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Theses/Dissertations from 2022

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Network Slicing in 5G: Admission, Scheduling, and Security, Raneem Jassim Alghawi

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Air-Assisted Communications Using Line-of-Sight Links, Shaikha A. Alkandari

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Synthesizing Realistic Substitute Data for a Law Enforcement Database using a Python Library, Anthony Carrola

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An Analysis on Adversarial Machine Learning: Methods and Applications, Ali Dabouei

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Inferential Statistics and Information Theoretical Measures: An Approach to Interference Detection in Radio Astronomy, Morgan R. Dameron

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Modeling, Simulation, and Hardware-in-the-Loop Implementation of Distributed Voltage Control in Power Systems with Renewable Energy Sources, Ali Dehghan Banadaki

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Information Theoretical Analysis of the Uniqueness of Iris Biometrics, Katelyn M. Hampel

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Detecting Adverse Drug Events Using a Deep neural network Model, Saminur Islam

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Performance of Sensor Fusion for Vehicular Applications, Nikola Janevski

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GAN-Based Super-Resolution And Segmentation Of Retinal Layers In Optical Coherence Tomography Scans, Paria Jeihouni

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A Domain Adaptation Approach for Segmenting Cell Instances in Microscopy Data, Matthew R. Keaton

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Efficacy of Reported Issue Times as a Means for Effort Estimation, Paul Phillip MacLean

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Deep Learning Detection in the Visible and Radio Spectrums, Greg Clancy Murray

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Generation of High Performing Morph Datasets, Kelsey Lynn O'Haire

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Landmark Enforcement and Principal Component Analysis for Improving GAN-Based Morphing, Samuel W. Price

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Learning Representations for Human Identification, Sinan Sabri

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Pathfinding Fast Radio Bursts Localizations using Very Long Baseline Interferometry, Pranav Rohit Sanghavi

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Performance Enhancement of Organic Light-Emitting Diodes by Electronic Doping, David A. Shelhammer

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An Efficient AR Model-Based Method for the Detection of Forced Oscillations in Power Networks: Implementation and Analysis, Maria Waleska Suarez

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Fashion Compatibility Prediction Using Ensemble Learning, Nathan Utzman

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Face Recognition with Attention Mechanisms, Qiangchang Wang

Theses/Dissertations from 2021

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Analysis and Classification Of Software Fault-Proneness And Vulnerabilities, Mohammad Jamil Ahmad

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Transform Based Approaches for the Detection of Astrophysical Signals, Marwan Mahfud Alkhweldi

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Floating-Gate Design and Linearization for Reconfigurable Analog Signal Processing, Steven Michael Andryzcik II

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IoT Malicious Traffic Classification Using Machine Learning, Michael Austin

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Re-design of Precision Signal Conditioning Circuit for detecting Schumann Resonance, Rohith Bikkina

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Single and Differential Morph Attack Detection, Baaria Chaudhary

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Evaluating Social Media as a Medium of Private Communication Through Steganographic Images, Kendall Weldon Coles

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Mitigating Insider Threats in a Cooperative Adaptive Cruise Control System Using Local Intra-Vehicle Data, Alexander Francis Colon

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Real vs Fake Faces: DeepFakes and Face Morphing, Jacob L. Dameron

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Topic Modeling and Cultural Nature of Citations, Marie Coraline Dumaz

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An End-to-End Face Recognition System Evaluation Framework, James Andrew Duncan

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Using Distributed Ledger Technologies in VANETs to Achieve Trusted Intelligent Transportation Systems, Fares Nabil ElAmine

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RANIA: A Framework for a Modular, Voice Enabled, GeronTechnology-Centric, Smart-Home System, Emily Francis

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Increasing the Reliability of Software Systems on Small Satellites Using Software-Based Simulation of the Embedded System, Matthew D. Grubb

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Analysis of Millimeter-Wave Networks: Blockage, Antenna Directivity, Macrodiversity, and Interference, Enass Hriba

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Deep Learning Architectures for Heterogeneous Face Recognition, Seyed Mehdi Iranmanesh

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Consensus Based Control Strategy for Virtual Synchronous Generators in Microgrids, Anusha kandula

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Plant Species Identification In The Wild Based On Images Of Organs, Meghana Kovur

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Identical Twins as a Facial Similarity Benchmark for Human Facial Recognition, John Andrew McCauley

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Identification and Classification of Radio Pulsar Signals Using Machine Learning, DI Pang

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Ensemble Encoder-Decoder Models for Predicting Land Transformation, Pariya pourmohammadi

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Deep Models for Improving the Performance and Reliability of Person Recognition, Sobhan Soleymani

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Improving Deep Learning Models in Weakly Supervised Learning Paradigms, Fariborz Taherkhani

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Integration of Deep Hashing and Channel Coding for Biometric Security and Biometric Retrieval, Veeru Talreja

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Application of Artificial Intelligence in Three Phase Unbalanced Smart Power Distribution Grid, Deepak Tiwari

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Weed Recognition in Agriculture: A Mask R-CNN Approach, Sruthi Keerthi Valicharla

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Interoperability of Contact and Contactless Fingerprints Across Multiple Fingerprint Sensors, Brady M. Williams

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Deep Fingerprint Matching from Contactless to Contact Fingerprints for Increased Interoperability, Alexander James Wilson

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A Deep Learning Approach to LncRNA Subcellular Localization Using Inexact q-mer, Weijun Yi

Theses/Dissertations from 2020

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Programming of Floating-Gate Transistors for Nonvolatile Analog Memory Array, Haifa Abulaiha

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Rail-to-Rail Operational in Low-Power Reconfigurable Analog Circuitry, Jared Dale Baker

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Risk Assessment of Architecture Technical Debt, Mrwan Omar Kh. Ben Idris

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A Machine Learning Approach to Estimate the Annihilation Photon Interactions Inside the Scintillator of a PET Scanner, Sai Akhil Bharthavarapu

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Estimating Refactoring Efforts for Architecture Technical Debt, Samir Deeb

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Searching for Needles in the Cosmic Haystack, Thomas Ryan Devine

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On Body Mass Index Analysis from Human Visual Appearance, Min Jiang

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Comparative Study of Model-Based and Learning-Based Disparity Map Fusion Methods, Douglas E. Kerr Jr.

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Palmprint Gender Classification Using Deep Learning Methods, Minou Khayami

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Interoperability Of IP-Based Cameras, Faythe C. Maston

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Deep Learning Based Face Detection and Recognition in MWIR and Visible Bands, Suha Reddy Mokalla

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Parametric Optimization of Visible Wavelength Gold Lattice Geometries for Improved Plasmon-Enhanced Fluorescence Spectroscopy, Casey A. Norville

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Investigation of Phonon Polaritons in an hBN GaN Heterostructure, Catherine G. O'Hearn

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Blind Image Denoising using Supervised and Unsupervised Learning, Surekha Pachipulusu

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Representation Learning with Adversarial Latent Autoencoders, Stanislav Pidhorskyi M.S.

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Image and Video-Based Autism Spectrum Disorder Detection via Deep Learning, Mindi Ruan

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Design, Modeling and Optimization of Reciprocating Tubular Permanent Magnet Linear Generators for Free Piston Engine Applications, Jayaram Subramanian

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Speech Mode Classification using the Fusion of CNNs and LSTM Networks, Pratyusha Chowdary Vakkantula

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Video and Image Super-Resolution via Deep Learning with Attention Mechanism, Xuan Xu

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Development of Software-only Simulation Test Beds (SoST) for Spacecraft and SmallSats, Scott Alan Zemerick

Theses/Dissertations from 2019

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An Empirical Analysis of an Algorithm for the Budgeted Maximum Vertex Cover Problem in Trees, Mujidat Abisola Adeyemo

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Scheduling for Cooperative Energy Harvesting Sensor Networks, Ahmed Ammar

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Intelligent Malware Detection Using File-to-file Relations and Enhancing its Security against Adversarial Attacks, Lingwei Chen

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Browsing via Sonification, TAYLOR C. CUTLIP

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Low-Power Reconfigurable Sensing Circuitry for the Internet-of-Things Paradigm, Alexander DiLello

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Deep Learning For Image Restoration And Robotic Vision, Yixin Du

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Security Bug Report Classification using Feature Selection, Clustering, and Deep Learning, Tanner D. Gantzer

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Multimodal Approach for Malware Detection, Jarilyn M. Hernandez Jimenez

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Autonomous Systems with Reuse: A Survey on the State-of-the-Practice, Denny LaVerne Hood III

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Automatic Detection of Insecure Codes in Stack Overflow, Shifu Hou

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Engineering Plasmonic Nanostructures for Light Management and Sensing, sujan phani kumar kasani

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Intelligent Transportation Systems, Hybrid Electric Vehicles, Powertrain Control, Cooperative Adaptive Cruise Control, Model Predictive Control, Hadi Kazemi

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Resilient Stochastic Control Strategies in Cyber-Physical Microgrids, Mohammad Reza Khalghani

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Design and Implementation of Overcurrent Protection Relays Test Bench, Khalid Daud Khattak

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Automatic Kinship Verification in Unconstrained Faces using Deep Learning, Naman Kohli

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On Generative Adversarial Network Based Synthetic Iris Presentation Attack And Its Detection, Naman Kohli

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RoAdNet: Robust Adaptive Network for Information Diffusion in VANET, Priyashraba Misra

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Domain Adaptation and Privileged Information for Visual Recognition, Saeid Motiian

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Evaluation and Understandability of Face Image Quality Assessment, Mohammad I. Nouyed

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Quantifying Human Biological Age: A Machine Learning Approach, Syed Ashiqur Rahman

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Genet-CNV: Boolean Implication Networks for Modeling Genome-Wide Co-occurrence of DNA Copy Number Variations, Salvi Singh

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Optimal Compression of Point Clouds, Benjamin Robert Smith

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Leveraging Writing And Photography Styles For Drug Trafficker Identification In Darknet Markets, Wei Song

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Low Power Voltage Reference Cells for Sensing Applications, Kody Ray Tucker

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Data Driven Intelligent Grid Stability Monitoring and Adaptive Emergency Response, Hasan Ul Banna

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Analyzing Satisfiability and Refutability in Selected Constraint Systems, Piotr Jerzy Wojciechowski

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On Matching Faces with Temporal Variations using Representation Learning, Daksha Yadav

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Textured Contact Lens based Iris Presentation Attack in Uncontrolled Environment, Daksha Yadav

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Using Social Media to Combat Opioid Epidemic, Yiming Zhang

Theses/Dissertations from 2018

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On Designing an ECG-based Intelligent System: Utilizing the Heart’s Electrical Activity to Recognize Humans and Detect Arrhythmia, Sara Saeed Abdeldayem