service Level Agreements in Serverless Computing , Mohamed Elsakhawy

Algorithms for Regular Chains of Dimension One , Juan P. Gonzalez Trochez

Towards a Novel and Intelligent e-commerce Framework for Smart-Shopping Applications , Susmitha Hanumanthu

Multi-Device Data Analysis for Fault Localization in Electrical Distribution Grids , Jacob D L Hunte

Towards Parking Lot Occupancy Assessment Using Aerial Imagery and Computer Vision , John Jewell

Potential of Vision Transformers for Advanced Driver-Assistance Systems: An Evaluative Approach , Andrew Katoch

Psychological Understanding of Textual journals using Natural Language Processing approaches , Amirmohammad Kazemeinizadeh

Driver Behavior Analysis Based on Real On-Road Driving Data in the Design of Advanced Driving Assistance Systems , Nima Khairdoost

Solving Challenges in Deep Unsupervised Methods for Anomaly Detection , Vahid Reza Khazaie

Developing an Efficient Real-Time Terrestrial Infrastructure Inspection System Using Autonomous Drones and Deep Learning , Marlin Manka

Predictive Modelling For Topic Handling Of Natural Language Dialogue With Virtual Agents , Lareina Milambiling

Improving Deep Entity Resolution by Constraints , Soudeh Nilforoushan

Respiratory Pattern Analysis for COVID-19 Digital Screening Using AI Techniques , Annita Tahsin Priyoti

Extracting Microservice Dependencies Using Log Analysis , Andres O. Rodriguez Ishida

False Discovery Rate Analysis for Glycopeptide Identification , Shun Saito

Towards a Generalization of Fulton's Intersection Multiplicity Algorithm , Ryan Sandford

An Investigation Into Time Gazed At Traffic Objects By Drivers , Kolby R. Sarson

Exploring Artificial Intelligence (AI) Techniques for Forecasting Network Traffic: Network QoS and Security Perspectives , Ibrahim Mohammed Sayem

A Unified Representation and Deep Learning Architecture for Persuasive Essays in English , Muhammad Tawsif Sazid

Towards the development of a cost-effective Image-Sensing-Smart-Parking Systems (ISenSmaP) , Aakriti Sharma

Advances in the Automatic Detection of Optimization Opportunities in Computer Programs , Delaram Talaashrafi

Reputation-Based Trust Assessment of Transacting Service Components , Konstantinos Tsiounis

Fully Autonomous UAV Exploration in Confined and Connectionless Environments , Kirk P. Vander Ploeg

Three Contributions to the Theory and Practice of Optimizing Compilers , Linxiao Wang

Developing Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach , Wumian Wang

Predicting and Modifying Memorability of Images , Mohammad Younesi

Theses/Dissertations from 2021 2021

Generating Effective Sentence Representations: Deep Learning and Reinforcement Learning Approaches , Mahtab Ahmed

A Physical Layer Framework for a Smart City Using Accumulative Bayesian Machine Learning , Razan E. AlFar

Load Balancing and Resource Allocation in Smart Cities using Reinforcement Learning , Aseel AlOrbani

Contrastive Learning of Auditory Representations , Haider Al-Tahan

Cache-Friendly, Modular and Parallel Schemes For Computing Subresultant Chains , Mohammadali Asadi

Protein Interaction Sites Prediction using Deep Learning , Sourajit Basak

Predicting Stock Market Sector Sentiment Through News Article Based Textual Analysis , William A. Beldman

Improving Reader Motivation with Machine Learning , Tanner A. Bohn

A Black-box Approach for Containerized Microservice Monitoring in Fog Computing , Shi Chang

Visualization and Interpretation of Protein Interactions , Dipanjan Chatterjee

A Framework for Characterising Performance in Multi-Class Classification Problems with Applications in Cancer Single Cell RNA Sequencing , Erik R. Christensen

Exploratory Search with Archetype-based Language Models , Brent D. Davis

Evolutionary Design of Search and Triage Interfaces for Large Document Sets , Jonathan A. Demelo

Building Effective Network Security Frameworks using Deep Transfer Learning Techniques , Harsh Dhillon

A Deep Topical N-gram Model and Topic Discovery on COVID-19 News and Research Manuscripts , Yuan Du

Automatic extraction of requirements-related information from regulatory documents cited in the project contract , Sara Fotouhi

Developing a Resource and Energy Efficient Real-time Delivery Scheduling Framework for a Network of Autonomous Drones , Gopi Gugan

A Visual Analytics System for Rapid Sensemaking of Scientific Documents , Amirreza Haghverdiloo Barzegar

Calibration Between Eye Tracker and Stereoscopic Vision System Employing a Linear Closed-Form Perspective-n-Point (PNP) Algorithm , Mohammad Karami

Fuzzy and Probabilistic Rule-Based Approaches to Identify Fault Prone Files , Piyush Kumar Korlepara

Parallel Arbitrary-precision Integer Arithmetic , Davood Mohajerani

A Technique for Evaluating the Health Status of a Software Module Using Process Metrics , . Ria

Visual Analytics for Performing Complex Tasks with Electronic Health Records , Neda Rostamzadeh

Predictive Model of Driver's Eye Fixation for Maneuver Prediction in the Design of Advanced Driving Assistance Systems , Mohsen Shirpour

A Generative-Discriminative Approach to Human Brain Mapping , Deepanshu Wadhwa

WesternAccelerator：Rapid Development of Microservices , Haoran Wei

A Lightweight and Explainable Citation Recommendation System , Juncheng Yin

Mitosis Detection from Pathology Images , Jinhang Zhang

Theses/Dissertations from 2020 2020

Visual Analytics of Electronic Health Records with a focus on Acute Kidney Injury , Sheikh S. Abdullah

Towards the Development of Network Service Cost Modeling-An ISP Perspective , Yasmeen Ali

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Digital Commons @ USF > College of Engineering > Computer Science and Engineering > Theses and Dissertations

Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

Refining the Machine Learning Pipeline for US-based Public Transit Systems , Jennifer Adorno

Insect Classification and Explainability from Image Data via Deep Learning Techniques , Tanvir Hossain Bhuiyan

Brain-Inspired Spatio-Temporal Learning with Application to Robotics , Thiago André Ferreira Medeiros

Evaluating Methods for Improving DNN Robustness Against Adversarial Attacks , Laureano Griffin

Analyzing Multi-Robot Leader-Follower Formations in Obstacle-Laden Environments , Zachary J. Hinnen

Secure Lightweight Cryptographic Hardware Constructions for Deeply Embedded Systems , Jasmin Kaur

A Psychometric Analysis of Natural Language Inference Using Transformer Language Models , Antonio Laverghetta Jr.

Graph Analysis on Social Networks , Shen Lu

Deep Learning-based Automatic Stereology for High- and Low-magnification Images , Hunter Morera

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai Ng Lugo

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai NG Lugo

Automated Approaches to Enable Innovative Civic Applications from Citizen Generated Imagery , Hye Seon Yi

Theses/Dissertations from 2022 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets , Kaoutar Ben Ahmed

Task Progress Assessment and Monitoring Using Self-Supervised Learning , Sainath Reddy Bobbala

Towards More Task-Generalized and Explainable AI Through Psychometrics , Alec Braynen

A Multiple Input Multiple Output Framework for the Automatic Optical Fractionator-based Cell Counting in Z-Stacks Using Deep Learning , Palak Dave

On the Reliability of Wearable Sensors for Assessing Movement Disorder-Related Gait Quality and Imbalance: A Case Study of Multiple Sclerosis , Steven Díaz Hernández

Securing Critical Cyber Infrastructures and Functionalities via Machine Learning Empowered Strategies , Tao Hou

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation , Fred Mubang

A Study of Deep Learning Silhouette Extractors for Gait Recognition , Sneha Oladhri

Analyzing Decision-making in Robot Soccer for Attacking Behaviors , Justin Rodney

Generative Spatio-Temporal and Multimodal Analysis of Neonatal Pain , Md Sirajus Salekin

Secure Hardware Constructions for Fault Detection of Lattice-based Post-quantum Cryptosystems , Ausmita Sarker

Adaptive Multi-scale Place Cell Representations and Replay for Spatial Navigation and Learning in Autonomous Robots , Pablo Scleidorovich

Predicting the Number of Objects in a Robotic Grasp , Utkarsh Tamrakar

Humanoid Robot Motion Control for Ramps and Stairs , Tommy Truong

Preventing Variadic Function Attacks Through Argument Width Counting , Brennan Ward

Theses/Dissertations from 2021 2021

Knowledge Extraction and Inference Based on Visual Understanding of Cooking Contents , Ahmad Babaeian Babaeian Jelodar

Efficient Post-Quantum and Compact Cryptographic Constructions for the Internet of Things , Rouzbeh Behnia

Efficient Hardware Constructions for Error Detection of Post-Quantum Cryptographic Schemes , Alvaro Cintas Canto

Using Hyper-Dimensional Spanning Trees to Improve Structure Preservation During Dimensionality Reduction , Curtis Thomas Davis

Design, Deployment, and Validation of Computer Vision Techniques for Societal Scale Applications , Arup Kanti Dey

AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing , Hamza Elhamdadi

Automatic Detection of Vehicles in Satellite Images for Economic Monitoring , Cole Hill

Analysis of Contextual Emotions Using Multimodal Data , Saurabh Hinduja

Data-driven Studies on Social Networks: Privacy and Simulation , Yasanka Sameera Horawalavithana

Automated Identification of Stages in Gonotrophic Cycle of Mosquitoes Using Computer Vision Techniques , Sherzod Kariev

Exploring the Use of Neural Transformers for Psycholinguistics , Antonio Laverghetta Jr.

Secure VLSI Hardware Design Against Intellectual Property (IP) Theft and Cryptographic Vulnerabilities , Matthew Dean Lewandowski

Turkic Interlingua: A Case Study of Machine Translation in Low-resource Languages , Jamshidbek Mirzakhalov

Automated Wound Segmentation and Dimension Measurement Using RGB-D Image , Chih-Yun Pai

Constructing Frameworks for Task-Optimized Visualizations , Ghulam Jilani Abdul Rahim Quadri

Trilateration-Based Localization in Known Environments with Object Detection , Valeria M. Salas Pacheco

Recognizing Patterns from Vital Signs Using Spectrograms , Sidharth Srivatsav Sribhashyam

Recognizing Emotion in the Wild Using Multimodal Data , Shivam Srivastava

A Modular Framework for Multi-Rotor Unmanned Aerial Vehicles for Military Operations , Dante Tezza

Human-centered Cybersecurity Research — Anthropological Findings from Two Longitudinal Studies , Anwesh Tuladhar

Learning State-Dependent Sensor Measurement Models To Improve Robot Localization Accuracy , Troi André Williams

Human-centric Cybersecurity Research: From Trapping the Bad Guys to Helping the Good Ones , Armin Ziaie Tabari

Theses/Dissertations from 2020 2020

Classifying Emotions with EEG and Peripheral Physiological Data Using 1D Convolutional Long Short-Term Memory Neural Network , Rupal Agarwal

Keyless Anti-Jamming Communication via Randomized DSSS , Ahmad Alagil

Active Deep Learning Method to Automate Unbiased Stereology Cell Counting , Saeed Alahmari

Composition of Atomic-Obligation Security Policies , Yan Cao Albright

Action Recognition Using the Motion Taxonomy , Maxat Alibayev

Sentiment Analysis in Peer Review , Zachariah J. Beasley

Spatial Heterogeneity Utilization in CT Images for Lung Nodule Classication , Dmitrii Cherezov

Feature Selection Via Random Subsets Of Uncorrelated Features , Long Kim Dang

Unifying Security Policy Enforcement: Theory and Practice , Shamaria Engram

PsiDB: A Framework for Batched Query Processing and Optimization , Mehrad Eslami

Composition of Atomic-Obligation Security Policies , Danielle Ferguson

Algorithms To Profile Driver Behavior From Zero-permission Embedded Sensors , Bharti Goel

The Efficiency and Accuracy of YOLO for Neonate Face Detection in the Clinical Setting , Jacqueline Hausmann

Beyond the Hype: Challenges of Neural Networks as Applied to Social Networks , Anthony Hernandez

Privacy-Preserving and Functional Information Systems , Thang Hoang

Managing Off-Grid Power Use for Solar Fueled Residences with Smart Appliances, Prices-to-Devices and IoT , Donnelle L. January

Novel Bit-Sliced In-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices , Rajeev Joshi

Edge Computing for Deep Learning-Based Distributed Real-time Object Detection on IoT Constrained Platforms at Low Frame Rate , Lakshmikavya Kalyanam

Establishing Topological Data Analysis: A Comparison of Visualization Techniques , Tanmay J. Kotha

Machine Learning for the Internet of Things: Applications, Implementation, and Security , Vishalini Laguduva Ramnath

System Support of Concurrent Database Query Processing on a GPU , Hao Li

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced) , Renhao Liu

Countermeasures Against Various Network Attacks Using Machine Learning Methods , Yi Li

Towards Safe Power Oversubscription and Energy Efficiency of Data Centers , Sulav Malla

Design of Support Measures for Counting Frequent Patterns in Graphs , Jinghan Meng

Automating the Classification of Mosquito Specimens Using Image Processing Techniques , Mona Minakshi

Models of Secure Software Enforcement and Development , Hernan M. Palombo

Functional Object-Oriented Network: A Knowledge Representation for Service Robotics , David Andrés Paulius Ramos

Lung Nodule Malignancy Prediction from Computed Tomography Images Using Deep Learning , Rahul Paul

Algorithms and Framework for Computing 2-body Statistics on Graphics Processing Units , Napath Pitaksirianan

Efficient Viewshed Computation Algorithms On GPUs and CPUs , Faisal F. Qarah

Relational Joins on GPUs for In-Memory Database Query Processing , Ran Rui

Micro-architectural Countermeasures for Control Flow and Misspeculation Based Software Attacks , Love Kumar Sah

Efficient Forward-Secure and Compact Signatures for the Internet of Things (IoT) , Efe Ulas Akay Seyitoglu

Detecting Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure via Cough and Wheezing Sounds Using Smart-Phones and Machine Learning , Anthony Windmon

Toward Culturally Relevant Emotion Detection Using Physiological Signals , Khadija Zanna

Theses/Dissertations from 2019 2019

Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation , Sathyanarayanan Narasimhan Aakur

Empirical Analysis of a Cybersecurity Scoring System , Jaleel Ahmed

Phenomena of Social Dynamics in Online Games , Essa Alhazmi

A Machine Learning Approach to Predicting Community Engagement on Social Media During Disasters , Adel Alshehri

Interactive Fitness Domains in Competitive Coevolutionary Algorithm , ATM Golam Bari

Measuring Influence Across Social Media Platforms: Empirical Analysis Using Symbolic Transfer Entropy , Abhishek Bhattacharjee

A Communication-Centric Framework for Post-Silicon System-on-chip Integration Debug , Yuting Cao

Authentication and SQL-Injection Prevention Techniques in Web Applications , Cagri Cetin

Multimodal Emotion Recognition Using 3D Facial Landmarks, Action Units, and Physiological Data , Diego Fabiano

Robotic Motion Generation by Using Spatial-Temporal Patterns from Human Demonstrations , Yongqiang Huang

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Home > School, College, or Department > MCECS > Computer Science > Dissertations and Theses

Computer Science Dissertations and Theses

Theses/dissertations from 2024 2024.

MmWave RAT Optimization: MAC Layer Initial Access Design and Transport Layer Integration , Suresh Srinivasan (Dissertation)

Theses/Dissertations from 2023 2023

Seeing in the Dark: Towards Robust Pedestrian Detection at Nighttime , Afnan Althoupety (Dissertation)

A Deep Hierarchical Variational Autoencoder for World Models in Complex Reinforcement Learning Environments , Sriharshitha Ayyalasomayajula (Thesis)

Toward Efficient Rendering: A Neural Network Approach , Qiqi Hou (Dissertation)

Energy Auction with Non-Relational Persistence , Michael Ramez Howard (Thesis)

Implementing a Functional Logic Programming Language via the Fair Scheme , Andrew Michael Jost (Dissertation)

Multi-Agent Deep Reinforcement Learning for Radiation Localization , Benjamin Scott Totten (Thesis)

Theses/Dissertations from 2022 2022

Using Intrinsically-Typed Definitional Interpreters to Verify Compiler Optimizations in a Monadic Intermediate Language , Dani Barrack (Thesis)

An Automated Zoom Class Session Analysis Tool to Improve Education , Jack Arlo Cannon II (Thesis)

Scaling EPA-RIMM with Multicore System Management Interrupt Handlers , Alexander K. Freed (Thesis)

Unpaired Style Transfer Conditional Generative Adversarial Network for Scanned Document Generation , David Jonathan Hawbaker (Thesis)

Toward Analyzing the Diversity of Extractive Summaries , Aaron David Hudson (Thesis)

Making Curry with Rice: An Optimizing Curry Compiler , Steven Libby (Dissertation)

Domain Knowledge as Motion-Aware Inductive Bias for Deep Video Synthesis: Two Case Studies , Long Mai (Dissertation)

Theses/Dissertations from 2021 2021

Efficient Neuromorphic Algorithms for Gamma-Ray Spectrum Denoising and Radionuclide Identification , Merlin Phillip Carson (Thesis)

Storing Intermediate Results in Space and Time: SQL Graphs and Block Referencing , Basem Ibrahim Elazzabi (Dissertation)

Automated Test Generation for Validating SystemC Designs , Bin Lin (Dissertation)

Forecasting Optimal Parameters of the Broken Wing Butterfly Option Strategy Using Differential Evolution , David Munoz Constantine (Thesis)

Situate: An Agent-Based System for Situation Recognition , Max Henry Quinn (Dissertation)

Theses/Dissertations from 2020 2020

Multiple Diagram Navigation , Hisham Benotman (Dissertation)

Smart Contract Vulnerabilities on the Ethereum Blockchain: a Current Perspective , Daniel Steven Connelly (Thesis)

Extensible Performance-Aware Runtime Integrity Measurement , Brian G. Delgado (Dissertation)

Novel View Synthesis - a Neural Network Approach , Hoang Le (Dissertation)

Exploring the Potential of Sparse Coding for Machine Learning , Sheng Yang Lundquist (Dissertation)

Workflow Critical Path: a Data-Oriented Path Metric for Holistic HPC Workflows , Daniel D. Nguyen (Thesis)

Novel View Synthesis in Time and Space , Simon Niklaus (Dissertation)

Balancing Security, Performance and Deployability in Encrypted Search , David Joel Pouliot (Dissertation)

Theses/Dissertations from 2019 2019

A Secure Anti-Counterfeiting System using Near Field Communication, Public Key Cryptography, Blockchain, and Bayesian Games , Naif Saeed Alzahrani (Dissertation)

Spectral Clustering for Electrical Phase Identification Using Advanced Metering Infrastructure Voltage Time Series , Logan Blakely (Thesis)

Local Radiance , Scott Peter Britell (Dissertation)

Correct-by-Construction Typechecking with Scope Graphs , Katherine Imhoff Casamento (Thesis)

Versatile Binary-level Concolic Testing , Bo Chen (Dissertation)

Crumpled and Abraded Encryption: Implementation and Provably Secure Construction , Scott Sherlock Griffy (Thesis)

Knowing Without Knowing: Real-Time Usage Identification of Computer Systems , Leila Mohammed Hawana (Thesis)

Design and Experimental Evaluation of DeepMarket: an Edge Computing Marketplace with Distributed TensorFlow Execution Capability , Soyoung Kim (Thesis)

Localizing Little Landmarks with Transfer Learning , Sharad Kumar (Thesis)

Context-Aware Wi-Fi Infrastructure-based Indoor Positioning Systems , Huy Phuong Tran (Dissertation)

Theses/Dissertations from 2018 2018

Bounding Box Improvement with Reinforcement Learning , Andrew Lewis Cleland (Thesis)

Sensing Building Structure Using UWB Radios for Disaster Recovery , Jeong Eun Lee (Dissertation)

Annotation-Enabled Interpretation and Analysis of Time-Series Data , Niveditha Venugopal (Thesis)

EPA-RIMM-V: Efficient Rootkit Detection for Virtualized Environments , Tejaswini Ajay Vibhute (Thesis)

Theses/Dissertations from 2017 2017

Improved Scoring Models for Semantic Image Retrieval Using Scene Graphs , Erik Timothy Conser (Thesis)

Refining Bounding-Box Regression for Object Localization , Naomi Lynn Dickerson (Thesis)

Fully Generic Programming Over Closed Universes of Inductive-Recursive Types , Larry Diehl (Dissertation)

Communicating at Terahertz Frequencies , Farnoosh Moshirfatemi (Dissertation)

Designing In-Headset Authoring Tools for Virtual Reality Video , Cuong Nguyen (Dissertation)

Certifying Loop Pipelining Transformations in Behavioral Synthesis , Disha Puri (Dissertation)

Power-Aware Datacenter Networking and Optimization , Qing Yi (Dissertation)

Theses/Dissertations from 2016 2016

Identifying Relationships between Scientific Datasets , Abdussalam Alawini (Dissertation)

Information Representation and Computation of Spike Trains in Reservoir Computing Systems with Spiking Neurons and Analog Neurons , Amin Almassian (Thesis)

Investigations of an "Objectness" Measure for Object Localization , Lewis Richard James Coates (Thesis)

Image Stitching: Handling Parallax, Stereopsis, and Video , Fan Zhang (Dissertation)

Theses/Dissertations from 2015 2015

Novel Methods for Learning and Adaptation in Chemical Reaction Networks , Peter Banda (Dissertation)

Post-silicon Functional Validation with Virtual Prototypes , Kai Cong (Dissertation)

Novel Cryptographic Primitives and Protocols for Censorship Resistance , Kevin Patrick Dyer (Dissertation)

Hardware/Software Interface Assurance with Conformance Checking , Li Lei (Dissertation)

Leveraging Contextual Relationships Between Objects for Localization , Clinton Leif Olson (Thesis)

The Performance of Random Prototypes in Hierarchical Models of Vision , Kendall Lee Stewart (Thesis)

Tweakable Ciphers: Constructions and Applications , Robert Seth Terashima (Dissertation)

Scalable Equivalence Checking for Behavioral Synthesis , Zhenkun Yang (Dissertation)

Theses/Dissertations from 2014 2014

The Nax Language: Unifying Functional Programming and Logical Reasoning in a Language based on Mendler-style Recursion Schemes and Term-indexed Types , Ki Yung Ahn (Dissertation)

Using Spammers' Computing Resources for Volunteer Computing , Thai Le Quy Bui (Thesis)

Towards Constructing Interactive Virtual Worlds , Francis Chang (Dissertation)

System-wide Performance Analysis for Virtualization , Deron Eugene Jensen (Thesis)

Advances in Piecewise Smooth Image Reconstruction , Ralf Juengling (Dissertation)

Interpretable Machine Learning and Sparse Coding for Computer Vision , Will Landecker (Dissertation)

Optimizing Data Movement in Hybrid Analytic Systems , Patrick Michael Leyshock (Dissertation)

Ranked Similarity Search of Scientific Datasets: An Information Retrieval Approach , Veronika Margaret Megler (Dissertation)

Using GIST Features to Constrain Search in Object Detection , Joanna Browne Solmon (Thesis)

The Role of Prototype Learning in Hierarchical Models of Vision , Michael David Thomure (Dissertation)

Theses/Dissertations from 2013 2013

Object Detection and Recognition in Natural Settings , George William Dittmar (Thesis)

Trust-but-Verify: Guaranteeing the Integrity of User-generated Content in Online Applications , Akshay Dua (Dissertation)

Equivalence Checking for High-Assurance Behavioral Synthesis , Kecheng Hao (Dissertation)

Type Classes and Instance Chains: A Relational Approach , John Garrett Morris (Dissertation)

Theses/Dissertations from 2012 2012

Using Dataflow Optimization Techniques with a Monadic Intermediate Language , Justin George Bailey (Thesis)

A Survey and Analysis of Solutions to the Oblivious Memory Access Problem , Erin Elizabeth Chapman (Thesis)

A Data-Descriptive Feedback Framework for Data Stream Management Systems , Rafael J. Fernández Moctezuma (Dissertation)

Extending Relativistic Programming to Multiple Writers , Philip William Howard (Dissertation)

The Basic Scheme for the Evaluation of Functional Logic Programs , Arthur Peters (Thesis)

The Link Between Image Segmentation and Image Recognition , Karan Sharma (Thesis)

Relativistic Causal Ordering A Memory Model for Scalable Concurrent Data Structures , Josh Triplett (Dissertation)

Theses/Dissertations from 2011 2011

Conceptual Modeling of Data with Provenance , David William Archer (Dissertation)

Low-latency Estimates for Window-Aggregate Queries over Data Streams , Amit Bhat (Thesis)

Information Processing in Two-Dimensional Cellular Automata , Martin Cenek (Dissertation)

Scalable and Efficient Tasking for Dynamic Sensor Networks , Thanh Xuan Dang (Dissertation)

On the Effect of Topology on Learning and Generalization in Random Automata Networks , Alireza Goudarzi (Thesis)

HOLCF '11: A Definitional Domain Theory for Verifying Functional Programs , Brian Charles Huffman (Dissertation)

A Functional Approach to Memory-Safe Operating Systems , Rebekah Leslie (Dissertation)

Factoring Semiprimes Using PG2N Prime Graph Multiagent Search , Keith Eirik Wilson (Thesis)

High Speed Wireless Networking for 60GHz , Candy Yiu (Dissertation)

Theses/Dissertations from 2010 2010

Extensible Scheduling in a Haskell-based Operating System , Kenneth William Graunke (Thesis)

Addressing Automated Adversaries of Network Applications , Edward Leo Kaiser (Dissertation)

An Automata-Theoretic Approach to Hardware/Software Co-verification , Juncao Li (Dissertation)

Practical Type Inference for the GADT Type System , Chuan-kai Lin (Dissertation)

Scalable event tracking on high-end parallel systems , Kathryn Marie Mohror (Dissertation)

Performance Analysis of Hybrid CPU/GPU Environments , Michael Shawn Smith (Thesis)

Theses/Dissertations from 2009 2009

Computational Techniques for Reducing Spectra of the Giant Planets in Our Solar System , Holly L. Grimes (Thesis)

Programmer Friendly Refactoring Tools , Emerson Murphy-Hill (Dissertation)

A Framework for Superimposed Applications : Techniques to Represent, Access, Transform, and Interchange Bi-level Information , Sudarshan Srivivasa Murthy (Dissertation)

Graphical User Interfaces as Updatable Views , James Felger Terwilliger (Dissertation)

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Home > Engineering > Computer Science > Computer Science Graduate Projects

Computer Science Graduate Projects and Theses

Theses/dissertations from 2023 2023.

High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal

Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan

Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah

Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker

Fake News Detection Using Narrative Content and Discourse , Hongmin Kim

Anomaly Detection Using Graph Neural Network , Bishal Lakha

Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola

Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George

Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten

Theses/Dissertations from 2022 2022

Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck

Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones

Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi

Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee

Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn

Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy

Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane

Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda

Hate Speech Detection Using Textual and User Features , Rohan Raut

Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib

Characterization and Mitigation of False Information on the Web , Anu Shrestha

Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez

Theses/Dissertations from 2021 2021

Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen

Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar

Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green

Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz

Modeling Real and Fake News Sharing in Social Networks , Abishai Joy

Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy

Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton

Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts

A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar

Actors for the Internet of Things , Arjun Shukla

Theses/Dissertations from 2020 2020

Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black

Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke

Polyhedral+Dataflow Graphs , Eddie C. Davis

Improving Spellchecking for Children: Correction and Design , Brody Downs

A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake

Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung

Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi

Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi

Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill

Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin

Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli

A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips

Theses/Dissertations from 2019 2019

Edge-Assisted Workload-Aware Image Processing System , Anil Acharya

MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick

Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman

Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas

A Hybrid Model to Detect Fake News , Indhumathi Gurunathan

Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris

UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani

Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh

Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar

Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan

Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo

Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury

Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya

BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran

FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota

Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader

Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla

Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian

Theses/Dissertations from 2018 2018

Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya

Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah

Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri

Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour

Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha

Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton

Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira

Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa

Theses/Dissertations from 2017 2017

Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella

Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli

CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly

Predicting Friendship Strength in Facebook , Nitish Dhakal

Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi

Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley

Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala

Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes

A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal

Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki

Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li

The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship

Towards Automatic Repair of XACML Policies , Shuai Peng

Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma

Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez

Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright

Theses/Dissertations from 2016 2016

Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.

When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic

Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh

Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt

Towards Multipurpose Readability Assessment , Ion Madrazo

Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson

CEST: City Event Summarization using Twitter , Deepa Mallela

Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami

Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas

Massively Parallel Algorithm for Solving the Eikonal Equation on Multiple Accelerator Platforms , Anup Shrestha

A Certificateless One-Way Group Key Agreement Protocol for Point-to-Point Email Encryption , Srisarguru Sridhar

Dynamic Machine Level Resource Allocation to Improve Tasking Performance Across Multiple Processes , Richard Walter Thatcher

Theses/Dissertations from 2015 2015

Developing an Application for Evolutionary Search for Computational Models of Cellular Development , Nicolas Scott Cornia

Accelerated Radar Signal Processing in Large Geophysical Datasets , Ravi Preesha Geetha

Integrity Coded Databases (ICDB) – Protecting Integrity for Outsourced Databases , Archana Nanjundarao

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This collection of MIT Theses in DSpace contains selected theses and dissertations from all MIT departments. Please note that this is NOT a complete collection of MIT theses. To search all MIT theses, use MIT Libraries' catalog .

MIT's DSpace contains more than 58,000 theses completed at MIT dating as far back as the mid 1800's. Theses in this collection have been scanned by the MIT Libraries or submitted in electronic format by thesis authors. Since 2004 all new Masters and Ph.D. theses are scanned and added to this collection after degrees are awarded.

MIT Theses are openly available to all readers. Please share how this access affects or benefits you. Your story matters.

If you have questions about MIT theses in DSpace, [email protected] . See also Access & Availability Questions or About MIT Theses in DSpace .

If you are a recent MIT graduate, your thesis will be added to DSpace within 3-6 months after your graduation date. Please email [email protected] with any questions.

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Collections in this community

Doctoral theses, graduate theses, undergraduate theses, recent submissions.

The properties of amorphous and microcrystalline Ni - Nb alloys. 

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UKnowledge > College of Engineering > Computer Science > Theses & Dissertations

Theses and Dissertations--Computer Science

Theses/dissertations from 2024 2024.

Extracting Social Network Model Parameters from Social Science Literature , Isaac Batts

LANGUAGE MODELS FOR RARE DISEASE INFORMATION EXTRACTION: EMPIRICAL INSIGHTS AND MODEL COMPARISONS , Shashank Gupta

Flexible Attenuation Fields: Tomographic Reconstruction From Heterogeneous Datasets , Clifford S. Parker

Theses/Dissertations from 2023 2023

Small Approximate Pareto Sets with Quality Bounds , William Bailey

Machine-Learning-Powered Cyber-Physical Systems , Enrico Casella

PERSONALIZED POINT OF INTEREST RECOMMENDATIONS WITH PRIVACY-PRESERVING TECHNIQUES , Longyin Cui

Deep Learning-Based Intrusion Detection Methods for Computer Networks and Privacy-Preserving Authentication Method for Vehicular Ad Hoc Networks , Ayesha Dina

Machine Learning Framework for Real-World Electronic Health Records Regarding Missingness, Interpretability, and Fairness , Jing Lucas Liu

Enabling DApps Data Exchange with Hardware-Assisted Secure Oracle Network , Yue Li

Improving Connectivity for Remote Cancer Patient Symptom Monitoring and Reporting in Rural Medically Underserved Regions , Esther Max-Onakpoya

A Secure and Distributed Architecture for Vehicular Cloud and Protocols for Privacy-preserving Message Dissemination in Vehicular Ad Hoc Networks , Hassan Mistareehi

Practical AI Value Alignment Using Stories , Md Sultan Al Nahian

Hard-Hearted Scrolls: A Noninvasive Method for Reading the Herculaneum Papyri , Stephen Parsons

Deep Learning Models for CT Image Standardization , Md Selim

Multi-agent Learning For Game-theoretical Problems , Kshitija Taywade

Peer-to-Peer Energy Trading in Smart Residential Environment with User Behavioral Modeling , Ashutosh Timilsina

The BASIL technique: Bias Adaptive Statistical Inference Learning Agents for Learning from Human Feedback , Jonathan Indigo Watson

Structured Attention for Image Analysis , Xin Xing

Multi-Domain Adaptation for Image Classification, Depth Estimation, and Semantic Segmentation , Yu Zhang

Theses/Dissertations from 2022 2022

Learning a Scalable Algorithm for Improving Betweenness in the Lightning Network , Vincent Davis

Don't Give Me That Story! -- A Human-Centered Framework for Usable Narrative Planning , Rachelyn Farrell

Image Geo-localization with Cross-Attention , Connor Greenwell

Smart Decision-Making via Edge Intelligence for Smart Cities , Nathaniel Hudson

Supporting Stylized Language Models Using Multi-Modality Features , Chengxi Li

The Performance Optimization of ASP Solving Based on Encoding Rewriting and Encoding Selection , Liu Liu

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Completed Doctoral Theses

Below you will find all doctoral theses that have been published on mediaTUM , TUM's publication server, since 2013.

Note: This “quick search” only finds text in the shown fields, not in abstracts or keywords. The search term must have at least 3 letters.

• Ayikudi Ramachandrakumar, Balasubramanian: Computational Complexity of Verifying Parameterized Systems. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Bandle, Maximilian: Efficient Data Processing on Modern Hardware. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Biloš, Marin: Machine Learning for Irregularly-Sampled Time Series. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Charpentier, Bertrand P. A. H.: Uncertainty Estimation for Independent and Non-Independent Data. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Chen, Zhenyu: Grounding Natural Language to 3D Scenes. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Durner, Dominik: High-Performance Query Processing in the Cloud. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Farshad, Azade: Learning to Learn Neural Representations with Limited Data and Supervision. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Fent, Philipp: Low Latency Query Planning and Processing in Database Systems. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Gallersdörfer, Ulrich Simon Stefan: Public Key Infrastructures and Blockchain Systems – Utilizing Internet Public Key Infrastructures to Leverage Their Trust and Adoption in Blockchain Systems. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Heidekrüger, Stefan: Learning Continuous and Pure Bayes-Nash Equilibria in Sealed-Bid Auctions. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Huynh, Minh Tri: Acadela: A Domain-Specific Language for Modeling Executable Clinical Pathways. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Krenz, Lukas Daniel Sidney: A Fully Coupled Model for Petascale Earthquake-Tsunami and Earthquake-Sound Simulations. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Lang, Harald: Query Processing on Modern Hardware. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Lederer, Patrick: Strategic Manipulation in Social Choice Theory. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Leppin, Leonhard Andrew: Turbulence simulations of the high confinement mode pedestal in tokamak fusion experiments. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Lingg, Jakob Gerhard Peter: Shortwave-infrared Line-Scanning Confocal Microscope for Deep Tissue Imaging. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Makarov, Sergei Olegovich: Development and Implementation of a Generalized Multi-Ion Transport Model in Plasma Edge Fluid Codes. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
• Menhorn, Friedrich M.: Optimization under uncertainty and the multilevel Monte Carlo method. Dissertation, 2024 more… BibTeX Full text (mediaTUM)
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• Müller, Alexander Christian: Proving Noninterference in Multi-Agent Systems. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Ognawala, Saahil: Scalable Greybox Fuzzing for Effective Vulnerability Management. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Reeb, Jonas: Assessment of variant effect prediction. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Rippl, Michael: Parallel Algorithms for the Solution of Banded Symmetric Generalized Eigenvalue Problems. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Roodaki, Hessam: Introducing Extended Reality to Ophthalmic Surgery. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Röhner, Kilian Michael: Learning from Data with Geometry-Aware Sparse Grids. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Stehle, Elias Johannes Berthold: Massively Parallel Algorithms for Data Ingestion on New Hardware. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Stotz, Hermann Wilhelm Richard: Scheduling algorithms for parallel processing and buffering problems. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Taheri, Benjamin: Application of Deep Learning for Inspection in Industrial Overhaul Processes. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Tchipev, Nikola Plamenov: Algorithmic and Implementational Optimizations of Molecular Dynamics Simulations for Process Engineering. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Uphoff, Carsten: Flexible model extension and optimisation for earthquake simulations at extreme scales. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Virga, Salvatore: Multimodal Sensing for Autonomous Robotic Ultrasound Imaging. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Wimmer, Simon: Trustworthy Verification of Realtime Systems. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Zakharov, Sergey: Learning to Estimate 3D Object Pose from Synthetic Data. Dissertation, 2020 more… BibTeX Full text (mediaTUM)
• Avsec, Ziga: Understanding the genome via predictive models. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Böttger-Brill, Tobias: Real-time Tracking of Objects in Image Sequences – Beyond Axis-Aligned Boxes. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Cheng, Jun: Interpreting regulatory variants with predictive models. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Depeweg, Stefan: Modeling Epistemic and Aleatoric Uncertainty with Bayesian Neural Networks and Latent Variables. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Dzvonyar, Dora: TEMPO: A Framework for Team Composition and Management in Project-Based Organizations. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Eckert, Marie-Lena Katharina Noemi: Optimization for Fluid Simulation and Reconstruction of Real-World Flow Phenomena. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Esposito, Marco: Seamless Intraoperative Robotic Imaging. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Faber, Anne Teresa Luisa: Collaborative Modeling and Visualizing of Business Ecosystems. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Gutiérrez Becker, Benjamín: Machine Learning Methods for Computer Assisted Diagnosis and Medical Image Registration. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Hazırbaş, Caner: Learning Geometry and Semantics for Deep Image Restoration. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Hein, Daniel: Interpretable Reinforcement Learning Policies by Evolutionary Computation. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Hofbauer, Johannes: Should I Stay or Should I Go? – The No-Show Paradox in Voting and Assignment. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Hupel, Lars: Verified Code Generation from Isabelle/HOL. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Johanßen, Jan Ole: Continuous User Understanding in Software Evolution. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Kahl, Matthias: Machine Learning for Non-Intrusive Load Monitoring. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Knobloch, Jan Gert: A Teaching Methodology for Massive On Campus Courses. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Kranz, Julian: Binary Analysis using On-Demand Tabulation of Function Summaries. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Kriechbaumer, Thomas: Methodologies for Distributed Acquisition and Collection of Electrical Energy Data. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Kuschk, Georg: Efficient Large-Scale Stereo Reconstruction using Variational Methods. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Mahapatra, Tanmaya: High-level Graphical Programming for Big Data Applications. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
• Mahlich, Yannick: Predicting functional capabilities of microbes using a similarity graph approach. Dissertation, 2019 more… BibTeX Full text (mediaTUM)
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• Jansen, Axel: Augmented Reality in der Fahrzeugnavigation. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
• Ji, Shuping: Efficient Content-based Publish/Subscribe Routing and Boolean Expression Matching Algorithms. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
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• Naughton, Helmut: Issue-based Model Review. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
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• Reichart, Barbara: Serious Game Patterns. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
• Rettenberger, Sebastian: Scalable I/O on Modern Supercomputers for Simulations on Unstructured Meshes. Dissertation, 2018 more… BibTeX
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• Rupprecht, Christian: Learning under Ambiguity through Multiple Predictions. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
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• Stauder, Ralf Roland: Context Awareness for the Operating Room of the Future. Dissertation, 2018 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
• Steinegger, Martin: Ultrafast and sensitive sequence search and clustering methods in the era of next generation sequencing. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
• Stricker, Georg: Scalable longitudinal statistical models for genomics data. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
• Waltl, Bernhard Ernst: Semantic Analysis and Computational Modeling of Legal Documents. Dissertation, 2018 more… BibTeX Full text (mediaTUM)
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• Brunel, Robert: Enhancing Relational Database Systems for Managing Hierarchical Data. Dissertation, 2017 more… BibTeX Full text (mediaTUM)
• Dietrich, Felix: Data-Driven Surrogate Models for Dynamical Systems. Dissertation, 2017 more… BibTeX Full text (mediaTUM)
• Eckhardt, Jonas: Categorizations of Product-related Requirements in Practice – Observations and Improvements. Dissertation, 2017 more… BibTeX Full text (mediaTUM)
• Engel, Jakob-Julian: Large-Scale Direct SLAM and 3D Reconstruction in Real-Time. Dissertation, 2017 more… BibTeX Full text (mediaTUM)
• Femmer, Henning: Requirements Engineering Artifact Quality: Definition and Control. Dissertation, 2017 more… BibTeX Full text (mediaTUM)
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• Demir, Ismail: Visual Abstractions for Analyzing Uncertain Multidimensional Data. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Dippon, Andreas: Natural Interaction in Multi-Device Environments. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Drost, Bertram Heinrich: Point Cloud Computing for Rigid and Deformable 3D Object Recognition. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Fadaei, Salman: Algorithmic Mechanism Design via Relaxation and Rounding. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Ferstl, Florian: Visualizing the Variability in Ensemble Simulations. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Freiherr von Gleissenthall, Klaus: Cardinalities in Software Verification. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Geist, Christian: Generating Insights in Social Choice Theory via Computer-aided Methods. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Goldberg, Tatyana: Next Generation Machine Learning Prediction of Protein Cellular Sorting. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Haladjian, Juan: TangoHapps: An Integrated Development Environment for Smart Textiles. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Hauptmann, Benedikt: Reducing System Testing Effort by Focusing on Commonalities in Test Procedures. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Holling, Dominik: Defect-based Quality Assurance with Defect Models. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Jarema, Mihaela: Visual Analysis of Statistical Aspects of Ensemble Data. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Kunčar, Ondřej: Types, Abstraction and Parametric Polymorphism in Higher-Order Logic. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Lamche, Béatrice: Improving the User Experience in Mobile Recommender Systems. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Lehmann, Alexander: Mobile Social Situation Detection. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Meisinger, Michael Johannes: A Service-Oriented Development Process for Distributed Reactive Systems. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Meister, Oliver: Sierpinski Curves for Parallel Adaptive Mesh Refinement in Finite Element and Finite Volume Methods. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Mühlbauer, Tobias: On Scalable and Flexible Transaction and Query Processing in Main-Memory Database Systems. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
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• Pölsterl, Sebastian Walter: Algorithms for Large-scale Learning from Heterogeneous Survival Data. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Resch, Christoph: Enhancing Projective Spatial Augmented Reality in Industry – A Model Based Approach for Registration and Calibration. Dissertation, 2016 more… BibTeX
• Rödiger, Wolf-Steffen: Scalable Distributed Query Processing in Parallel Main-Memory Database Systems. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Sayih, Marouane: Web Engineering mit XML-Technologien. Dissertation, 2016 more… BibTeX
• Schlund, Maximilian: Algebraic Systems of Fixpoint Equations over Semirings: Theory and Applications. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Schneider, Alexander W.: Decision Support for Application Landscape Diversity Management. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Schneider, Florian: URML: Towards Visual Negotiation of Complex System Requirements. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Schulte zu Berge, Christian Ulrich: Real-time Processing for Advanced Ultrasound Visualization. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Schulze, Florian: Conversational Context for Mobile Notification Management. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Seitz, Michael J.: Simulating pedestrian dynamics – Towards natural locomotion and psychological decision making. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Steidl, Daniela: Cost-Effective Quality Assurance For Long-Lived Software Using Automated Static Analysis. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Stühmer, Jan: A Convex Optimization Framework for Connectivity Constraints in Image Segmentation and 3D Reconstruction. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Uekermann, Benjamin Walter: Partitioned Fluid-Structure Interaction on Massively Parallel Systems. Dissertation, 2016 more… BibTeX Full text ( DOI ) Full text (mediaTUM)
• Unterweger, Kristof Gregor: High-Performance Coupling of Dynamically Adaptive Grids and Hyperbolic Equation Systems. Dissertation, 2016 more… BibTeX
• Vetter, Christoph: Accelerated Registration and Reconstruction for Functional Nuclear Imaging. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Vicedo Jover, Maria Esmeralda: Comprehensive analysis of intrinsically disordered protein content in organisms exposed to extreme ambient conditions. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Wagner, Martin Otto Werner: Gefahrenerkennung in Konfigurationen verteilter Systeme. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Wucherer, Patrick: Simulation in medical education – A novel full-scale immersive team-based simulation environment for objective performance assessment of surgical excellence. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Wüchner, Tobias: Behavior-based Malware Detection with Quantitative Data Flow Analysis. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• del Razo Sarmina, Jose Victor: Coordinated Electric Vehicle Charging in Residential and Highway Environments. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• von Sivers, Isabella Katharina Maximiliana: Modellierung sozialpsychologischer Faktoren in Personenstromsimulationen – Interpersonale Distanz und soziale Identitäten. Dissertation, 2016 more… BibTeX Full text (mediaTUM)
• Belagiannis, Vasileios: Human pose estimation in complex environments. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Beyene, Tewodros Awgichew: Temporal Program Verification and Synthesis as Horn Constraints Solving. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Breuer, Alexander Nikolas: High Performance Earthquake Simulations. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Buse, Gerrit: Exploiting Many-Core Architectures for Dimensionally Adaptive Sparse Grids. Dissertation, 2015 more… BibTeX
• Büchler, Matthias: Semi-Automatic Security Testing of Web Applications with Fault Models and Properties. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Campetelli, Alarico: An Approach for Hybrid Modelling and Formal Verification in FOCUS. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Chajdas, Matthäus Georg: A voxel-based visualization pipeline for high-resolution geometry. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Chen, Yuxiang: 3D Image Processing for Structural Analysis of Macromolecules Using Cryo-Electron Tomography. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Cheng, Xiaoyin: Improving Reconstruction of Dynamic PET Imaging by Utilizing Temporal Coherence and Pharmacokinetics. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Dany, Fabian: Zur Nutzerakzeptanz bei telemedizinischen Systemen. Dissertation, 2015 more… BibTeX
• Diebold, Julia: Convex Variational Methods for Semantic Image Analysis. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Duschl, Markus: Critical Assessment of Data Visualization from the Electronic Horizon in the Context of a Deceleration Assistance System. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Funke, Florian Andreas: Adaptive Physical Optimization in Hybrid OLTP & OLAP Main-Memory Database Systems. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Ganslmeier, Thomas: Framework für die Realisierung eines hybriden Gesamtsystems zur hardwareunabhängigen Entwicklung elektronischer Fahrzeugapplikationen. Dissertation, 2015 more… BibTeX
• Gubichev, Andrey: Query Processing and Optimization in Graph Databases. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Guzmán Ortega, Adriana Emitza: Mining User Reviews from Mobile Applications for Software Evolution. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Hariharan, Nitya: Enabling efficient simulations of radiative transfer with CRASH. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Hartl, Alexander: Computational modeling of detection physics for 3D intraoperative imaging with navigated nuclear probes. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Hecht, Maximilian: Prediction of functional effects for sequence variants. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Hennersperger, Christoph Ludwig: Domain-Specific Modeling for Vascular Freehand Ultrasound. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Herz, Alexander: Programming Language Design, Analysis and Implementation for Automated and Effective Program Parallelization. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Holzer, Stefan: Learning-based Approaches for Template Tracking and Interest Point Detection. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Kaden, Lars: Verifikation von Parameter-Identifikationsverfahren nichtlinearer Systeme am Beispiel eines physikalischen Reifenmodells. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Klügel, Niklas: Collaborative Music-Making with Interactive Tabletops. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Kumari, Prachi: Model-Based Policy Derivation for Usage Control. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Li, Yang: DRUMS: Domain-specific Requirements Modeling for Scientists. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Lovat, Enrico: Cross-layer Data-centric Usage Control. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Mihaila, Bogdan Andrei: Adaptable Static Analysis of Executables for proving the Absence of Vulnerabilities. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Oswald, Martin Ralf: Convex Variational Methods for Single-View and Space-Time Multi-View Reconstruction. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Pietzsch, Sylvia: Modellgestützte Sensordatenfusion von Laserscanner und Radar zur Erfassung komplexer Fahrzeugumgebungen. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Rautenhaus, Marc: Interactive 3D visualization of ensemble weather forecasts. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Reichl, Florian: Interactive Sample-Based Rendering of High-Resolution Data Sets. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Röhm, Tobias: The MALTASE Framework For Usage-Aware Software Evolution. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Schröder, Manuel: Development of a Birth Prediction Model Using Virtual Delivery Simulation. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Schweiger, Benno Maximilian: Enhancing In-Car Prediction by Car2X Communication. Dissertation, 2015 more… BibTeX
• Seedig, Hans Georg: Majority Relations and Tournament Solutions – A Computational Study. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Sirtl, Holger Norbert: Integrierter Prozess zu Entwurf und Bewertung einer Cloud-basierten Softwarearchitektur. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Spanfelner, Bernd: Specification and analysis of adaptive systems. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Spieckermann, Sigurd: Multi-Task and Transfer Learning with Recurrent Neural Networks. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Strekalovskiy, Evgeny: Convex Relaxation of Variational Models with Applications in Image Analysis. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Traytel, Dmytro: Formalizing Symbolic Decision Procedures for Regular Languages. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Vogel, Jakob: Tomographic Reconstruction beyond Classical X-ray CT. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Vogelsang, Andreas: Model-based Requirements Engineering for Multifunctional Systems. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Weihmann, Jeremias: Generalized Petri Nets: Algorithms and Complexity. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Wieland, Thomas: Next-Generation Sequencing Data Analysis. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Wolke, Andreas: Energy efficient capacity management in virtualized data centers. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Yachdav, Guy: Frameworks for Large Scale Annotation of Proteins, Proteomes and Meta-proteomes. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Yigitsoy, Mehmet: Local and Global Consistency Measures in Intensity-based Medical Image Registration. Dissertation, 2015 more… BibTeX Full text (mediaTUM)
• Pagano, Dennis: Portneuf - A Framework for Continuous User Involvement. Dissertation, 2013 more… BibTeX Full text (mediaTUM)

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Theses and Dissertations

Theses/dissertations from 2024 2024.

An Attention LSTM U-Net Model for Drosophila Melanogaster Heart Tube Segmentation , Xiangping Ouyang

Mending Trust in AI: Trust Repair Policy Interventions for Large Language Models in Visual Data Journalism , Hangxiao Zhu

Theses/Dissertations from 2023 2023

Integrative analysis of cell-free DNA liquid biopsy data , Irfan Alahi

Deep Learning for Tomographic Image Reconstruction Guided by Generative Models and Image Science , Sayantan Bhadra

Interpretable deep learning via sparse representation for protein-DNA interactions , Shane Kuei-Hsien Chu

Feature-Oriented Hardware Design , Justin Deters

Decentralized Computing for Reliable Home Automation , Rahav Dor

Injective Mapping under Constraints , Xingyi Du

Consequences and Incentives of Fair Learning , Andrew Estornell

Learning in Large Interactive Environments , Hai S. Le

TFA inference: Using mathematical modeling of gene expression data to infer the activity of transcription factors , Cynthia Ma

Learning from User Interactions and Providing Guidance in Visual Data Analysis , Shayan Monadjemi

Translating Deep Learning into Scientific Domains: Case Studies in Bioactivation, Quantum Chemistry, and Clinical Studies , Kathryn Sarullo

An Efficient Task-Parallel Platform for Interactive Applications , Kyle Singer

Models and Algorithms for Real-Time Systems , Abhishek Singh

Understanding Societal Values of ChatGPT , Yidan Tang

Throughput Optimizations for Irregular Dataflow Streaming Applications on Wide-SIMD Architectures , Stephen William Timcheck

Adversarial Patch Attacks on Deep Reinforcement Learning Algorithms , Peizhen Tong

Honesty Is Not Always the Best Policy: Defending Against Membership Inference Attacks on Genomic Data , Rajagopal Venkatesaramani

Real-time Analysis of Aerosol Size Distributions with the Fast Integrated Mobility Spectrometer (FIMS) , Daisy Wang

Feature Selection from Clinical Surveys Using Semantic Textual Similarity , Benjamin Warner

An Assistive Interface For Displaying Novice's Code History , Ruiwei Xiao

Model-based Deep Learning for Computational Imaging , Xiaojian Xu

Securing Autonomous Driving: Addressing Adversarial Attacks and Defenses , Jinghan Yang

Evaluating the Problem Solving Abilities of ChatGPT , Fankun Zeng

PathFormer: Interpretable and Powerful Graph Transformer for Gene Network Analysis , Qihang Zhao, Zehao Dong, Muhan Zhang, Philip Payne, Michael Province, Carlos Cruchaga, Tianyu Zhao, Yixin Chen, and Fuhai Li

Theses/Dissertations from 2022 2022

Tell It Slant: Investigating the Engagement, Discourse, and Popularity of Data Visualization in Online Communities , Emma Baker

A Reconfigurable FPGA Overlay Architecture for Matrix-Matrix Multiplication , Zihao Chen

Smart Sensing and Clinical Predictions with Wearables: From Physiological Signals to Mental Health , Ruixuan Dai

Dynamic Continuous Distributed Constraint Optimization Problems , Khoi Hoang

The Effects of Host-like Environmental Signals and Gene Expression on Capsule Growth in Cryptococcus neoformans , Yu Min Jung

Application of Crowdsourcing and Machine Learning to Predict Sentiments in Textual Student Feedback in Large Computer Science Classes , Robert Kasumba

Measuring the Effectiveness of Light Concentration with the Catoptric Surface , Samatha Kodali

Applying HLS to FPGA Data Preprocessing in the Advanced Particle-astrophysics Telescope , Meagan Konst

Application of Neural Networks to Predict Patient-Specific Cellular Parameters in Computational Cardiac Models , Chang Hi Lee

Scalable Software Infrastructure for the Lab and a Specific Investigation of the Yeast Transcription Factor Eds1 , Chase Mateusiak

Design & Analysis of Mixed-mode Integrated Circuit for Pulse-shape Discrimination , Bryan Orabutt

Modeling Metastasis in Breast Cancer Patients Using EHR Data, the Area Deprivation Index (ADI), and Machine Learning Models , Vishesh Patel

Speeding up the quantification of Contrast Sensitivity functions using Multidimensional Bayesian Active Learning , Shohaib Shaffiey

Integrating Physical Models and Deep Priors for Computational Imaging , Yu Sun

Human-Centered Machine Learning: Algorithm Design and Human Behavior , Wei Tang

Scheduling for High Throughput and Small Latency in Parallel and Distributed Systems , Zhe Wang

Design and Analysis of Strategic Behavior in Networks , Sixie Yu

Geometric Algorithms for Modeling Plant Roots from Images , Dan Zeng

Theses/Dissertations from 2021 2021

Using Computer Vision to Track Anatomical Structures During Cochlear Implant Surgery , Nicholas Bach

Bayesian Quadrature with Prior Information: Modeling and Policies , Henry Chai

Machine Learning in Complex Scientific Domains: Hospitalization Records, Drug Interactions, Predictive Modeling and Fairness for Class Imbalanced Data , Arghya Datta

Improving additional adversarial robustness for classification , Michael Guo

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A [perfect] PhD Thesis for London University / Computer Science UCL.

A thesis is:, a phd thesis must contain:, a phd thesis is not:, typical phd thesis layout.

Abstract 1. Introduction Set the scene and problem statement . Introduce structure of thesis, state contributions (3-5). 2. Background Demonstrate wider appreciation (context). Provide motivation . The problem statement and the motivation state how you want the PhD to be judged - as engineering, scientific method, theory, philosophy, &c. 3. Related Work Survey and critical assessment. Relation to own work. 4-6. Analysis, design, implementation and interpretation of results 7. Critical assessment of own work State hypothesis, and demonstrate precision, thoroughness, contribution, and comparison with closest rival. 8. Further Work 9. Summary Conclusions Restate contribution Appendix Bibliography

People's comments

Chris clack, jon crowcroft, steve wilbur.

Welcome to the on-line version of the UNC dissertation proposal collection. The purpose of this collection is to provide examples of proposals for those of you who are thinking of writing a proposal of your own. I hope that this on-line collection proves to be more difficult to misplace than the physical collection that periodically disappears. If you are preparing to write a proposal you should make a point of reading the excellent document The Path to the Ph.D., written by James Coggins. It includes advice about selecting a topic, preparing a proposal, taking your oral exam and finishing your dissertation. It also includes accounts by many people about the process that each of them went through to find a thesis topic. Adding to the Collection This collection of proposals becomes more useful with each new proposal that is added. If you have an accepted proposal, please help by including it in this collection. You may notice that the bulk of the proposals currently in this collection are in the area of computer graphics. This is an artifact of me knowing more computer graphics folks to pester for their proposals. Add your non-graphics proposal to the collection and help remedy this imbalance! There are only two requirements for a UNC proposal to be added to this collection. The first requirement is that your proposal must be completely approved by your committee. If we adhere to this, then each proposal in the collection serves as an example of a document that five faculty members have signed off on. The second requirement is that you supply, as best you can, exactly the document that your committee approved. While reading over my own proposal I winced at a few of the things that I had written. I resisted the temptation to change the document, however, because this collection should truely reflect what an accepted thesis proposal looks like. Note that there is no requirement that the author has finished his/her Ph.D. Several of the proposals in the collection were written by people who, as of this writing, are still working on their dissertation. This is fine! I encourage people to submit their proposals in any form they wish. Perhaps the most useful forms at the present are Postscript and HTML, but this may not always be so. Greg Coombe has generously provided LaTeX thesis style files , which, he says, conform to the 2004-2005 stlye requirements.

Many thanks to everyone who contributed to this collection!

Greg Coombe, "Incremental Construction of Surface Light Fields" in PDF . Karl Hillesland, "Image-Based Modelling Using Nonlinear Function Fitting on a Stream Architecture" in PDF . Martin Isenburg, "Compressing, Streaming, and Processing of Large Polygon Meshes" in PDF . Ajith Mascarenhas, "A Topological Framework for Visualizing Time-varying Volumetric Datasets" in PDF . Josh Steinhurst, "Practical Photon Mapping in Hardware" in PDF . Ronald Azuma, "Predictive Tracking for Head-Mounted Displays," in Postscript Mike Bajura, "Virtual Reality Meets Computer Vision," in Postscript David Ellsworth, "Polygon Rendering for Interactive Scientific Visualization on Multicomputers," in Postscript Richard Holloway, "A Systems-Engineering Study of the Registration Errors in a Virtual-Environment System for Cranio-Facial Surgery Planning," in Postscript Victoria Interrante, "Uses of Shading Techniques, Artistic Devices and Interaction to Improve the Visual Understanding of Multiple Interpenetrating Volume Data Sets," in Postscript Mark Mine, "Modeling From Within: A Proposal for the Investigation of Modeling Within the Immersive Environment" in Postscript Steve Molnar, "High-Speed Rendering using Scan-Line Image Composition," in Postscript Carl Mueller, " High-Performance Rendering via the Sort-First Architecture ," in Postscript Ulrich Neumann, "Direct Volume Rendering on Multicomputers," in Postscript Marc Olano, "Programmability in an Interactive Graphics Pipeline," in Postscript Krish Ponamgi, "Collision Detection for Interactive Environments and Simulations," in Postscript Russell Taylor, "Nanomanipulator Proposal," in Postscript Greg Turk, " Generating Textures on Arbitrary Surfaces ," in HTML and Postscript Terry Yoo, " Statistical Control of Nonlinear Diffusion ," in Postscript

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Prize-Winning Thesis and Dissertation Examples

Published on September 9, 2022 by Tegan George . Revised on July 18, 2023.

It can be difficult to know where to start when writing your thesis or dissertation . One way to come up with some ideas or maybe even combat writer’s block is to check out previous work done by other students on a similar thesis or dissertation topic to yours.

This article collects a list of undergraduate, master’s, and PhD theses and dissertations that have won prizes for their high-quality research.

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Award-winning undergraduate theses, award-winning master’s theses, award-winning ph.d. dissertations, other interesting articles.

University : University of Pennsylvania Faculty : History Author : Suchait Kahlon Award : 2021 Hilary Conroy Prize for Best Honors Thesis in World History Title : “Abolition, Africans, and Abstraction: the Influence of the “Noble Savage” on British and French Antislavery Thought, 1787-1807”

University : Columbia University Faculty : History Author : Julien Saint Reiman Award : 2018 Charles A. Beard Senior Thesis Prize Title : “A Starving Man Helping Another Starving Man”: UNRRA, India, and the Genesis of Global Relief, 1943-1947

University: University College London Faculty: Geography Author: Anna Knowles-Smith Award:  2017 Royal Geographical Society Undergraduate Dissertation Prize Title:  Refugees and theatre: an exploration of the basis of self-representation

University: University of Washington Faculty:  Computer Science & Engineering Author: Nick J. Martindell Award: 2014 Best Senior Thesis Award Title:  DCDN: Distributed content delivery for the modern web

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University:  University of Edinburgh Faculty:  Informatics Author:  Christopher Sipola Award:  2018 Social Responsibility & Sustainability Dissertation Prize Title:  Summarizing electricity usage with a neural network

University:  University of Ottawa Faculty:  Education Author:  Matthew Brillinger Award:  2017 Commission on Graduate Studies in the Humanities Prize Title:  Educational Park Planning in Berkeley, California, 1965-1968

University:  University of Ottawa Faculty: Social Sciences Author:  Heather Martin Award:  2015 Joseph De Koninck Prize Title:  An Analysis of Sexual Assault Support Services for Women who have a Developmental Disability

University : University of Ottawa Faculty : Physics Author : Guillaume Thekkadath Award : 2017 Commission on Graduate Studies in the Sciences Prize Title : Joint measurements of complementary properties of quantum systems

University:  London School of Economics Faculty: International Development Author: Lajos Kossuth Award:  2016 Winner of the Prize for Best Overall Performance Title:  Shiny Happy People: A study of the effects income relative to a reference group exerts on life satisfaction

University : Stanford University Faculty : English Author : Nathan Wainstein Award : 2021 Alden Prize Title : “Unformed Art: Bad Writing in the Modernist Novel”

University : University of Massachusetts at Amherst Faculty : Molecular and Cellular Biology Author : Nils Pilotte Award : 2021 Byron Prize for Best Ph.D. Dissertation Title : “Improved Molecular Diagnostics for Soil-Transmitted Molecular Diagnostics for Soil-Transmitted Helminths”

University:  Utrecht University Faculty:  Linguistics Author:  Hans Rutger Bosker Award: 2014 AVT/Anéla Dissertation Prize Title:  The processing and evaluation of fluency in native and non-native speech

University: California Institute of Technology Faculty: Physics Author: Michael P. Mendenhall Award: 2015 Dissertation Award in Nuclear Physics Title: Measurement of the neutron beta decay asymmetry using ultracold neutrons

University:  Stanford University Faculty: Management Science and Engineering Author:  Shayan O. Gharan Award:  Doctoral Dissertation Award 2013 Title:   New Rounding Techniques for the Design and Analysis of Approximation Algorithms

University: University of Minnesota Faculty: Chemical Engineering Author: Eric A. Vandre Award:  2014 Andreas Acrivos Dissertation Award in Fluid Dynamics Title: Onset of Dynamics Wetting Failure: The Mechanics of High-speed Fluid Displacement

University: Erasmus University Rotterdam Faculty: Marketing Author: Ezgi Akpinar Award: McKinsey Marketing Dissertation Award 2014 Title: Consumer Information Sharing: Understanding Psychological Drivers of Social Transmission

University: University of Washington Faculty: Computer Science & Engineering Author: Keith N. Snavely Award:  2009 Doctoral Dissertation Award Title: Scene Reconstruction and Visualization from Internet Photo Collections

University:  University of Ottawa Faculty:  Social Work Author:  Susannah Taylor Award: 2018 Joseph De Koninck Prize Title:  Effacing and Obscuring Autonomy: the Effects of Structural Violence on the Transition to Adulthood of Street Involved Youth

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Phd in computer science dissertation examples, introduction:.

Dissertation is the heart core parameter of the Ph.D. research. The dissertation possesses the overall elements, arguments, parameters, participants of the Ph.D. research, objective of the Ph.D. research, scope and outcome of the Ph.D. research, and et al. As the technology is emerging day-by-day, the Ph.D. research scope is also expanding the core. The Computer Science  Dissertation is based on the recent technology, methodologies, conceptual analysis, and future scope. The recent dissertations are published based on emerging technologies such as Artificial Intelligence, the Internet of Things, Cloud Computing, Cyber Security.

Internet of Things in Cloud infrastructure using Big Data:

Internet of Things is the recently emerging technology with specified Algorithms and Techniques . IoT is the hub of gadgets that are clubbed together and embedded with sensors, software, and applications. The gadgets are interlinked or connected to communicate through circuits and Arduino boards. This integration of devices generates information that is valuable and responsible. The recent dissertation [1] Ananda Mohan M Ghosh illustrated the work on the Internet of Things that focused on overflooding data traffic due to integrated devices based on Cloud Infrastructure.

Artificial Intelligence in Financial sectors:

The creativity of Artificial Intelligence is to replace the manual complexities and errors with artificial thinking subsystems.  Artificial Intelligence is ruling the World of Technology with high accuracy and speed. AI planted its root in massive industries to improve work efficiency in minimal time with high accuracies, such as Finance, Education, Transport, Hospitality, Medicine. The dissertation [2] Bonnici and Beverly analyzed Artificial intelligence’s impact in Finance sectors based on Qualitative Methodology .

Cloud Computing in Signal perception:

The born reason for Cloud Computing is to replace the hardware storage devices and occupied the vast space on the systems. Cloud storage systems are booming nowadays in all of the predominant fields such as Finance applications, Web-based Applications, Websites, Social Media platforms, Educational forums, and so on. Cloud storage is efficient for the user to access in a remote area. Cloud storage provides storage based on the requirements of the user or business organization. In the cloud-based dissertation [3] Yeganeh and Bahador elaborated on the cloud’s infrastructure and bandwidth connectivity.  The Ph.D. Research analyzed the traffic of users flooded into the particular server at the time.

Cyber Security in Websites, Applications and Software:

We are surviving in the digitalized era, and the data surrounded us. Each human possessed immense and eminent data. Majority of the people accessing smartphones, smart TVs, innovative gadgets. The smart refers to the digital data that are massively generating every second. The third person or attacker can easily manhandle those data. In a sense, we are vulnerable in this cyber world. To protect ourselves from unknown and known cyber-attacks, Cybersecurity planted its root. The Ph.D. research [4] Linardos et al. focused on the threats, risks, and vulnerabilities in the websites, applications, and software a dai, which are breached or masquerade by the hackers or attackers.

FIGURE 1 Cyber range explanation [4]

TABLE 1 Recent Concepts and Methodologies in Computer Science Dissertation

The blog articulates the computer science dissertation examples which are evolving in this decade. Most of the recent Ph.D. research was conducted on Artificial Intelligence, Cybersecurity, IoT, and Cloud computing. In future decades, the world cannot survive without data. Data privacy is very vulnerable while it comes online. Cybersecurity specialists are highly required to ensure data security in cloud computing and IoT-based integrated systems.

REFERENCES:

[1] Ghosh, Ananda Mohon M. “Edge-cloud IoT Data Analytics: Intelligence at the Edge with Deep Learning.” (2020).

[2] Bonnici, Beverly.  An analysis on how Artificial Intelligence will impact the external audit . MS thesis. University of Malta, 2020.

[3] Yeganeh, Bahador. “Measuring the Evolving Internet in the Cloud Computing Era: Infrastructure, Connectivity, and Performance.” (2020).

[4] Linardos, Vasileios.  Development of a cyber range platform . MS thesis. Πανεπιστήμιο Πειραιώς, 2021.

[5] Tan, Haoran, et al. “Distributed Group Coordination of Multiagent Systems in Cloud Computing Systems Using a Model-Free Adaptive Predictive Control Strategy.”  IEEE Transactions on Neural Networks and Learning Systems  (2021).

[6] Ayesha Naseer, Humza Naseer, Atif Ahmad, Sean B. Maynard, Adil Masood Siddiqui,Real-time analytics, incident response process agility and enterprise cybersecurity performance: A contingent resource-based analysis,

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The student must present an oral thesis proposal and submit the form to their full reading committee by Spring quarter of their fourth year. The thesis proposal form  must be filled out, signed, and approved by all committee members. Submit the PDF form to CS PhD Student Services ( [email protected] ). 

The thesis proposal allows students to obtain formative feedback from their reading committee that'll guide them into a successful and high-quality dissertation. The thesis proposal (a private session only with the student's advisor/co-advisor and reading committee members) should allow time for discussion with the reading committee about the direction of the thesis research. The suggested format should include:

• A description of the research problem and its significance;
• A description of previous work in the area and the "state of the art" prior to the student's work; 
• A description of preliminary work the student has done on the problem, and any research results of that work; 
• An outline of remaining work to be done and a timeline for accomplishing it.

Thesis Proposal

In the thesis proposal, the PhD or DES student lays out an intended course of research for the dissertation.  By accepting the thesis proposal, the student’s dissertation proposal committee agrees that the proposal is practicable and acceptable, that its plan and prospectus are satisfactory, and that the candidate is competent in the knowledge and techniques required, and formally recommends that the candidate proceed according to the prospectus and under the supervision of the dissertation committee. It is part of the training of the student’s research apprenticeship that the form of this proposal must be as concise as those proposals required by major funding agencies.

The student proposes to a committee consisting of the student’s advisor and two other researchers who meet requirements for dissertation committee membership.  The advisor should solicit the prospective committee members, not the student. In cases where the research and departmental advisors are different , both must serve on the committee.

The student prepares a proposal document that consists of a core, plus any optional appendices. The core is limited to 30 pages (e.g., 12 point font, single spacing, 1 inch margins all around), and should contain sections describing 1) the problem and its background, 2) the innovative claims of the proposed work and its relation to existing work, 3) a description of at least one initial result that is mature enough to be able to be written up for submission to a conference, and 4) a plan for completion of the research. The committee commits to read and respond to the core, but reserves the right to refuse a document whose core exceeds the page limit. The student cannot assume that the committee will read or respond to any additional appendices.

The complete doctoral thesis proposal document must be disseminated to the entire dissertation committee no later than two weeks (14 days) prior to the proposal presentation. The PhD Program Administrator must be informed of the scheduling of the proposal presentation no later than two weeks (14 days) prior to the presentation. Emergency exceptions to either of these deadlines can be granted by the Director of Graduate Studies or the Department Chair on appeal by the advisor and agreement of the committee.

A latex thesis proposal template is available here .

PRESENTATION AND FEEDBACK

The student presents the proposal in a prepared talk of 45 minutes to the committee, and responds to any questions and feedback by the committee.

The student’s advisor, upon approval of the full faculty, establishes the target semester by which the thesis proposal must be successfully completed. The target semester must be no later than the eighth semester, and the student must be informed of the target semester no later than the sixth semester.

The candidacy   exam  must be successfully completed  before  the  proposal can be attempted.  The proposal must be completed prior to submitting the application for defense. [Instituted by full faculty vote September 16, 2015.]

Passing or failing is determined by consensus of the committee, who then sign the dissertation proposal form (sent to advisors by phd-advising@cs.  Failure to pass the thesis proposal by the end of the target semester or the eighth semester, whichever comes first, is deemed unsatisfactory progress: the PhD or DES student is normally placed on probation and can be immediately dismissed from the program. However, on appeal of the student’s advisor, one semester’s grace can be granted by the full faculty.

Last updated on October 16, 2023.

Find open faculty positions here .

Computer Science at Columbia University

Upcoming events, in the news, press mentions, dean boyce's statement on amicus brief filed by president bollinger.

President Bollinger announced that Columbia University along with many other academic institutions (sixteen, including all Ivy League universities) filed an amicus brief in the U.S. District Court for the Eastern District of New York challenging the Executive Order regarding immigrants from seven designated countries and refugees. Among other things, the brief asserts that “safety and security concerns can be addressed in a manner that is consistent with the values America has always stood for, including the free flow of ideas and people across borders and the welcoming of immigrants to our universities.”

This recent action provides a moment for us to collectively reflect on our community within Columbia Engineering and the importance of our commitment to maintaining an open and welcoming community for all students, faculty, researchers and administrative staff. As a School of Engineering and Applied Science, we are fortunate to attract students and faculty from diverse backgrounds, from across the country, and from around the world. It is a great benefit to be able to gather engineers and scientists of so many different perspectives and talents – all with a commitment to learning, a focus on pushing the frontiers of knowledge and discovery, and with a passion for translating our work to impact humanity.

I am proud of our community, and wish to take this opportunity to reinforce our collective commitment to maintaining an open and collegial environment. We are fortunate to have the privilege to learn from one another, and to study, work, and live together in such a dynamic and vibrant place as Columbia.

Mary C. Boyce Dean of Engineering Morris A. and Alma Schapiro Professor

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Home > Computer Science > Dissertations, Theses, and Student Research

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Department of computer science and engineering: dissertations, theses, and student research.

Asteroidal Sets and Dominating Targets in Graphs , Oleksiy Al-saadi

Star-Based Reachability Analysis of Binary Neural Networks on Continuous Input , Mykhailo Ivashchenko

Spatial & Temporal Agnostic Deep-Learning Based Radio Fingerprinting , Fahmida Afrin

Leveraging Aruco Fiducial Marker System for Bridge Displacement Estimation Using Unmanned Aerial Vehicles , Mohamed Aly

Sim-to-Real Reinforcement Learning Framework for Autonomous Aerial Leaf Sampling , Ashraful Islam

SC-Fuse: A Feature Fusion Approach for Unpaved Road Detection from Remotely Sensed Images , Aniruddh Saxena

Experimental Study of Linux Flightsize Estimation , Mingrui Zhang

Motif-Cluster: A Spatial Clustering Package for Repetitive Motif Binding Patterns , Mengyuan Zhou

An Empirical Study on the Classification of Python Language Features Using Eye-Tracking , Jigyasa Chauhan

BEVERS: A General, Simple, and Performant Framework for Automatic Fact Verification , Mitchell DeHaven

Characterizing and Predicting Human Visual Perception of Unmanned Aerial Vehicle Gestures , Paul Fletcher

Machine Learning-Based Device Type Classification for IoT Device Re- and Continuous Authentication , Kaustubh Gupta

Sequence-Based Bioinformatics Approaches to Predict Virus-Host Relationships in Archaea and Eukaryotes , Yingshan Li

SIMULATING SUB-THRESHOLD COMMUNICATION CHANNELS THROUGH NEURONS , Richard Maina

ConSemblEX: A Consensus-Based Transcriptome Assembly Approach that Extends ConSemble and Improves Transcriptome Assembly , Richard Mwaba

Comparative Analyses of De Novo Transcriptome Assembly Pipelines for Diploid Wheat , Natasha Pavlovikj

Attention in the Faithful Self-Explanatory NLP Models , Mostafa Rafaiejokandan

A Pipeline to Generate Deep Learning Surrogates of Genome-Scale Metabolic Models , Achilles Rasquinha

LEARNFCA: A FUZZY FCA AND PROBABILITY BASED APPROACH FOR LEARNING AND CLASSIFICATION , Suraj Ketan Samal

Symbolic NS-3 for Efficient Exhaustive Testing , Jianfei Shao

Feed Forward Neural Networks with Asymmetric Training , Archit Srivastava

Agent Based Modeling of the Spread of Social Unrest Based on Infectious Disease Spread Model , Anup Adhikari

Using Contextual Bandits to Improve Traffic Performance in Edge Network , Aziza Al Zadjali

Computational Solutions to Exosomal microRNA Biomarker Detection in Pancreatic Cancer , Thuy T. An

Aerial Flight Paths for Communication , Alisha Bevins

Towards a Machine Learning Based Generalizable Framework for Detecting COVID-19 Misinformation on Social Media , Yuanzhi Chen

Semantically Meaningful Sentence Embeddings , Rojina Deuja

Using an integrative machine learning approach to study microRNA regulation networks in pancreatic cancer progression , Roland Madadjim

Teachability And Interpretability In Reinforcement Learning , Jeevan Rajagopal

Power-over-Tether Unmanned Aerial System Leveraged for Trajectory Influenced Atmospheric Sensing , Daniel Rico

A Real-World, Hybrid Event Sequence Generation Framework for Android Apps , Jun Sun

“The Revolution Will Not Be Supervised": An Investigation of the Efficacy and Reasoning Process of Self-Supervised Representations , Atharva Tendle

Separator of Diametral Path Graphs , Cuong Than

COMPARATIVE ANALYSIS OF KMER COUNTING AND ESTIMATION TOOLS , Ankitha Vejandla

Information Extraction and Classification on Journal Papers , Lei Yu

SUFFIX TREE, MINWISE HASHING AND STREAMING ALGORITHMS FOR BIG DATA ANALYSIS IN BIOINFORMATICS , Sairam Behera

Formal Language Constraints in Deep Reinforcement Learning for Self-Driving Vehicles , Tyler Bienhoff

A Novel Spatiotemporal Prediction Method of Cumulative Covid-19 Cases , Junzhe Cai

Application of Software Engineering Principles to Synthetic Biology and Emerging Regulatory Concerns , Justin Firestone

Open Dynamic Interaction Network: a cell-phone based platform for responsive EMA , Gisela Font Sayeras

A Memory Usage Comparison Between Jitana and Soot , Yuanjiu Hu

Packet Delivery: An Investigation of Educational Video Games for Computer Science Education , Robert Lafferty

Advanced Techniques to Detect Complex Android Malware , Zhiqiang Li

Emotional Awareness During Bug Fixes – A Pilot Study , Jada O. Loro, Abigail L. Schneff, Sarah J. Oran, and Bonita Sharif

Representational Learning Approach for Predicting Developer Expertise Using Eye Movements , Sumeet Maan

An ANNs Based Failure Detection Method for ONOS SDON Controller , Shideh Yavary Mehr

INVESTIGATING FACTORS PREDICTING EFFECTIVE LEARNING IN A CS PROFESSIONAL DEVELOPMENT PROGRAM FOR K-12 TEACHERS , Patrick Morrow

An Algorithm For Building Language Superfamilies Using Swadesh Lists , Bill Mutabazi

AN EYE TRACKING REPLICATION STUDY OF A RANDOMIZED CONTROLLED TRIAL ON THE EFFECTS OF EMBEDDED COMPUTER LANGUAGE SWITCHING , Cole Peterson

Designing Shared Control Strategies for Teleoperated Robots Across Intrinsic User Qualities , Nancy Pham

Power-over-Tether UAS Leveraged for Nearly-Indefinite Meteorological Data Acquisition , Daniel Rico, Carrick Detweiler, and Francisco Muñoz-Arriola

Formal Concept Analysis Applications in Bioinformatics , Sarah Roscoe

Understanding Eye Gaze Patterns in Code Comprehension , Jonathan Saddler

Advanced Security Analysis for Emergent Software Platforms , Mohannad Alhanahnah

Analysis of Social Unrest Events using Spatio-Temporal Data Clustering and Agent-Based Modelling , Sudeep Basnet

Domain Adaptation in Unmanned Aerial Vehicles Landing using Reinforcement Learning , Pedro Lucas Franca Albuquerque

A Data-driven Approach for Detecting Stress in Plants Using Hyperspectral Imagery , Suraj Gampa

New Algorithms for Large Datasets and Distributions , Sutanu Gayen

Image Classification Using Fuzzy FCA , Niruktha Roy Gotoor

Image Processing Algorithms for Elastin Lamellae Inside Cardiovascular Arteries , Mahmoud Habibnezhad

User Privacy Leakage in Location-based Mobile Ad Services , Qicheng Lin

Formal Modeling and Analysis of a Family of Surgical Robots , Niloofar Mansoor

Dimensional Analysis of Robot Software without Developer Annotations , John-Paul W. Ore

The Design and Implementation of AIDA: Ancient Inscription Database and Analytics System , M Parvez Rashid

LearnFCA: A Fuzzy FCA and Probability Based Approach for Learning and Classification , Suraj Ketan Samal

Scheduling and Prefetching in Hadoop with Block Access Pattern Awareness and Global Memory Sharing with Load Balancing Scheme , Sai Suman

A DATA DRIVEN APPROACH TO IDENTIFY JOURNALISTIC 5WS FROM TEXT DOCUMENTS , Venkata Krishna Mohan Sunkara

Distributed Edge Bundling for Large Graphs , Yves Tuyishime

GAINDroid: General Automated Incompatibility Notifier for Android Applications , Bruno Vieira Resende e Silva

View-Dependent Data Prefetching for Interactive Visualization of Large-Scale 3D Scientific Data , Jin Wang

Feasibility and Security Analysis of Wideband Ultrasonic Radio for Smart Home Applications , Qi Xia

Exploring Eye Tracking Data on Source Code via Dual Space Analysis , Li Zhang

Controller Evolution and Divergence: A Software Perspective , Balaji Balasubramaniam

Performance Evaluation of v-eNodeB using Virtualized Radio Resource Management , Sai Keerti Teja Boddepalli

Effectively Enforcing Minimality During Backtrack Search , Daniel J. Geschwender

Optical Wireless Data Center Networks , Abdelbaset S. Hamza

Scheduling in Mapreduce Clusters , Chen He

Supporting Diverse Customers and Prioritized Traffic in Next-Generation Passive Optical Networks , Naureen Hoque

Modelling and Visualizing Selected Molecular Communication Processes in Biological Organisms: A Multi-Layer Perspective , Aditya Immaneni

COST-EFFECTIVE TECHNIQUES FOR CONTINUOUS INTEGRATION TESTING , Jingjing Liang

GMAim: an analytical pipeline for microRNA splicing profiling using generative model , Kan Liu

Application of Cosine Similarity in Bioinformatics , Srikanth Maturu

Scaling up an Infrastructure for Controlled Experimentation with Testing Techniques , Wayne D. Motycka

Scale-Out Algorithm For Apache Storm In SaaS Environment , Ravi Kiran Puttaswamy

A Comprehensive Framework to Replicate Process-Level Concurrency Faults , Supat Rattanasuksun

Speech Emotion Recognition using Convolutional Neural Networks , Somayeh Shahsavarani

Assessing the Quality and Stability of Recommender Systems , David Shriver

Consensus Ensemble Approaches Improve De Novo Transcriptome Assemblies , Adam Voshall

EvoAlloy: An Evolutionary Approach For Analyzing Alloy Specifications , Jianghao Wang

Higher-Level Consistencies: Where, When, and How Much , Robert J. Woodward

DEPLOYING, IMPROVING AND EVALUATING EDGE BUNDLING METHODS FOR VISUALIZING LARGE GRAPHS , Jieting Wu

Reducing the Tail Latency of a Distributed NoSQL Database , Jun Wu

Detection of Plant Emergence Based on Spatio Temporal Image Sequence Analysis , Bhushit Agarwal

Investigating Diversity in Open Multiagent Team Formation , Pooja Ahuja

An Unmanned Aerial System for Prescribed Fires , Evan M. Beachly

PLANT IMAGE PROCESSING: 3D VOLUME RECONSTRUCTION, HYPERSPECTRAL INFORMATION MINING AND VISUALIZATION , Shi Cao

INVESTIGATING AGENT AND TASK OPENNESS IN ADHOC TEAM FORMATION , Bin Chen

Hierarchical Active Learning Application to Mitochondrial Disease Protein Dataset , James D. Duin

Design and Implementation of a Stand-Alone Tool for Metabolic Simulations , Milad Ghiasi Rad

Exploring the Telecommunications Properties of the Human Nervous System: Analytical Modeling and Experimental Validation of Information Flow through the Somatosensory System , Natalie Hanisch

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How to write a PhD thesis: a step-by-step guide

A draft isn’t a perfect, finished product; it is your opportunity to start getting words down on paper, writes Kelly Louise Preece

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Congratulations; you’ve finished your research! Time to write your PhD thesis. This resource will take you through an eight-step plan for drafting your chapters and your thesis as a whole. 

Organise your material

Before you start, it’s important to get organised. Take a step back and look at the data you have, then reorganise your research. Which parts of it are central to your thesis and which bits need putting to one side? Label and organise everything using logical folders – make it easy for yourself! Academic and blogger Pat Thomson calls this  “Clean up to get clearer” . Thomson suggests these questions to ask yourself before you start writing:

• What data do you have? You might find it useful to write out a list of types of data (your supervisor will find this list useful too.) This list is also an audit document that can go in your thesis. Do you have any for the “cutting room floor”? Take a deep breath and put it in a separate non-thesis file. You can easily retrieve it if it turns out you need it.
• What do you have already written? What chunks of material have you written so far that could form the basis of pieces of the thesis text? They will most likely need to be revised but they are useful starting points. Do you have any holding text? That is material you already know has to be rewritten but contains information that will be the basis of a new piece of text.
• What have you read and what do you still need to read? Are there new texts that you need to consult now after your analysis? What readings can you now put to one side, knowing that they aren’t useful for this thesis – although they might be useful at another time?
• What goes with what? Can you create chunks or themes of materials that are going to form the basis of some chunks of your text, perhaps even chapters?

Once you have assessed and sorted what you have collected and generated you will be in much better shape to approach the big task of composing the dissertation. 

Decide on a key message

A key message is a summary of new information communicated in your thesis. You should have started to map this out already in the section on argument and contribution – an overarching argument with building blocks that you will flesh out in individual chapters.

You have already mapped your argument visually, now you need to begin writing it in prose. Following another of Pat Thomson’s exercises, write a “tiny text” thesis abstract. This doesn’t have to be elegant, or indeed the finished product, but it will help you articulate the argument you want your thesis to make. You create a tiny text using a five-paragraph structure:

• The first sentence addresses the broad context. This locates the study in a policy, practice or research field.
• The second sentence establishes a problem related to the broad context you have set out. It often starts with “But”, “Yet” or “However”.
• The third sentence says what specific research has been done. This often starts with “This research” or “I report…”
• The fourth sentence reports the results. Don’t try to be too tricky here, just start with something like: “This study shows,” or “Analysis of the data suggests that…”
• The fifth and final sentence addresses the “So What?” question and makes clear the claim to contribution.

Here’s an example that Thomson provides:

Secondary school arts are in trouble, as the fall in enrolments in arts subjects dramatically attests. However, there is patchy evidence about the benefits of studying arts subjects at school and this makes it hard to argue why the drop in arts enrolments matters. This thesis reports on research which attempts to provide some answers to this problem – a longitudinal study which followed two groups of senior secondary students, one group enrolled in arts subjects and the other not, for three years. The results of the study demonstrate the benefits of young people’s engagement in arts activities, both in and out of school, as well as the connections between the two. The study not only adds to what is known about the benefits of both formal and informal arts education but also provides robust evidence for policymakers and practitioners arguing for the benefits of the arts. You can  find out more about tiny texts and thesis abstracts on Thomson’s blog.

• Writing tips for higher education professionals
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Write a plan

You might not be a planner when it comes to writing. You might prefer to sit, type and think through ideas as you go. That’s OK. Everybody works differently. But one of the benefits of planning your writing is that your plan can help you when you get stuck. It can help with writer’s block (more on this shortly!) but also maintain clarity of intention and purpose in your writing.

You can do this by creating a  thesis skeleton or storyboard , planning the order of your chapters, thinking of potential titles (which may change at a later stage), noting down what each chapter/section will cover and considering how many words you will dedicate to each chapter (make sure the total doesn’t exceed the maximum word limit allowed).

Use your plan to help prompt your writing when you get stuck and to develop clarity in your writing.

Some starting points include:

• This chapter will argue that…
• This section illustrates that…
• This paragraph provides evidence that…

Of course, we wish it werethat easy. But you need to approach your first draft as exactly that: a draft. It isn’t a perfect, finished product; it is your opportunity to start getting words down on paper. Start with whichever chapter you feel you want to write first; you don’t necessarily have to write the introduction first. Depending on your research, you may find it easier to begin with your empirical/data chapters.

Vitae advocates for the “three draft approach” to help with this and to stop you from focusing on finding exactly the right word or transition as part of your first draft.

This resource originally appeared on Researcher Development .

Kelly Louse Preece is head of educator development at the University of Exeter.

If you would like advice and insight from academics and university staff delivered direct to your inbox each week, sign up for the Campus newsletter .

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CS Senior Spotlight: Eleftheria (Elli) Beres

Continuing her passion for research, beres will begin a phd in computer science at the university of washington this fall.

Eleftheria (Elli) Beres didn’t hesitate to contact professors whose work fascinated her. Eager to gain crucial research skills, she jumped into two laboratory positions supported by Summer Undergraduate Research Grants from the Office of Undergraduate Research and a 2023 Northwestern Computer Science Summer Undergraduate Research Fellowship.

In Professor Sam Kriegman’s Xenobot Lab , Beres simulated rigid-body virtual robots that can grow as they interact with their surroundings. Beres developed evolutionary algorithms that model natural selection, providing novel functionality which enables the simulation of robots capable of evolving their own morphologies, behaviors, and growth progressions in a virtual environment.

In Professor Josh Leonard’s Lab for Cellular Devices and Biomolecular Engineering , Beres conceptualized and developed an easy-to-use Python package for synthetic biologists to rapidly analyze batches of flow cytometry data. She presented a poster of this work at the 2023 Engineering Biology Research Consortium’s Annual Meeting.

Recently named among 12 ‘ outstanding CS seniors ’ for academic excellence and contributions to Northwestern CS, Beres served as a peer mentor for two years. She supported a range of courses, including BME 220-0-20: Introduction to Biomedical Statistics , COMP_SCI 396, 496: Artificial Life , COMP_SCI 349: Machine Learning , DATA_ENG 200-0 Foundations of Data Science , and GEN_ENG 205-1: Engineering Analysis 1 .

We asked Beres about her experiences at Northwestern Engineering, opportunities for impactful collaborations, and her advice for current students.

Why did you decide to pursue the CS major at McCormick?

In high school, I competed with my robotics team as the programmer. In that role, I fell in love with programming and computer science. At Northwestern, I found the department to be an incredibly welcoming environment full of passionate, caring, and interesting people.

How did the McCormick curriculum help build a balanced, whole-brain ecosystem around your studies?

The Engineering First classes at Northwestern gave me a strong base of STEM knowledge and engineering experience that I could build from to be successful in my computer science degree. The Design Thinking and Communication course gave me unique practical experience focused on quarter-long team projects for real clients. What's more, by taking Engineering First classes with other engineering students, I gained friends across McCormick that I otherwise wouldn't have met who have stayed with me all throughout my time here.

What are some examples of collaborative or interdisciplinary experiences at Northwestern that were impactful to your education and research?

One of my favorite courses was COMP_SCI 397: Computer Science Education , an interdisciplinary computer science + learning sciences class taught by Professors Mike Horn and Paula Hooper . This course made me more passionate about computing education research — the area I aspire to focus on in my PhD. I've also had amazing experiences collaborating in the programming languages classes I've taken. In both COMP_SCI 324: Dynamics of Programming Languages and COMP_SCI 396: Programming Languages Seminar , I worked on self-directed projects alongside PhD students in programming languages.

What skills or knowledge did you learn in the undergraduate program that you think will stay with you for a lifetime?

The most important skills I've learned at Northwestern have been soft skills. I've learned how to better collaborate on programming projects with others and how to do research as part of a group. These collaboration skills, in addition to the communication skills I've gained by presenting research and projects to classes, research groups, and conferences, will stay with me for a lifetime.

What's next? What are your short- and long-term plans/goals in terms of graduate studies and/or your career path?

In the fall, I'm starting a PhD in computer science at the University of Washington's Allen School of Computer Science and Engineering, working with Michael Ernst , Amy Ko , and R. Ben Shapiro . After completing the PhD program, I aspire to become a professor to focus on both teaching computer science and researching computing education, programming languages, and software engineering.

What advice do you have for current Northwestern CS students?

Don't be afraid to reach out to professors. My research experiences all started by contacting professors whose work interested me. I've found professors to be more than happy to talk about their work and to help students get involved with projects. I've gotten invaluable research, personal, and professional advice from Northwestern Computer Science professors.

And make sure to take breaks and take care of yourself. The quarter system can be brutal sometimes, and it's easy to get overwhelmed. Don't be afraid to take things at your own pace, do things outside of classes for fun, and reach out for help if you're struggling.

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Stanford Online

Computer science ms degree.

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In the Stanford Computer Science Master's degree , you will complete coursework covering the fundamental aspects of computer science and deepen your expertise in at least one specialized area of study.

If you want to pursue the degree on a part-time basis, so as not to interrupt your career, you can enroll in as few as one course per quarter.

For added flexibility, you can take courses online or in-person on Stanford’s campus. Each quarter, numerous computer science and other engineering courses are available online. While most specializations within the computer science degree require attending some in-person classes, you can complete the Artificial Intelligence, Information Management and Analytics, and Systems Specializations entirely through online coursework. (Note that students interested in earning the master's degree part-time or online must reside in the United States.) 

If you want more flexibility than the part-time master's degree, you can apply to take individual courses or pursue a graduate certificate without being formally admitted to Stanford master’s degree program. Choose from many options, including Foundations in Computer Science , Artificial Intelligence , Cybersecurity , Visual Computing , Software Systems , and Advanced Software Systems . Upon successful completion of each course, you will receive academic credit and a Stanford University transcript.

If you later choose to apply and are admitted into a master's degree program at Stanford, you may apply up to 18 units towards the master's degree (pending department approval).

Not sure which of these credentials is right for you? Compare our graduate certificate vs. master’s degree .

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How long it will take.

To earn the Master of Science in Computer Science Degree, you must complete 45 units.

• As a part-time student, you can expect to finish the degree in 3 to 5 years.
• As a full-time student, you can expect to finish the degree in 1 to 2 years.

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For admissions information , please visit the department's site or contact [email protected] .

For degree requirements , please review either the department's Guide to the MSCS Program Sheet or Stanford Bulletin . See the department's FAQs page .

For more about the policies, procedures, and logistics, please review our website .

While this degree can be completed online, it depends on your program plan and area of focus. Most courses in the Computer Science department are offered only on campus. Specific online course offerings depend heavily on your program plan, area of focus, and the online course offerings for any given academic quarter. Students who are outside the US cannot pursue the master's degree online.

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