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Theses/Dissertations from 2022

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

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

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

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

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

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

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

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

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

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

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

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

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

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Humanoid Robot Motion Control for Ramps and Stairs, Tommy Truong

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Preventing Variadic Function Attacks Through Argument Width Counting, Brennan Ward

Theses/Dissertations from 2021

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

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

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

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

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

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

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

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Analysis of Contextual Emotions Using Multimodal Data, Saurabh Hinduja

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

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

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

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

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

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

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

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

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Recognizing Patterns from Vital Signs Using Spectrograms, Sidharth Srivatsav Sribhashyam

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Recognizing Emotion in the Wild Using Multimodal Data, Shivam Srivastava

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

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

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

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

Theses/Dissertations from 2020

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

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Keyless Anti-Jamming Communication via Randomized DSSS, Ahmad Alagil

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

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Composition of Atomic-Obligation Security Policies, Yan Cao Albright

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Action Recognition Using the Motion Taxonomy, Maxat Alibayev

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Sentiment Analysis in Peer Review, Zachariah J. Beasley

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

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

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Unifying Security Policy Enforcement: Theory and Practice, Shamaria Engram

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

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Composition of Atomic-Obligation Security Policies, Danielle Ferguson

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

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

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

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Privacy-Preserving and Functional Information Systems, Thang Hoang

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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Toward Culturally Relevant Emotion Detection Using Physiological Signals, Khadija Zanna

Theses/Dissertations from 2019

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

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Empirical Analysis of a Cybersecurity Scoring System, Jaleel Ahmed

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Phenomena of Social Dynamics in Online Games, Essa Alhazmi

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

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Interactive Fitness Domains in Competitive Coevolutionary Algorithm, ATM Golam Bari

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

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

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

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

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

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A GPU-Based Framework for Parallel Spatial Indexing and Query Processing, Zhila Nouri Lewis

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A Flexible, Natural Deduction, Automated Reasoner for Quick Deployment of Non-Classical Logic, Trisha Mukhopadhyay

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An Efficient Run-time CFI Check for Embedded Processors to Detect and Prevent Control Flow Based Attacks, Srivarsha Polnati

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Force Feedback and Intelligent Workspace Selection for Legged Locomotion Over Uneven Terrain, John Rippetoe

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Detecting Digitally Forged Faces in Online Videos, Neilesh Sambhu

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Malicious Manipulation in Service-Oriented Network, Software, and Mobile Systems: Threats and Defenses, Dakun Shen