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Master's Projects from 2021

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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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Translating Natural Language Queries to SPARQL, Shreya Satish Bhajikhaye

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NewSQL Monitoring System, Akash Budholia

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Keystroke Dynamics Based on Machine Learning, Han-Chih Chang

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

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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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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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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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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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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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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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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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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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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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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

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Understanding Impact of Twitter Feed on Bitcoin Price and Trading Patterns, Ashrit Deebadi

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Housing Market Crash Prediction Using Machine Learning and Historical Data, Parnika De

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Load Balancing in Cloud Computing, Snehal Dhumal

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A NEAT Approach to Malware Classification, Jason Do

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The Use of Evidential Reasoning Model with Biomarkers in Pancreatic Cancer Prediction, Qianhui Fan

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Visualization of Large Networks Using Recursive Community Detection, Xinyuan Fan

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Comparison of Word2vec with Hash2vec for Machine Translation, Neha Gaikwad

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USING MACHINE LEARNING TO OPTIMIZE PREDICTIVE MODELS USED FOR BIG DATA ANALYTICS IN VARIOUS SPORTS EVENTS, Akhil Kumar Gour

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FindFur: A Tool for Predicting Furin Cleavage Sites of Viral Envelope Substrates, Christine Gu

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END-TO-END LEARNING UTILIZING TEMPORAL INFORMATION FOR VISION- BASED AUTONOMOUS DRIVING, Dapeng Guo

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Cat Tracks – Tracking Wildlife through Crowdsourcing using Firebase, Tracy Ho

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Computational Astronomy: Classification of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund

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Sentiment Analysis for Troll Activity Detection on Sina Weibo, Zidong Jiang

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Detection of Mild Cognitive Impairment using Diffusion Compartment Imaging, Matthew Jones

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Malware Classification Based on Hidden Markov Model and Word2Vec Features, Aparna Sunil Kale

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Yoga Pose Classification Using Deep Learning, Shruti Kothari

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Probabilistic and Machine Learning Enhancement to CONN Toolbox, Gayathri Hanuma Ravali Kuppachi

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An AI for a Modification of Dou Di Zhu, Xuesong Luo

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Predicting Students’ Performance by Learning Analytics, Sandeep Subhash Madnaik

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USING DEEP LEARNING AND LINGUISTIC ANALYSIS TO PREDICT FAKE NEWS WITHIN TEXT, John Nguyen

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VIRTUAL ROBOT LOCOMOTION ON VARIABLE TERRAIN WITH ADVERSARIAL REINFORCEMENT LEARNING, Phong Nguyen

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Benchmarking MongoDB multi-document transactions in a sharded cluster, Tushar Panpaliya

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Implementing TontineCoin, Prashant Pardeshi

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Multi-Agent Deep Reinforcement Learning for Walkers, Inhee Park

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Land Registry on Blockchain, Mugdha Patil

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Detection and Analysis of Malware Evolution, Sunhera Barunkumar Paul

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LiDAR Object Detection Utilizing Existing CNNs for Smart Cities, Vinay Ponnaganti

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Quantifying DeepFake Detection Accuracy for a Variety of Natural Settings, Pratikkumar Prajapati

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AI Quantification of Language Puzzle to Language Learning Generalization, Harita Shroff

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REAL-TIME AD CLICK FRAUD DETECTION, Apoorva Srivastava

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Improved Chinese Language Processing for an Open Source Search Engine, Xianghong Sun

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Developing a MongoDB Monitoring System using NoSQL Databases for Monitored Data Management, Anjitha Karattu Thodi

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Detecting DeepFakes with Deep Learning, Eric C. Tjon

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Bioinformatics Metadata Extraction for Machine Learning Analysis, Zachary Tom

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Using Color Thresholding and Contouring to Understand Coral Reef Biodiversity, Scott Vuong Tran

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Network Traffic Based Botnet Detection Using Machine Learning, Anand Ravindra Vishwakarma

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Video Synthesis from the StyleGAN Latent Space, Lei Zhang

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Malware Classification with Gaussian Mixture Model-Hidden Markov Models, Jing Zhao

Master's Projects from 2019

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Predictive Analysis for Cloud Infrastructure Metrics, Paridhi Agrawal

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MUSIC MOOD CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS, Revanth Akella

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Assessing Wildfire Damage from High Resolution Satellite Imagery Using Classification Algorithms, Ai-Linh Alten

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Sensor - Based Human Activity Recognition Using Smartphones, Mustafa Badshah

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An Empirical Comparison of Different Machine, Piyush Bajaj

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Multifamily Malware Models, Samanvitha Basole

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Designing single guide RNAs for CRISPR/Cas9, Neha Atul Bhagwat