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Theses from 2024
Stock Price Trend Prediction using Emotion Analysis of Financial Headlines with Distilled LLM Model, Rithesh H. Bhat
Development of a Collaborative Research Platform for Efficient Data Management and Visualization of Qubit Control, Devanshu Brahmbhatt
ENHANCING ARRAY BASED OPERATIONS: A NUMPY INSPIRED APPROACH IN DIABLO FRAMEWORK, Priyank Gupta
Manifold Learning in Robotics: A Tutorial and Survey, marcus hawkins
Performance analysis and improvements in diffusion model which predicts 3D shapes from 2D microscopy images, Aarushi Jain
Pathology Slide Segmentation, Mohamed Mohamed
PREDICTING FUTURE STATES WITH SPATIAL POINT PROCESSES IN SINGLE MOLECULE RESOLUTION SPATIAL TRANSCRIPTOMICS, Biraaj Rout
CyclistAI: A SMARTPHONE SOLUTION FOR CYCLIST STRESS ASSESSMENT USING DEEP LEARNING, Aairish Singh
EXPLORING MACHINE LEARNING TECHNIQUES FOR EMBEDDED HARDWARE, Neel R. Vora
ADAPTIVE LOAD-AWARE ELASTIC DATA REDUCTION AND RE-COMPUTATION FOR ADAPTIVE MESH REFINEMENT, Mengxiao Wang
Theses from 2023
HeMLN-SD: Substructure Discovery in Heterogeneous Multilayer Networks, Kiran Bolaj
ENHANCING THE CLASSIFICATION OF AUTISM SPECTRUM DISORDER FROM RS-FMRI FUNCTIONAL CONNECTIVITY DATA USING TEMPORAL INFORMATION, Mihir Yashwant Ingole
Feasibility Study of Off-The-Shelf Components on a Split-Cycle Motor and ESC Testbed, HAYDEN C. LOTSPEICH
EaseMarks: Using Secondary Sketch Marks To Author and Communicate Motion Interpolation, Hadrien Nguyen
HoMLN-SD: Substructure Discovery In Homogeneous Multilayer Networks, Arshdeep Singh
Enhancing Health Tweet Classification: An evaluation of Transformer-based models for Comprehensive Analysis, Foram Pankajbhai Patel
Context-Aware Gaze-Based Interface for Smart Wheelchair, Tien Pham
EMAuth: A USABLE CONTINUOUS AUTHENTICATION SCHEME, Vighnesh Sivaraman
Theses from 2022
Data Discovery Analysis on Complex Time Series Data, Peter Lawrence Severynen
Intuitive Robot Integration via Virtual Reality Workspaces, Minh Tram
DISTRACTION DETECTION AND INTENTION RECOGNITION FOR GESTURE-CONTROLLED UNMANNED AERIAL VEHICLE OPERATION, Debayan Datta
“Strict Moderation?” The Impact of Increased Moderation on Parler Content and User Behavior, Nihal Kumarswamy
LEARNING TOPOLOGY PRESERVING EMBEDDINGS FOR SPEEDING UP NEAREST NEIGHBOR RETRIEVAL, Mason Lary
A COMBINATORIAL APPROACH TO FAIRNESS TESTING OF MACHINE LEARNING MODELS, Ankita Ramjibhai Patel
Detection and classification of object presence and characteristics in a water container using high frequency ultrasound, Mehul Vishal Sadh
A NON-CONTACT BASED SYSTEM TO MEASURE SPO2 AND SYSTOLIC/DIASTOLIC BLOOD PRESSURE USING RGB-NIR CAMERA, Divya Saxena
Theses from 2021
Language Pre-Training and Auxiliary Tasks for Vision and Language Navigation, Saumya Bhatt
ADAPTIVE HUMAN-ROBOT MOTION TRANSFER FOR COMPLETE BODY IMITATION, Francisco Villa
DECOUPLING-BASED APPROACH TO CENTRALITY DETECTION IN HETEROGENEOUS MULTILAYER NETWORKS, Kiran Mukunda
PREDICT BEHAVIOURAL SCORES IN SLEEP APNEA PATIENTS FROM RESTING STATE NEAR-INFRARED SPECTROSCOPY (fNIRS), Amnah Abdelrahman
LEARNING HIERARCHICAL TRAVERSABILITY REPRESENTATION FOR EFFICIENT MULTI-RESOLUTION PATH PLANNING, Reza Etemadi Idgahi
CONTINUOUS AMERICAN SIGN LANGUAGE TRANSLATION WITH ENGLISH SPEECH SYNTHESIS USING ENCODER-DECODER APPROACH, Preetham Ganesh
LOW-DOSE CT IMAGE DENOISING USING DEEP LEARNING METHODS, Zeheng Li
GLAZE EPOCHS: EXTERNALIZING MATERIAL KNOWLEDGE THROUGH TANGIBLE DATA RECORDS IN A CERAMICS STUDIO, Hedieh Moradi
END-USER FRAMEWORK FOR ROBOT CONTROL, Kaustubh Kedar Rajpathak
STRUCTURE AWARE HUMAN POSE ESTIMATION USING ADVERSARIAL LEARNING, Suryam Sharma
USING SENTIMENT AND EMOTION ANALYSIS OF NEWS ARTICLES TO ANALYZE THE EFFECTS OF LEADER’S STATEMENTS ON COVID-19 SPREAD, Poojitha Thota
Theses from 2020
A Survey on DDoS Attacks in Edge Servers, Iftakhar Ahmad
SEMI-AUTOMATIC HAND POSE ESTIMATION USING A SINGLE DEPTH CAMERA, Giffy Jerald Chris
GENERATING ADVERSARIAL EXAMPLES FOR RECRUITMENT RANKING ALGORITHMS, Anahita Samadi
INCOMPLETE TIME SERIES FORECASTING USING GENERATIVE NEURAL NETWORKS, Harshit Tarun Shah
EARLY DETECTION OF GLAUCOMA USING MODIFIED RESIDUAL U-NET CONVOLUTIONAL NEURAL NETWORK, Balasubramaniam Theetharappan
LINK PREDICTION BASED FACE CLUSTERING USING VARIATIONAL ATTENTIONAL GRAPH AUTOENCODER, Harish Deepak Verlekar
PERSON IDENTIFICATION AND TINETTI SCORE ASSESSMENT USING BALANCE PARAMETERS TO DETERMINE FALL RISK, Varsha Rani Chawan
ACTIVITY RECOGNITION TO MIMIC HUMAN PERCEPTION, Alankrit Gupta
Evaluating the Accuracy of Gaze Detection for Moving Character, Sanath Narasimhan
Classification of Factual and Non-Factual Statements Using Adversarially Trained LSTM Networks, Daniel Obembe
"How Good are They?" - A State of the Effectiveness of Anti-Phishing Tools on Twitter, Sayak Saha Roy
In Situ Sensor Calibration Using Noise Consistency, Shriiesh Var Sharma
Big Data In Single Player Games, Mohammad Khaldoun Farhan Aldaboubi
Semi-supervised Learning using Triple-Siamese Network, Debapriya Banerjee
Randomized and Evolutionary Approaches to Dataset Characterization, Feature Weighting, and Sampling in K-Nearest Neighbors, Suryoday Basak
DAS page replacement algorithm, Ramya Danappa
PORTABLE ELECTROCHEMICAL SENSING PLATFORM: FROM HARDWARE TO SOFTWARE, Karthik Gangadhara
3D SKELETON CONSTRUCTION FROM MULTIPLE CAMERA VIEWS FOR QUANTIFYING GAIT PARAMETERS, Saket Gupta
Using ChebConv and B-Spline GNN models for Solving Unit Commitment and Economic Dispatch in a day ahead Energy Trading Market based on ERCOT Nodal Model, Yashodhan Kumthekar
INTRINSIC CURIOSITY IN REINFORCEMENT LEARNING BY IMPROVING NEXT STATE PREDICTION, Paul Lewis Lobo
TaPIN: A Two-Factor User Authentication Scheme for Smartwatches through Secret Finger Tapping, Akash Lohani
MR_QP: A Scalable Approach To Query Processing on Arbitrary-Size Graphs Using The Map/Reduce Framework, Harshit Ashokkumar Modi
Development of Text Analytics for Debriefing Reflection Essays, Md Shadekur Rahman
MLN-Subdue: Decoupling Approach-Based Substructure Discovery In Multilayer Networks (MLNs), Anish Rai
Azul - Using multimodal sensors from mobile and wearable devices for assessment and monitoring of depression symptoms, Manu Srivastava
Extractive Summarization and Simplification of Scholarly Literature, Nilav Bharatkumar Vaghasiya
Theses from 2019
DEDUPLICATION-AWARE PAGE CACHE IN LINUX KERNEL FOR IMPROVED READ PERFORMANCE, Venkata Satya Ravi Kiran Boggavarapu
DETECT TRAFFIC SIGNS FROM LARGE STREET VIEW IMAGES WITH DEEP LEARNING, Zhifei Deng
ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse, Faezeh Ghaderi
PERFORMANCE MODELING AND RESOURCE PROVISIONING FOR DATA-INTENSIVE APPLICATIONS, Zhongwei Li
HIDING IN PLAIN SIGHT? THE IMPACT OF FACE RECOGNITION SERVICES ON PRIVACY, James Richard Ortega
Social Media Text Analysis using Multi-kernel Convolutional Neural Network, Anna Philips
PARSING CODE-SWITCHED TAGLISH LANGUAGE BY CREATING CONSTITUENTS, Fadiah Qudah
Distributed Deep Neural Networks Training For Brain Imaging Applications, Sudheer Raja
The Impact of Toxic Replies on Twitter Conversations, Nazanin Salehabadi
USE OF WORD EMBEDDING TO GENERATE SIMILAR WORDS AND MISSPELLINGS FOR TRAINING PURPOSE IN CHATBOT DEVELOPMENT, Sanjay Thapa
COMPREHENSIVE STUDY OF GENERATIVE METHODS ON DRUG DISCOVERY, Siyu Xiu
User Syndication Using Speech Rhythm, Faisal Z H Alnahhas
Voice Controlled Accessibility and Testing tool (VCAT), Nagendra Prasad Kasaghatta Ramachandra
Data-Driven Modeling of Heterogeneous Multilayer Networks For Computing Communities Using Bipartite Graphs, Kanthi Sannappa Komar
A Dynamic Multi-Threaded Queuing Mechnism for Reducing the Inter-Process Communication Latency on Multi-Core Chips, Rohitshankar Vijay Shankar V Mishra
IMPLEMENTATION AND ANALYSIS OF XCACHE ON SOUTHWEST TIER 2 CLOUD CLUSTER FOR LARGE HADRON COLLIDER ATLAS EXPERIMENT, Priyam Banerjee
EXPERIMENTAL EVALUATION OF N-MODEL METHODOLOGY, Mehrab Irani
Deep Reinforcement Learning-based Portfolio Management, Nitin Kanwar
ULTRA-CONTEXT: MAXIMIZING THE CONTEXT FOR BETTER IMAGE CAPTION GENERATION, Ankit Khare
ClaimPortal: Building a Social Media Analytics System for Assisting Fact-Checking, Sarthak Majithia
ON THE FEASIBILITY OF MALWARE UNPACKING WITH HARDWARE PERFORMANCE COUNTERS, Jay Mayank Patel
Effective Crypto Ransomware Detection Using Hardware Performance Counters, John Podolanko
FrameAnnotator - A Web-Based Frame Semantic Annotation Tool, Sarbajit Roy
ANALYSIS AND CATEGORIZATION OF DRIVE-BY DOWNLOAD MALWARE USING SANDBOXING AND YARA RULESET, Mohit Singhal
BLOCKCHAIN: RESOURCE UTILISATION ANALYSIS WITH A GAME THEORY PERSPECTIVE, Vaibhav Soni
Theses from 2018
HEALTH MONITORING OF ATLAS DATA CENTER CLUSTERS AND FAILURE ANALYSIS, Meenakshi Balasubramanian
GENERATING AN ADAPTIVE PATH USING RRT SAMPLING AND POTENTIAL FUNCTIONS WITH DIRECTIONAL NEAREST NEIGHBORS, Sandeep Chahal
CLASSIFICATION OF CLINICAL NARRATIVES USING CONVOLUTIONAL NEURAL NETWORK, Nikit Rajiv Lonari
TOPOLOGICAL AND FEATURE BASED IDENTIFICATION OF HOLE BOUNDARIES IN POINT CLOUD DATA AND DIFFERENTIATION BETWEEN SURFACE AND PHYSICAL HOLES, Aaqif Muhtasim
TEXT MINING ON TWITTER DATA TO EVALUATE SENTIMENT, Srijanee Niyogi
MONITORING OF SWT2 DATA CLUSTERS FOR THE ATLAS EXPERIMENT, Antara Ray
DEEPSIGN: A DEEP-LEARNING ARCHITECTURE FOR SIGN LANGUAGE, Jai Amrish Shah
DWRELU : DOUBLE WEIGHTED RECTIFIER LINEAR UNIT AN ACTIVATION FUNCTION WITH TRAINABLE SCALING PARAMETER, Bhaskar Chandra Trivedi
TOWARDS END-TO-END SEMI-SUPERVISED DEEP LEARNING FOR DRUG DISCOVERY, Xiaoyu Zhang