Master's Projects from 2022
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
Meta-Analysis of Natural vs Pharmaceutical Interventions for Alzheimer's Disease, Tamara Vrublevskaya
Data Augmentation with Malware as Images, Aditi Walia
Cyberbullying Classification based on Social Network Analysis, Anqi Wang
Privacy Preserving for Multiple Computer Vision Tasks, Amala Varghese Wilson
Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS), Xinxin Yang
Spaceflight and the Differential Gene Expression of Human Stem Cell-Derived Cardiomyocytes, Eugenie Zhu
Master's Projects from 2020
Pattern Analysis and Prediction of Mild Cognitive Impairment Using the Conn Toolbox, Meenakshi Anbukkarasu
Rehearsal Scheduling Problem, Thuan Bao
Word Embedding Techniques for Malware Classification, Aniket Chandak
Evidence-Based Detection of Pancreatic Canc, Rajeshwari Deepak Chandratre
Higher-order Link Prediction Using Graph Embeddings, Neeraj Chavan
Improved User News Feed Customization for an Open Source Search Engine, Timothy Chow
Malware Classification Using LSTMs, Dennis Dang
Understanding Impact of Twitter Feed on Bitcoin Price and Trading Patterns, Ashrit Deebadi
Housing Market Crash Prediction Using Machine Learning and Historical Data, Parnika De
Load Balancing in Cloud Computing, Snehal Dhumal
A NEAT Approach to Malware Classification, Jason Do
The Use of Evidential Reasoning Model with Biomarkers in Pancreatic Cancer Prediction, Qianhui Fan
Visualization of Large Networks Using Recursive Community Detection, Xinyuan Fan
Comparison of Word2vec with Hash2vec for Machine Translation, Neha Gaikwad
USING MACHINE LEARNING TO OPTIMIZE PREDICTIVE MODELS USED FOR BIG DATA ANALYTICS IN VARIOUS SPORTS EVENTS, Akhil Kumar Gour
FindFur: A Tool for Predicting Furin Cleavage Sites of Viral Envelope Substrates, Christine Gu
END-TO-END LEARNING UTILIZING TEMPORAL INFORMATION FOR VISION- BASED AUTONOMOUS DRIVING, Dapeng Guo
Cat Tracks – Tracking Wildlife through Crowdsourcing using Firebase, Tracy Ho
Computational Astronomy: Classification of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund
Sentiment Analysis for Troll Activity Detection on Sina Weibo, Zidong Jiang
Detection of Mild Cognitive Impairment using Diffusion Compartment Imaging, Matthew Jones
Malware Classification Based on Hidden Markov Model and Word2Vec Features, Aparna Sunil Kale
Yoga Pose Classification Using Deep Learning, Shruti Kothari
Probabilistic and Machine Learning Enhancement to CONN Toolbox, Gayathri Hanuma Ravali Kuppachi
An AI for a Modification of Dou Di Zhu, Xuesong Luo
Predicting Students’ Performance by Learning Analytics, Sandeep Subhash Madnaik
USING DEEP LEARNING AND LINGUISTIC ANALYSIS TO PREDICT FAKE NEWS WITHIN TEXT, John Nguyen
VIRTUAL ROBOT LOCOMOTION ON VARIABLE TERRAIN WITH ADVERSARIAL REINFORCEMENT LEARNING, Phong Nguyen
