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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

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Detection of Hate Speech in Videos Using Machine Learning, Unnathi Bhandary

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Using Computer Vision to Quantify Coral Reef Biodiversity, Niket Bhodia

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Hot Fusion vs Cold Fusion for Malware Detection, Snehal Bichkar

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Deep Learning Based Real Time Devanagari Character Recognition, Aseem Chhabra

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Image Compression Using Neural Networks, Kunal Rajan Deshmukh

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Detecting CRISPR Arrays Using Long-Short Term Memory Network, Shantanu Deshmukh

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An Industry Driven Genre Classification Application using Natural Language Processing, Sharan Duggirala

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3D Shape Prediction on Convolutional Deep Belief Networks, Gregory Y. Enriquez

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CONTRACT BUILDER ETHEREUM APPLICATION, Colin M. Fowler

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Classification of Humans into Ayurvedic Prakruti Types using Computer Vision, Gayatri Gadre

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Chatbots with Personality Using Deep Learning, Susmit Gaikwad

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Declassification of Faceted Values in JavaScript, Shreya Gangishetty

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Information Extraction from Biomedical Text Using Machine Learning, Deepti Garg

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Context-based Multi-stage Offline Handwritten Mathematical Symbol Recognition using Deep Learning, Sui Kun Guan

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SENTIMENT ANALYSIS FOR SEARCH ENGINE, Saravana Gunaseelan

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Image-Based Localization of User-Interfaces, Riti Gupta

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A WebRTC Video Chat Implementation Within the Yioop Search Engine, Yangcha Ho

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Image-Based Malware Classification with Convolutional Neural Networks and Extreme Learning Machines, Mugdha Jain

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Machine Learning versus Deep Learning for Malware Detection, Parth Jain

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Benchmarking Scalability of NoSQL Databases for Geospatial Queries, Yuvraj Singh Kanwar

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Network Alignment In Heterogeneous Social Networks, Priyanka Kasbekar

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Optimizing E-Commerce Product Classification Using Transfer Learning, Rashmeet Kaur Khanuja

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TSAR : A System for Defending Hate Speech Detection Models Against Adversaries, Brian Tuan Khieu

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MACHINE LEARNING IN CROP CLASSIFICATION OF TEMPORAL MULTISPECTRAL SATELLITE IMAGE, Ravali Koppaka

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Classifying Classic Ciphers using Machine Learning, Nivedhitha Ramarathnam Krishna

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Learning To Play The Trading Game, Neeraj Kulkarni

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GloVeNoR - Global Vectors for Node Representations, Shishir Kulkarni

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YODA – Your Only Design Assistant, Siddharth Kulkarni

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Robust Lightweight Object Detection, Siddharth Kumar

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Low Power MobileNets Acceleration In Cuda And OpenCL, Nikhil Lahoti

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Learning for Free – Object Detectors Trained on Synthetic Data, Charles Thane MacKay

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Improving Steering Ability of an Autopilot in a Fully Autonomous Car, Shivanku Mahna

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Real-Time Data Processing With Lambda Architecture, Omkar Ashok Malusare

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On Adversarial Attacks on Deep Learning Models, Nag Mani

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DETECTING MYOCARDIAL INFARCTIONS USING MACHINE LEARNING METHODS, Aniruddh Mathur

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Predicting Off-Target Potential of CRISPR-Cas9 Single Guide RNA, Ishita Mathur

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Fast High Resolution Image Completion, Chinmay Mishra

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SQL Injection Detection Using Machine Learning, Sonali Mishra

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Deep Learning on Graphs using Graph Convolutional Networks, Saurabh Mithe

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Schema Migration from Relational Databases to NoSQL Databases with Graph Transformation and Selective Denormalization, Krishna Chaitanya Mullapudi

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Online Local Communities, Mrudula Murali

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Assessing Code Obfuscation of Metamorphic JavaScript, Kaushik Murli

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R*-Tree index in Cassandra for Geospatial Processing, Avinashilingam Nanjappan

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Human Activity Recognition Based on Multimodal Body Sensing, Anish Hemant Narkhede

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Randition: Random Blockchain Partitioning for Write Throughput, David Nguyen

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Detecting Cars in a Parking Lot using Deep Learning, Samuel Ordonia

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Malware Analysis on PDF, Shubham Shashishekhar Pachpute

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Music Retrieval System Using Query-by-Humming, Parth Patel