Theses/Dissertations from 2023
Deep Face Morph Detection Based on Wavelet Decomposition, Poorya Aghdaie
Multimodal Neuron Classification based on Morphology and Electrophysiology, Aqib Ahmad
Learning Representations for Novelty and Anomaly Detection, Ranya Almohsen
Machine Learning for Biosensors, Gayathri Anapanani
Investigating the Impact of Demographic Factors on Contactless Fingerprint Interoperability, Aeddon David Berti
Generative Prior for Unsupervised Image Restoration, Ahmed Cheikh Sidiya
Component Optimization of a Parallel P4 Hybrid Electric Vehicle Utilizing an Equivalent Consumption Minimization Strategy, Holden Ryan Fraser
AI-Driven Security Constrained Unit Commitment Using Predictive Modeling And Eigen Decomposition, Talha Iqbal
Development of Machine Learning based approach to predict fuel consumption and maintenance cost of Heavy-Duty Vehicles using diesel and alternative fuels, Sasanka Katreddi
An Empirical Analysis of Algorithms for Simple Stochastic Games, Cody William Klingler
A Longitudinal Study of Factors that Affect User Interactions with Social Media and Email Spam, Wojciech M. Mazurek
Scene representation and matching for visual localization in hybrid camera scenarios, Marcela A. Mera Trujillo
Generative Adversarial Network and Its Application in Aerial Vehicle Detection and Biometric Identification System, Moktari Mostofa
Simulations of Implementation of Advanced Communication Technologies, Ivy Yousuf Moutushi
Community and key player detection for disrupting illicit drug supply networks in social media platforms – especially on Instagram, Akassi Rachel Niamke Aman
Sequence Checking and Deduplication for Existing Fingerprint Databases, Tahsin Islam Sakif
Enabling Cybersecure and Resilient Smart Distribution Grid with Edge Devices, Partha Sarathi Sarker
Framework for Data Acquisition and Fusion of Camera and Radar for Autonomous Vehicle Systems, Clay Edward Vincent
Computational Mechanisms of Face Perception, Jinge Wang
Face Image and Video Analysis in Biometrics and Health Applications, Na Zhang
Theses/Dissertations from 2022
Bacterial Contamination in Public ATAC-Seq Data and Alignment-Free Detection Methods, Drake Michael Aesoph
Network Slicing in 5G: Admission, Scheduling, and Security, Raneem Jassim Alghawi
Air-Assisted Communications Using Line-of-Sight Links, Shaikha A. Alkandari
Incentive Analysis of Blockchain Technology, Rahul Reddy Annareddy
Synthesizing Realistic Substitute Data for a Law Enforcement Database using a Python Library, Anthony Carrola
Machine Learning Approach to Health Risk Determination, Levi Butcher Cole
An Analysis on Adversarial Machine Learning: Methods and Applications, Ali Dabouei
Inferential Statistics and Information Theoretical Measures: An Approach to Interference Detection in Radio Astronomy, Morgan R. Dameron
Modeling, Simulation, and Hardware-in-the-Loop Implementation of Distributed Voltage Control in Power Systems with Renewable Energy Sources, Ali Dehghan Banadaki
Ear Biometrics: A Comprehensive Study of Taxonomy, Detection, and Recognition Methods, Susan AWM El-Naggar
Information Theoretical Analysis of the Uniqueness of Iris Biometrics, Katelyn M. Hampel
Detecting Adverse Drug Events Using a Deep neural network Model, Saminur Islam
Performance of Sensor Fusion for Vehicular Applications, Nikola Janevski
GAN-Based Super-Resolution And Segmentation Of Retinal Layers In Optical Coherence Tomography Scans, Paria Jeihouni
A Domain Adaptation Approach for Segmenting Cell Instances in Microscopy Data, Matthew R. Keaton
Face Representation Learning and Its Applications: from Image Editing to 3D Avatar Animation, Xudong Liu
Efficacy of Reported Issue Times as a Means for Effort Estimation, Paul Phillip MacLean
Deep Learning Detection in the Visible and Radio Spectrums, Greg Clancy Murray
Generation of High Performing Morph Datasets, Kelsey Lynn O'Haire
Multimodal Adversarial Learning, Uche Osahor
Landmark Enforcement and Principal Component Analysis for Improving GAN-Based Morphing, Samuel W. Price
Classifying Blood Glucose Levels Through Noninvasive Features, Rishi Reddy
Learning Representations for Human Identification, Sinan Sabri
Pathfinding Fast Radio Bursts Localizations using Very Long Baseline Interferometry, Pranav Rohit Sanghavi
Performance Enhancement of Organic Light-Emitting Diodes by Electronic Doping, David A. Shelhammer
An Efficient AR Model-Based Method for the Detection of Forced Oscillations in Power Networks: Implementation and Analysis, Maria Waleska Suarez
Fashion Compatibility Prediction Using Ensemble Learning, Nathan Utzman
Modeling of Inverter-Based Microgrid for Small-Signal and Large-Signal Stability Analysis, Vishal Verma
Face Recognition with Attention Mechanisms, Qiangchang Wang
A Novel Computational Network Methodology for Discovery of Biomarkers and Therapeutic Targets, Qing Ye
Theses/Dissertations from 2021
Analysis and Classification Of Software Fault-Proneness And Vulnerabilities, Mohammad Jamil Ahmad
Transform Based Approaches for the Detection of Astrophysical Signals, Marwan Mahfud Alkhweldi
Floating-Gate Design and Linearization for Reconfigurable Analog Signal Processing, Steven Michael Andryzcik II
IoT Malicious Traffic Classification Using Machine Learning, Michael Austin
Re-design of Precision Signal Conditioning Circuit for detecting Schumann Resonance, Rohith Bikkina
Single and Differential Morph Attack Detection, Baaria Chaudhary
Evaluating Social Media as a Medium of Private Communication Through Steganographic Images, Kendall Weldon Coles
Mitigating Insider Threats in a Cooperative Adaptive Cruise Control System Using Local Intra-Vehicle Data, Alexander Francis Colon
Real vs Fake Faces: DeepFakes and Face Morphing, Jacob L. Dameron
Topic Modeling and Cultural Nature of Citations, Marie Coraline Dumaz
An End-to-End Face Recognition System Evaluation Framework, James Andrew Duncan
Using Distributed Ledger Technologies in VANETs to Achieve Trusted Intelligent Transportation Systems, Fares Nabil ElAmine
RANIA: A Framework for a Modular, Voice Enabled, GeronTechnology-Centric, Smart-Home System, Emily Francis
Increasing the Reliability of Software Systems on Small Satellites Using Software-Based Simulation of the Embedded System, Matthew D. Grubb
Analysis of Millimeter-Wave Networks: Blockage, Antenna Directivity, Macrodiversity, and Interference, Enass Hriba
Deep Learning Architectures for Heterogeneous Face Recognition, Seyed Mehdi Iranmanesh
Consensus Based Control Strategy for Virtual Synchronous Generators in Microgrids, Anusha kandula
Plant Species Identification In The Wild Based On Images Of Organs, Meghana Kovur
Identical Twins as a Facial Similarity Benchmark for Human Facial Recognition, John Andrew McCauley
Identification and Classification of Radio Pulsar Signals Using Machine Learning, DI Pang
Ensemble Encoder-Decoder Models for Predicting Land Transformation, Pariya pourmohammadi
Deep Models for Improving the Performance and Reliability of Person Recognition, Sobhan Soleymani
Improving Deep Learning Models in Weakly Supervised Learning Paradigms, Fariborz Taherkhani
Integration of Deep Hashing and Channel Coding for Biometric Security and Biometric Retrieval, Veeru Talreja
Application of Artificial Intelligence in Three Phase Unbalanced Smart Power Distribution Grid, Deepak Tiwari
Weed Recognition in Agriculture: A Mask R-CNN Approach, Sruthi Keerthi Valicharla
Interoperability of Contact and Contactless Fingerprints Across Multiple Fingerprint Sensors, Brady M. Williams
Deep Fingerprint Matching from Contactless to Contact Fingerprints for Increased Interoperability, Alexander James Wilson
A Deep Learning Approach to LncRNA Subcellular Localization Using Inexact q-mer, Weijun Yi
Theses/Dissertations from 2020
Programming of Floating-Gate Transistors for Nonvolatile Analog Memory Array, Haifa Abulaiha
Rail-to-Rail Operational in Low-Power Reconfigurable Analog Circuitry, Jared Dale Baker
Risk Assessment of Architecture Technical Debt, Mrwan Omar Kh. Ben Idris
A Machine Learning Approach to Estimate the Annihilation Photon Interactions Inside the Scintillator of a PET Scanner, Sai Akhil Bharthavarapu
Estimating Refactoring Efforts for Architecture Technical Debt, Samir Deeb
Searching for Needles in the Cosmic Haystack, Thomas Ryan Devine
On Body Mass Index Analysis from Human Visual Appearance, Min Jiang
Comparative Study of Model-Based and Learning-Based Disparity Map Fusion Methods, Douglas E. Kerr Jr.
Palmprint Gender Classification Using Deep Learning Methods, Minou Khayami
Interoperability Of IP-Based Cameras, Faythe C. Maston
Deep Learning Based Face Detection and Recognition in MWIR and Visible Bands, Suha Reddy Mokalla
Parametric Optimization of Visible Wavelength Gold Lattice Geometries for Improved Plasmon-Enhanced Fluorescence Spectroscopy, Casey A. Norville
Investigation of Phonon Polaritons in an hBN GaN Heterostructure, Catherine G. O'Hearn
Blind Image Denoising using Supervised and Unsupervised Learning, Surekha Pachipulusu
Representation Learning with Adversarial Latent Autoencoders, Stanislav Pidhorskyi M.S.
Image and Video-Based Autism Spectrum Disorder Detection via Deep Learning, Mindi Ruan
Design, Modeling and Optimization of Reciprocating Tubular Permanent Magnet Linear Generators for Free Piston Engine Applications, Jayaram Subramanian
Speech Mode Classification using the Fusion of CNNs and LSTM Networks, Pratyusha Chowdary Vakkantula
Video and Image Super-Resolution via Deep Learning with Attention Mechanism, Xuan Xu
Development of Software-only Simulation Test Beds (SoST) for Spacecraft and SmallSats, Scott Alan Zemerick
Theses/Dissertations from 2019
An Empirical Analysis of an Algorithm for the Budgeted Maximum Vertex Cover Problem in Trees, Mujidat Abisola Adeyemo