Master's Projects from 2023
Enhancing the Queueing Process for Yioop's Scheduler, Gargi Sheguri
Document-Level Machine Translation with Hierarchical Attention, Yu-Tang Shen
SIGN LANGUAGE RECOGNITION USING A HYBRID MACHINE LEARNING MODEL, Peeyusha Shivayogi
Vehicle-based Disconnected Data Distribution, Aditya Singhania
MacRuby: User Defined Macro Support for Ruby, Arushi Singh
Navigating Classic Atari Games with Deep Learning, Ayan Abhiranya Singh
GESTURE RECOGNITION OF SIGN LANGUAGE ALPHABET USING MACHINE LEARNING TECHNIQUES, Gursimran Singh
Concept Drift Detection in Android Malware, Inderpreet Singh
Image-Based Classification of Malware using t-SNE Images, Vincent Stowbunenko
GENDER CLASSIFICATION VIA HUMAN JOINTS USING CONVOLUTIONAL NEURAL NETWORK, Cheng-En Sung
RelationalNet using Graph Neural Networks for Social Recommendations, Dharahas Tallapally
The Search for Metabolic Variants in Response to Climate Change in the American Pika, Tyler Stewart Trader
Poriferal Vision: Using MobileNet to Classify Sponge Spicules through Transfer Learning, Brian Tran
SpartanDark: Anonymity Model Integration with a Blockchain Network using SpartanGold, Nishanth Uchil
Deep learning neural machine translation conversational agent, Abhishek Vaid
Insecure Deserialization Detection in Python, Aneesh Verma
MultiMap Implementation in OpenJDK, Nishant Yadav
Temporal Dilation in Video ResNet for Sign Language Translation, Xiaoqian Yang
Application Of Knowledge Graph Techniques On Textbooks, Yutong Yao
Evaluation of the Effect of Walnut Extract on Sp1-Related Pathways, Jihan Yehia
Multi-Label Text Classification with Transfer Learning, Likhitha Yelamanchili
Steganographic Capacity of Selected Machine Learning and Deep Learning Models, Lei Zhang
Implicit Racial Bias: A Human Computer Interaction Study Using Eye Tracker, Wenfan Zhang
The New Student: The Enhancement of an eBook to Support Emotional Connection, Rebecca Zumaeta
Master's Projects from 2022
CoDiS: Community Detection via Distributed Seed-Set Expansion on Graph Streams, Austin Anderson
An Investigation of Segmental Duplications across Topologically Associating Domains, Sara Bell
Faking Sensor Noise Information, Justin Chang
Abstractive Text Summarization for Tweets, Siyu Chen
Enabling Use of Signal in a Disconnected Village Environment, Evan Chopra
PORIFERAL VISION: Deep Transfer Learning-based Sponge Spicules Identification & Taxonomic Classification, Sudhin Domala
Canvas Autoquiz, Archit Jain
5G Mobility Management using Satellites in LEO (low earth orbit), Peter Knight
UNDERSTANDING HOW THE RELATIVE ABUNDANCE OF CANDIDA SPECIES IMPACTS TRANSCRIPTIONAL REGULATION IN COCULTURE BIOFILMS, Diksha Kool
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
