Master's Projects from 2022
Gesture Recognition using Neural Networks, Ashwini Kurady
Modeling Sequencing Artifacts for Next Generation Sequencing, Yvonna Leong
Differential Gene Expression Analysis of Zebrafish Embryos Exposed to Simulated Microgravity and Insights into Cellular Effects, Nicholas Lien
Graph Neural Networks for Malware Classification, Vrinda Malhotra
Hidden Markov Models with Momentum, Andrew Miller
Investigating Lattice-Based Cryptography, Michaela Molina
Hard Real-time Linux on a Raspberry Pi for 3D Printing, Alvin Nguyen
Generative Adversarial Networks for Image-Based Malware Classification, Huy Nguyen
Adversarial Attacks on Android Malware Detection and Classification, Srilekha Nune
Predicting Externally Visible Traits from a DNA Sample for Law Enforcement Applications, Niraj Pandkar
Contextualized Vector Embeddings for Malware Detection, Vinay Pandya
Caption And Image Based Next-Word Auto-Completion, Meet Patel
Improving User Experiences for Wiki Systems, Parth Patel
Empirical Evaluation of the Shift and Scale Parameters in Batch Normalization, Yashna Peerthum
Multi-step Prediction using Tree Generation for Reinforcement Learning, Kevin Prakash
mRNA-Sequencing Pipeline and Pathway Analysis to Determine the Effects of Bisphenol A on Fragile X Syndrome in Drosophila melanogaster, Rashi Raghulan
A LIMS-less System for Genotyping Data in Marker-Assisted Selection, Alex Rios
Darknet Traffic Classification, Nhien Rust-Nguyen
Benchmarking NewSQL Database VoltDB, Kevin Schumacher
A Novel Handover Method Using Destination Prediction in 5G-V2X Networks, Pooja Shyamsundar
Analysis Of Public Sentiment of Covid-19 Pandemic, Vaccines, And Lockdowns, Devinesh Singh
A Study on Human Face Expressions using Convolutional Neural Networks and Generative Adversarial Networks, Sriramm Muthyala Sudhakar
Conservation and Prevalence of Sequence Paired Sites in Humans, Punit Sundar
Cloud Provisioning and Management with Deep Reinforcement Learning, Alexandru Tol
Concept Drift and Malware Detection, Xiaoli Tong
miRNA-seq Analysis Pipeline and R Shiny App, Alexis Torres
Robustness of Image-Based Malware Analysis, Katrina Tran
ADVERSARIAL ATTACKS ON SPEECH SEPARATION SYSTEMS, Kendrick Trinh
Virtual Machine for SpartanGold, William Wang
Using Machine Learning to Maximize First-Generation Student Success A Contribution to the Mission of Aiding the Underserved, Mustafa Emre Yesilyurt
Proxy Re-Encryption in Blockchain-based Application, Wangcheng Yuan
Whole File Chunk Based Deduplication Using Reinforcement Learning, Xincheng Yuan
Jparsec - a parser combinator for Javascript, Sida Zhong
Master's Projects from 2021
High Performance Document Store Implementation in Rust, Ishaan Aggarwal
Malware Classification with BERT, Joel Lawrence Alvares
Higher-order Link Prediction using Node and Subgraph Embeddings, Kalpnil Anjan
Evaluation of GPU Acceleration for WRF–SFIRE, Joshua Benz
Translating Natural Language Queries to SPARQL, Shreya Satish Bhajikhaye
Analysis of Camera Trap Footage Through Subject Recognition, Nirnayak Bhardwaj
Identifying Bots on Twitter with Benford’s Law, Sanmesh Bhosale
NewSQL Monitoring System, Akash Budholia
Node.js based Document Store for Web Crawling, David Bui
Twin Anomaly Detection System, Paaras Chand
Keystroke Dynamics Based on Machine Learning, Han-Chih Chang
Generative Adversarial Networks for Classic Cryptanalysis, Deanne Charan
Task Classification During Visual Search Using Classic Machine Learning and Deep Learning, Devangi Vilas Chinchankar
Effective Cancer Detection Using Higher-Order Genome Architecture and Chromatin Interactions, My Chung
Differential Gene Expression Analysis of Mice Thymi After Spaceflight, Roshani Codipilly
The Impact of Programming Language’s Type on Probabilistic Machine Learning Models, Sherif Elsaid
Analyzing Public Sentiment on COVID-19 Pandemic, Pradeepika Gedupudi
Clickbait Detection in YouTube Videos, Ruchira Gothankar
Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset, Kriti Gupta
Efficient Metadata Lookup In Inline Deduplication Systems Leveraging Block Similarity, Rakesh Gururaj
mRNA-Sequencing Pipeline for Differential Gene Expression Analysis, Crystal Han
Achieving Fairness through Load-Balancing in Social Cloud Computing Networks, Kaiyi Huang
Transcriptional Profiling of Neurological Development of Drosophila Following Bisphenol A Exposure, Eden Johnson
Visual and Lingual Emotion Recognition using Deep Learning Techniques, Akshay Kajale
Markdown to Question & Test Interoperability, Su Kim
Presentation Attack Detection in Facial Biometric Authentication, Hardik Kumar
Image-based Real Estate Appraisal using CNNs and Ensemble Learning, Prathamesh Dnyanesh Kumkar
Hybrid Cloud Workload Monitoring as a Service, Shreya Kundu
Detection of Antibiotic Resistance Genes in the Wastewater Microbial Metagenome, Alan Caparaz Le
Using Oracle to Solve ZooKeeper on Two-Replica Problems, Ching-Chan Lee
Pattern-based Botnet Detection Using Network Flow Analysis and Deep Learning Techniques, Ji An Lee
Improving the Security and Performance of Web Applications Running on the Distributed IPFS, Vu Le
Keystroke Dynamics for User Authentication with Fixed and Free Text, Jianwei Li
Airbnb Price Prediction with Sentiment Classification, Peilu Liu
Defending Vehicles Against Cyberthreats: Challenges and a Detection-Based Solution, Qilin Liu
American Sign Language Assistant, Charulata Lodha
Employee Churn Prediction using Logistic Regression and Support Vector Machine, Rajendra Maharjan
An Open Source Direct Messaging and Enhanced Recommendation System for Yioop, Aniruddha Dinesh Mallya
Performance Evaluation of Byzantine Fault Detection in Primary/Backup Systems, Sushant Mane
Detecting and predicting visual affordance of objects in a given environment, Bhumika Kaur Matharu
Malware Analysis with Auxiliary-Classifier GAN, Rakesh Nagaraju
Machine Learning Using Serverless Computing, Vidish Naik
Predicting Stocks with LSTM-based DRNN and GAN, Duy Ngo
Spaceflight and Differential Gene Expression Analysis of Mice Quadriceps Exposed to Microgravity, Tommy Nguyen
Differential Gene Expression Analysis of Rodents Exposed to Long-Term Space Flight and Insights into Physiological Effects, Jonathan Oribello
Overlapping Community Detection in Social Networks, Akshar Panchal
Summer Marine Bacterial Community Composition of the Western Antarctic Peninsula, Codey Phoun
Multimodal Detection of Cyberbullying on Twitter, Jiabao Qiu
Wildfire Risk Prediction for a Smart City, Rekha Rani
A Hybrid Gaze Pointer with Voice Control, Indhuja Ravi
Nitrogenase Iron Protein Classification using CNN Neural Network, Amer Rez
Automating Text Encapsulation Using Deep Learning, Anket Sah
Fake Malware Classification with CNN via Image Conversion: A Game Theory Approach, Yash Sahasrabuddhe
Classifying Illegal Advertisements on the Darknet Using NLP, Karan Shashin Shah
Asynchronous Validations using Programming Contracts in Java, Rahul Shukla
Hidden Markov Model-based Clustering for Malware Classification, Shamli Singh
Witness for Two-Site Enabled Coordination, Sriram Priyatham Siram
Dynamic Resource Management of Fog-Cloud Computing for IoT Support, Mariia Surmenok
Prediction of Financial Capacity using Diffusion Compartment Imaging, Lok Yi Tai
Task Classification during Visual Search with Deep Learning Neural Networks and Machine Learning Methods, Siddartha Thentu
Fake malware opcodes generation using HMM and different GAN algorithms, Harshit Trehan
Machine Learning to Detect Malware Evolution, Lolitha Sresta Tupadha
Improving Facial Emotion Recognition with Image processing and Deep Learning, Ksheeraj Sai Vepuri
An Examination of Bone Loss During Space Travel with Differential Gene Expression Analysis, Claudia Vo
