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Master's Projects from 2022

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Faking Sensor Noise Information, Justin Chang

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PORIFERAL VISION: Deep Transfer Learning-based Sponge Spicules Identification & Taxonomic Classification, Sudhin Domala

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Canvas Autoquiz, Archit Jain

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Comparison of an Oxford Nanopore Technologies Sequencing Platform to Existing Sequencing Methods for Differential Expression Studies, Nikola Klier

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UNDERSTANDING HOW THE RELATIVE ABUNDANCE OF CANDIDA SPECIES IMPACTS TRANSCRIPTIONAL REGULATION IN COCULTURE BIOFILMS, Diksha Kool

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Gesture Recognition using Neural Networks, Ashwini Kurady

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Modeling Sequencing Artifacts for Next Generation Sequencing, Yvonna Leong

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Differential Gene Expression Analysis of Zebrafish Embryos Exposed to Simulated Microgravity and Insights into Cellular Effects, Nicholas Lien

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Hidden Markov Models with Momentum, Andrew Miller

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Investigating Lattice-Based Cryptography, Michaela Molina

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Hard Real-time Linux on a Raspberry Pi for 3D Printing, Alvin Nguyen

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Generative Adversarial Networks for Image-Based Malware Classification, Huy Nguyen

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Predicting Externally Visible Traits from a DNA Sample for Law Enforcement Applications, Niraj Pandkar

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Contextualized Vector Embeddings for Malware Detection, Vinay Pandya

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Darknet Traffic Classification, Nhien Rust-Nguyen

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A Novel Handover Method Using Destination Prediction in 5G-V2X Networks, Pooja Shyamsundar

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Conservation and Prevalence of Sequence Paired Sites in Humans, Punit Sundar

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Concept Drift and Malware Detection, Xiaoli Tong

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miRNA-seq Analysis Pipeline and R Shiny App, Alexis Torres

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Robustness of Image-Based Malware Analysis, Katrina Tran

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ADVERSARIAL ATTACKS ON SPEECH SEPARATION SYSTEMS, Kendrick Trinh

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Whole File Chunk Based Deduplication Using Reinforcement Learning, Xincheng Yuan

Master's Projects from 2021

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High Performance Document Store Implementation in Rust, Ishaan Aggarwal

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Malware Classification with BERT, Joel Lawrence Alvares

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Higher-order Link Prediction using Node and Subgraph Embeddings, Kalpnil Anjan

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Evaluation of GPU Acceleration for WRF–SFIRE, Joshua Benz

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Translating Natural Language Queries to SPARQL, Shreya Satish Bhajikhaye

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Analysis of Camera Trap Footage Through Subject Recognition, Nirnayak Bhardwaj

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Identifying Bots on Twitter with Benford’s Law, Sanmesh Bhosale

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NewSQL Monitoring System, Akash Budholia

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Node.js based Document Store for Web Crawling, David Bui

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Twin Anomaly Detection System, Paaras Chand

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Keystroke Dynamics Based on Machine Learning, Han-Chih Chang

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Generative Adversarial Networks for Classic Cryptanalysis, Deanne Charan

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Task Classification During Visual Search Using Classic Machine Learning and Deep Learning, Devangi Vilas Chinchankar

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Effective Cancer Detection Using Higher-Order Genome Architecture and Chromatin Interactions, My Chung

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Differential Gene Expression Analysis of Mice Thymi After Spaceflight, Roshani Codipilly

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The Impact of Programming Language’s Type on Probabilistic Machine Learning Models, Sherif Elsaid

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Analyzing Public Sentiment on COVID-19 Pandemic, Pradeepika Gedupudi

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Clickbait Detection in YouTube Videos, Ruchira Gothankar

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Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset, Kriti Gupta

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Efficient Metadata Lookup In Inline Deduplication Systems Leveraging Block Similarity, Rakesh Gururaj

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mRNA-Sequencing Pipeline for Differential Gene Expression Analysis, Crystal Han

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Achieving Fairness through Load-Balancing in Social Cloud Computing Networks, Kaiyi Huang

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Transcriptional Profiling of Neurological Development of Drosophila Following Bisphenol A Exposure, Eden Johnson

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Visual and Lingual Emotion Recognition using Deep Learning Techniques, Akshay Kajale

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Markdown to Question & Test Interoperability, Su Kim

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Presentation Attack Detection in Facial Biometric Authentication, Hardik Kumar

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Image-based Real Estate Appraisal using CNNs and Ensemble Learning, Prathamesh Dnyanesh Kumkar

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Hybrid Cloud Workload Monitoring as a Service, Shreya Kundu

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Detection of Antibiotic Resistance Genes in the Wastewater Microbial Metagenome, Alan Caparaz Le

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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

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Improving the Security and Performance of Web Applications Running on the Distributed IPFS, Vu Le

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Keystroke Dynamics for User Authentication with Fixed and Free Text, Jianwei Li

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Airbnb Price Prediction with Sentiment Classification, Peilu Liu

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Defending Vehicles Against Cyberthreats: Challenges and a Detection-Based Solution, Qilin Liu

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American Sign Language Assistant, Charulata Lodha

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Employee Churn Prediction using Logistic Regression and Support Vector Machine, Rajendra Maharjan

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An Open Source Direct Messaging and Enhanced Recommendation System for Yioop, Aniruddha Dinesh Mallya

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Performance Evaluation of Byzantine Fault Detection in Primary/Backup Systems, Sushant Mane

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Detecting and predicting visual affordance of objects in a given environment, Bhumika Kaur Matharu

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Malware Analysis with Auxiliary-Classifier GAN, Rakesh Nagaraju

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Machine Learning Using Serverless Computing, Vidish Naik

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Predicting Stocks with LSTM-based DRNN and GAN, Duy Ngo

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Spaceflight and Differential Gene Expression Analysis of Mice Quadriceps Exposed to Microgravity, Tommy Nguyen

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Differential Gene Expression Analysis of Rodents Exposed to Long-Term Space Flight and Insights into Physiological Effects, Jonathan Oribello

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Overlapping Community Detection in Social Networks, Akshar Panchal

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Summer Marine Bacterial Community Composition of the Western Antarctic Peninsula, Codey Phoun

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Multimodal Detection of Cyberbullying on Twitter, Jiabao Qiu

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Wildfire Risk Prediction for a Smart City, Rekha Rani

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A Hybrid Gaze Pointer with Voice Control, Indhuja Ravi

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Advancing The Ability To Predict Cognitive Decline and Alzheimer’s Disease Based On Genetic Variants Beyond Amyloid-beta and Tau, Naveen Rawat

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Nitrogenase Iron Protein Classification using CNN Neural Network, Amer Rez

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Automating Text Encapsulation Using Deep Learning, Anket Sah

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Fake Malware Classification with CNN via Image Conversion: A Game Theory Approach, Yash Sahasrabuddhe

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Classifying Illegal Advertisements on the Darknet Using NLP, Karan Shashin Shah

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Asynchronous Validations using Programming Contracts in Java, Rahul Shukla

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Hidden Markov Model-based Clustering for Malware Classification, Shamli Singh

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Witness for Two-Site Enabled Coordination, Sriram Priyatham Siram

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Dynamic Resource Management of Fog-Cloud Computing for IoT Support, Mariia Surmenok

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Prediction of Financial Capacity using Diffusion Compartment Imaging, Lok Yi Tai

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Task Classification during Visual Search with Deep Learning Neural Networks and Machine Learning Methods, Siddartha Thentu

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Fake malware opcodes generation using HMM and different GAN algorithms, Harshit Trehan

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Machine Learning to Detect Malware Evolution, Lolitha Sresta Tupadha

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Improving Facial Emotion Recognition with Image processing and Deep Learning, Ksheeraj Sai Vepuri

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An Examination of Bone Loss During Space Travel with Differential Gene Expression Analysis, Claudia Vo

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Meta-Analysis of Natural vs Pharmaceutical Interventions for Alzheimer's Disease, Tamara Vrublevskaya

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Data Augmentation with Malware as Images, Aditi Walia

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Cyberbullying Classification based on Social Network Analysis, Anqi Wang

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Privacy Preserving for Multiple Computer Vision Tasks, Amala Varghese Wilson

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Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS), Xinxin Yang

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Spaceflight and the Differential Gene Expression of Human Stem Cell-Derived Cardiomyocytes, Eugenie Zhu

Master's Projects from 2020

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Pattern Analysis and Prediction of Mild Cognitive Impairment Using the Conn Toolbox, Meenakshi Anbukkarasu

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Rehearsal Scheduling Problem, Thuan Bao

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Word Embedding Techniques for Malware Classification, Aniket Chandak

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Evidence-Based Detection of Pancreatic Canc, Rajeshwari Deepak Chandratre

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Higher-order Link Prediction Using Graph Embeddings, Neeraj Chavan

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Improved User News Feed Customization for an Open Source Search Engine, Timothy Chow

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Malware Classification Using LSTMs, Dennis Dang