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Master's Projects from 2023

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Malware Classification using API Call Information and Word Embeddings, Sahil Aggarwal

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CodEval, Aditi Agrawal

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BASE STATION LOAD PREDICTION IN 5G-V2X HANDOVER, Madhujita Ranjit Ambaskar

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Differential Gene Expression Analysis of Rodent Mammary Tissue Reveals Dysregulation of Greb1 and an Age-Dependent Response to Spaceflight, Cleoma Arnold

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Graph Deep Learning Based Hashtag Recommender for Reels on Social Media, Sriya Balineni

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UNTRAINING GENDER BIAS: AN EYE-TRACKING STUDY, Ripujit S. Bamrah

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Hate Speech Detection in Hindi, Pranjali Prakash Bansod

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Bias Detector Tool for Face Datasets using Image Recognition, Jatin Vamshi Battu

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Enhancing Deep Learning Classifiers for Dynamic Keystroke Authentication via GANs, Jonathan A. Bazan

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Visualizing classification errors and mislabeling in machine learning, Vedashree Bhandare

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Identifying Potential Alzheimer’s Disease Biomarkers Beyond Amyloid-Beta and Tau, Frank Cai

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Pet Loss and Grieving Strategies: A Systematic Review of Literature, Ruth E. Cervantes

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Static Taint Analysis via Type-checking in TypeScript, Abhijn Chadalawada

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Security and Routing in a Disconnected Delay Tolerant Network, Anirudh Kariyatil Chandakara

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Enhancing Driver Distraction Detection Through the Synergy of Deep and Traditional Machine Learning, Gowtham Chandrasekaran

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Gesture Recognition with Deep Learning, Chaz Chang

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A Systematic Review: Relationship Between Medication Adherence and Hypertension, Monica Chan

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Graph Based System for Evidential Reasoning, Divyarajsinh Chauhan

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Yelp Restaurant Popularity Score Calculator, Sneh Bindesh Chitalia

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CABG vs. PCI: Greater Outcomes for Severe Coronary Artery Disease, Haejin Cho

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WIKIPEDIA WEB TABLE INTERPRETATION, KEYWORD-BASED SEARCH, AND RANKING, Kartikee Dabir

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Classifying World War II Era Ciphers with Machine Learning, Brooke Dalton

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ML-Based User Authentication Through Mouse Dynamics, Sai Kiran Davuluri

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Enhancing Facial Emotion Recognition Using Image Processing with CNN, Sourabh Deokar

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Estimating Air Pollution Levels Using Machine Learning, Srujay Rao Devaraneni

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Comparative Analysis of Transformer-Based Models for Text-To-Speech Normalization, Pankti Dholakia

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Resilience Training for Healthcare Professionals: A Literature Review, Michelle Dictor

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Proof-of-Stake for SpartanGold, Nimesh Ashok Doolani

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Efficacy of Gabapentin versus Benzodiazepines in the Management of Alcohol Withdrawal Syndrome, Douglas R. Fredona

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Sending and Receiving Internet Messages from Disconnected Areas, Abhishek Prakash Gaikwad

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IMAGE CLASSIFICATION USING ENSEMBLE MODELING AND DEEP LEARNING, Kaneesha Gandhi

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RideShare using Degrees of Separation: A Social Network-Based Approach, Gokul Garikipati

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Real Time Panoramic Image Processing, Matthew Gerlits

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INTEREST-BASED RECOMMENDATION SYSTEM USING GMAIL TOPIC MODELLING, Pranav Ghaskadbi

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ENSEMBLE TRANSFORMER ARCHITECTURE FOR EFFICIENT AND REAL TIME SIGN LANGUAGE TRANSLATION, Sumeet Ghegade

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Image Captioning using Reinforcement Learning, Venkat Teja Golamaru

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Graphical User Interface for Evidential Reasoning Models, Rohin Gopalakrishnan

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Serverless Architecture for Machine Learning, Ikshaku Goswami

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Standardizing Patient Transfer Process Among Nurses From Labor & Delivery to Mother-Baby Unit: A Quality Improvement Project, Kiratraj Kaur Grewal

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Location and Environment aware mmWave Beam Selection using Vision Transformer, Srajan Gupta

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Prediction of 2024 Indian PM Election Results Using Sentiment Analysis on Twitter Data, Surabhi Gupta

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Unlearning Hidden Bias between Refugees : An Initial Empirical Investigation, Akshay Sunil Gurnaney

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A Data Delivery Mechanism for Disconnected Mobile Applications, Shashank Hegde

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Spartan Price Oracle: A Schelling-point Based Decentralized Pirce Oracle, Sihan He

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Identification of Oral Microbiome with full-length 16S Sequencing Using Nanopore Technology, Uyen Hoang

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Effectiveness of Standardized vs. Individualized Cancer Treatment Education, Jija Issac

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Mild Cognitive Impairment and Alzheimer’s Disease Detection and Testing Interface (MCI-ADDTI) Modeller10.4 Integrating Structure-Function Prediction Modules, Grant Galileo Jacobson

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PyGrapherConnect, Shubham Jain

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Container Caching Optimization based on Explainable Deep Reinforcement Learning, Divyashree Jayaram

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The Bias Report: An Automated News Aggregator for Political Bias Classification and News Summarization, Anant Joshi

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Malware Classification using Opcode N-grams and Word Embeddings, Siddhita Joshi

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Personalized Tweet Recommendation Using Users’ Image Preferences, Shashwat Avinash Kadam

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CONTEXT AWARE NEURAL MACHINE TRANSLATION USING GRAPH ENCODERS, Saurabh Kale

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Job Tailored Resume Content Generation, Sumedh Kale

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Airport Assignment for Emergency Aircraft using Reinforcement Learning, Saketh Kamatham

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EvalSQL - AUTOMATED ASSESSMENT OF DATABASE QUERIES, Damanpreet Kaur

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Reducing Catheter-Associated Urinary Tract Infection Rates by Educating Staff on Bundle Interventions, Tirath Kaur

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NuanceNet: Comparative Analysis of AI in Complex Language Interpretation for Disaster Detection, Pavan Koushik Kommuri

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3D AR RECONSTRUCTION, Sneh Arvind Kothari

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Uncertainty-aware and Explainable Artificial Intelligence for Identification of Human Errors in Nuclear Power Plants, Bhavya Reddy Kotla

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Spam Comments Detection in YouTube Videos, Priyusha Kotta

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Efficient Video QoE Prediction in Intelligent O-RANs, Aditya Kulkarni

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Explainable AI for Android Malware Detection, Maithili Kulkarni

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Twitter Bot Detection using NLP and Graph Classification, Warada Jayant Kulkarni

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Dynamic Predictions of Thermal Heating and Cooling of Silicon Wafer, Hitesh Kumar

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Cultural Perspectives in Pain and Palliative Care, Loan LaGué

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SpartanScript: New Language Design for Smart Contracts, Ajinkya Lakade

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Characterizing Sequencing Artifacts, Kathy Thanh Lam

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Efficacy of Utilizing a Discharge Checklist at a Northern California Hospital, Becky Le

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Analyzing Improvement of MASK R-CNN on ARMS plates (and Sponges and Coral), James Lee

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On The Memory Scalability of Spectral Clustering Algorithms, Ran Li

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Resource Coordination Learning for End-to-end Network Slicing Under Limited State Visibility, Xiang Liu

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A Roadmap to Safer Hyaluronic Acid Injections, Mandi Lonergan

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Video Sign Language Recognition using Pose Extraction and Deep Learning Models, Shayla Luong

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Malware Classification using Graph Neural Networks, Manasa Mananjaya

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Detecting Botnets Using Hidden Markov Model, Profile Hidden Markov Model and Network Flow Analysis, Rucha Mannikar

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Leveraging Tweets for Rapid Disaster Response Using BERT-BiLSTM-CNN Model, Satya Pranavi Manthena

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Influence maximization based on community detection and dominating sets, Ameya Marathe

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NoSQL Databases in Kubernetes, Parth Sandip Mehta

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A Natural Language Processing Approach to Malware Classification, Ritik Mehta

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On Measuring the Degree of Resource Isolation in Elastic Network Slicing, Nitin Datta Movva

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Web Traffic Time Series Forecasting, Summanth Redde Mulkkalla

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Ubiquitous Application Data Collection in a Disconnected Distributed System, Deepak Munagala

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An Incentivization Mechanism towards Network-Slice as a Service, Yosha Mundhra

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Image-Based Malware Classification on Noise Extraction, Venkata Sai Sathwik Nadella

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Application of Adversarial Attacks on Malware Detection Models, Vaishnavi Nagireddy

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EYE MOVEMENTS BEHAVIORS IN A DRIVING SIMULATOR DURING SIMPLE AND COMPLEX DISTRACTIONS, Pradeep Narayana

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The Effect of Providing End of Life Care on the Mental Health of Critical Care Nurses, Christy Nelson

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Automated Evaluation for Distributed System Assignments, Nimesh Nischal

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Robust Cache System for Web Search Engine Yioop, Rushikesh Padia

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Modeling Sequencing Artifacts in Artificial Low Frequency Cancer Data, Hannele Padre

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Image-Based Malware Detection using Convolutional Neural Network Techniques, Brandon Palomino

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Advances in Robustness of Image-based Malware Detection, Rishika Pamanji

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NFT Artifact Prediction using Machine Learning, Rishabh Pandey

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The Impact of Utilizing the Eat, Sleep, Console Model on Pharmacologic Interventions and Length of Stay, Kareena Parks

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Database Benchmarking Suite for Survival Analysis Data, Aarsh Patel

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XAI-Driven CNN for Diabetic Retinopathy Detection, Vikas Shenoy Pete

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Driving Simulator : Driving Performance Under Distraction, Kaushik Pilligundla

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Federated Learning for Protecting Medical Data Privacy, Abhishek Reddy Punreddy

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Enhancing the Security of Yioop Discussion Board, Prajna Gururaj Puranik