Theses/Dissertations/Capstones from 2026
PREDICTIVE ANALYTICS IN ONCOLOGY AND OPHTHALMOLOGY: MACHINE LEARNING APPLICATIONS FOR DIABETIC RETINOPATHY AND BREAST CANCER, Ali Abidalkareem
NATURE-INSPIRED ALGORITHMS FOR UAVS PATH AND MOTION PLANNING, Thamer Alshammari
ADVANCES IN REAL-TIME AMERICAN SIGN LANGUAGE RECOGNITION SYSTEM USING DEEP LEARNING TECHNIQUES FOR ENHANCED ACCESSIBILITY, Bader Alsharif
COMPUTER VISION AND DEEP LEARNING-BASED DECISION SUPPORT SYSTEM USING EYE MOTION TRACKING FOR NYSTAGMUS DETECTION, Kowshik Balasubramanian
EFFICIENT INTRUSION DETECTION FOR IOMT: INTEGRATING MACHINE LEARNING, FEATURE SELECTION, AND FUZZY LOGIC, Ghaida Mansour Balhareth
ENHANCING LANE DETECTION IN AUTONOMOUS VEHICLES USING DATA AUGMENTATION FOR ADVERSE ENVIRONMENTAL CONDITIONS, Rutvikkumar Dave
PERFORMANCE ANALYSIS OF VIDEO CODING FOR MACHINES WITH VISION TRANSFORMERS, Vaishnavi Dhulipudi
MACHINE LEARNING FOR ELDERLY BEHAVIOR AND RISK INCIDENT MODELING, Muhammad Tanveer Jan
GRAPH-BASED AND UNCERTAINTY-AWARE MACHINE LEARNING FOR ACADEMIC PERFORMANCE PREDICTION, Anca Olivia Muresan
ON TIME-SERIES ANALYSIS BY STRUCTURED MATRIX DECOMPOSITIONS WITH APPLICATIONS TO SIGNAL DIRECTION-OF-ARRIVAL ESTIMATION, Georgios Ierotheos Orfanidis
SPAD CAMERA IMAGE ANALYSIS, Pratheen Reddy Pininti
LLM FOR CLINICAL NAMED ENTITY RECOGNITION: A STUDY ON RAG WITH PUBMED and UMLS, Apoorv Tripathi
UAS PATH PLANNING WITH DYNAMIC REROUTING USING A SPACE-TIME GRAPH, Kimoy Williams
Theses/Dissertations/Capstones from 2025
AUTOMATED DETECTION OF OFFENSIVE TEXTS BASED ON ENSEMBLE LEARNING AND HYBRID DEEP LEARNING TECHNIQUES, Abdulkarim Faraj Alqahtani
APPLICATIONS OF DEEP LEARNING AND SIGNAL PROCESSING IN ACOUSTICS, OCEANOGRAPHY, AND BIOMETRICS, Ali Abdulmajeed Altaher
INTERPRETABLE MACHINE LEARNING FRAMEWORKS FOR DETECTING AND CHARACTERIZING ADAPTIVE PROCESSES IN GENOMIC DATA, Md Ruhul Amin
FROM SPECIALIZED TO GENERALIZED FRAMEWORKS: BROADENING MACHINE LEARNING APPROACHES TO DETECT NATURAL SELECTION, Sandipan Paul Arnab
MOVIE GENRE CLASSIFICATION USING SCRIPT TEXTS, Michael Roman Cuomo
A COMPUTATIONAL FRAMEWORK FOR MULTI-SCALE ANALYSIS OF MOUSE CEREBRAL BLOOD FLOW REGULATION, Hadi Esfandi
ROBOTIC MONITORING SYSTEM FOR COMPLEX AQUATIC ENVIRONMENTS, William Fairman
ASSESSMENT, MODELING, AND ADVANCED APPLICATIONS OF MARINE ENERGY SYSTEMS, Sasha Ivana Fung
USER BEHAVIOR ANOMALY DETECTION APPROACHES TO MITIGATE INSIDER THREATS, Omar Neil Gonzales
A GENERATIVE AI PIPELINE FOR RARE ROAD SCENARIO AUGMENTATION FROM EXISTING TRAINING DATASETS, Debarghya Goswami
AI-ASSISTED RADIO FREQUENCY FINGERPRINTING FOR IDENTIFICATION OF USER DEVICES IN 5G NETWORKS, Aishwarya Jawne
ADVANCED DEEP NEURAL NETWORK ARCHITECTURES FOR 3D GAIT ASSESSMENT FROM VIDEO IN THE EARLY DETECTION OF ALZHEIMERS DISEASE, Abhishek Singh Kushwaha
COMPARATIVE ANALYSIS OF 2D AND 3D GAIT METRICS FROM VIDEO USING DEEP LEARNING TECHNIQUES, Akhilesh Singh Kushwaha
A STUDY ON SENTENCE-LEVEL ARGUMENT IDENTIFICATION IN IMBALANCED STUDENT ESSAY CORPORA, Rishabh Lingam
EFFICIENT AND ROBUST INVERSE REINFORCEMENT LEARNING FOR COMPLEX AND DYNAMIC ENVIRONMENTS, Yanbin Lin
NODE-ATTRIBUTED SPATIAL GRAPH PARTITIONING: A KULLBACK-LEIBLER DIVERGENCE BASED APPROACH, Valentin Nechita
MAPLESS AUTONOMOUS NAVIGATION USING MONOCULAR VISION, Sai Digvijay Neelam
DEEP LEARNING FOR UNDERWATER MANATEE COUNTING AND TRACKING, Theodor Owchariw
ROBUST ANOMALY DETECTION UNDER DATA IMBALANCE, NOISE, AND LABEL SCARCITY, Zahra Salekshahrezaee
ADVANCING ROAD SAFETY THROUGH DATA INTEGRATION, LOCATION ACCURACY, AND RISK-BASED ROUTE OPTIMIZATION, Lars Skaug
TINY-PHYSICS: A COMPACT LARGE LANGUAGE MODEL FOR PHYSICS WORD PROBLEMS ON MOBILE DEVICES, Akhil Vallala
NOVEL UNSUPERVISED FRAMEWORKS FOR AUTOMATED CLASS DISTRIBUTION ESTIMATION AND BINARY LABEL GENERATION FOR TABULAR DATA, Mary Anne Walauskis