Master's Projects from 2020
Benchmarking MongoDB multi-document transactions in a sharded cluster, Tushar Panpaliya
Implementing TontineCoin, Prashant Pardeshi
Multi-Agent Deep Reinforcement Learning for Walkers, Inhee Park
Land Registry on Blockchain, Mugdha Patil
Detection and Analysis of Malware Evolution, Sunhera Barunkumar Paul
LiDAR Object Detection Utilizing Existing CNNs for Smart Cities, Vinay Ponnaganti
Quantifying DeepFake Detection Accuracy for a Variety of Natural Settings, Pratikkumar Prajapati
AI Quantification of Language Puzzle to Language Learning Generalization, Harita Shroff
REAL-TIME AD CLICK FRAUD DETECTION, Apoorva Srivastava
Improved Chinese Language Processing for an Open Source Search Engine, Xianghong Sun
Developing a MongoDB Monitoring System using NoSQL Databases for Monitored Data Management, Anjitha Karattu Thodi
Detecting DeepFakes with Deep Learning, Eric C. Tjon
Bioinformatics Metadata Extraction for Machine Learning Analysis, Zachary Tom
Using Color Thresholding and Contouring to Understand Coral Reef Biodiversity, Scott Vuong Tran
Network Traffic Based Botnet Detection Using Machine Learning, Anand Ravindra Vishwakarma
Video Synthesis from the StyleGAN Latent Space, Lei Zhang
Malware Classification with Gaussian Mixture Model-Hidden Markov Models, Jing Zhao
Master's Projects from 2019
Predictive Analysis for Cloud Infrastructure Metrics, Paridhi Agrawal
MUSIC MOOD CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS, Revanth Akella
Assessing Wildfire Damage from High Resolution Satellite Imagery Using Classification Algorithms, Ai-Linh Alten
Sensor - Based Human Activity Recognition Using Smartphones, Mustafa Badshah
An Empirical Comparison of Different Machine, Piyush Bajaj
Multifamily Malware Models, Samanvitha Basole
Designing single guide RNAs for CRISPR/Cas9, Neha Atul Bhagwat
Detection of Hate Speech in Videos Using Machine Learning, Unnathi Bhandary
Using Computer Vision to Quantify Coral Reef Biodiversity, Niket Bhodia
Hot Fusion vs Cold Fusion for Malware Detection, Snehal Bichkar
Deep Learning Based Real Time Devanagari Character Recognition, Aseem Chhabra
Image Compression Using Neural Networks, Kunal Rajan Deshmukh
Detecting CRISPR Arrays Using Long-Short Term Memory Network, Shantanu Deshmukh
An Industry Driven Genre Classification Application using Natural Language Processing, Sharan Duggirala
3D Shape Prediction on Convolutional Deep Belief Networks, Gregory Y. Enriquez
CONTRACT BUILDER ETHEREUM APPLICATION, Colin M. Fowler
Classification of Humans into Ayurvedic Prakruti Types using Computer Vision, Gayatri Gadre
Chatbots with Personality Using Deep Learning, Susmit Gaikwad
Declassification of Faceted Values in JavaScript, Shreya Gangishetty
Information Extraction from Biomedical Text Using Machine Learning, Deepti Garg
Context-based Multi-stage Offline Handwritten Mathematical Symbol Recognition using Deep Learning, Sui Kun Guan
SENTIMENT ANALYSIS FOR SEARCH ENGINE, Saravana Gunaseelan
Image-Based Localization of User-Interfaces, Riti Gupta
A WebRTC Video Chat Implementation Within the Yioop Search Engine, Yangcha Ho
Image-Based Malware Classification with Convolutional Neural Networks and Extreme Learning Machines, Mugdha Jain
Machine Learning versus Deep Learning for Malware Detection, Parth Jain
Benchmarking Scalability of NoSQL Databases for Geospatial Queries, Yuvraj Singh Kanwar
Network Alignment In Heterogeneous Social Networks, Priyanka Kasbekar
Optimizing E-Commerce Product Classification Using Transfer Learning, Rashmeet Kaur Khanuja
TSAR : A System for Defending Hate Speech Detection Models Against Adversaries, Brian Tuan Khieu
MACHINE LEARNING IN CROP CLASSIFICATION OF TEMPORAL MULTISPECTRAL SATELLITE IMAGE, Ravali Koppaka
Classifying Classic Ciphers using Machine Learning, Nivedhitha Ramarathnam Krishna
Learning To Play The Trading Game, Neeraj Kulkarni
GloVeNoR - Global Vectors for Node Representations, Shishir Kulkarni
YODA – Your Only Design Assistant, Siddharth Kulkarni
Robust Lightweight Object Detection, Siddharth Kumar
Low Power MobileNets Acceleration In Cuda And OpenCL, Nikhil Lahoti
Learning for Free – Object Detectors Trained on Synthetic Data, Charles Thane MacKay
Improving Steering Ability of an Autopilot in a Fully Autonomous Car, Shivanku Mahna
Real-Time Data Processing With Lambda Architecture, Omkar Ashok Malusare
On Adversarial Attacks on Deep Learning Models, Nag Mani
DETECTING MYOCARDIAL INFARCTIONS USING MACHINE LEARNING METHODS, Aniruddh Mathur
Predicting Off-Target Potential of CRISPR-Cas9 Single Guide RNA, Ishita Mathur
Fast High Resolution Image Completion, Chinmay Mishra
SQL Injection Detection Using Machine Learning, Sonali Mishra
Deep Learning on Graphs using Graph Convolutional Networks, Saurabh Mithe
Schema Migration from Relational Databases to NoSQL Databases with Graph Transformation and Selective Denormalization, Krishna Chaitanya Mullapudi
Online Local Communities, Mrudula Murali
Assessing Code Obfuscation of Metamorphic JavaScript, Kaushik Murli
R*-Tree index in Cassandra for Geospatial Processing, Avinashilingam Nanjappan
Human Activity Recognition Based on Multimodal Body Sensing, Anish Hemant Narkhede
Randition: Random Blockchain Partitioning for Write Throughput, David Nguyen
Detecting Cars in a Parking Lot using Deep Learning, Samuel Ordonia
Malware Analysis on PDF, Shubham Shashishekhar Pachpute
Music Retrieval System Using Query-by-Humming, Parth Patel
STOCK MARKET PREDICTION USING ENSEMBLE OF GRAPH THEORY, MACHINE LEARNING AND DEEP LEARNING MODELS, Pratik Patil
Over speed detection using Artificial Intelligence, Samkit Patira
AI Dining Suggestion App, Bao Pham
EARMARKED UTXO FOR ESCROW SERVICES AND TWO-FACTOR AUTHENTICATION ON THE BLOCKCHAIN, Jisha Pillai
Species Classification using DNA Barcoding and Profile Hidden Markov Models, Sphoorti Poojary
AN ENSEMBLE MODEL FOR CLICK THROUGH RATE PREDICTION, Muthaiah Ramanathan
Influence Analysis based on Political Twitter Data, Jace Rose
Masquerade Detection in Automotive Security, Ashraf Saber
PORIFERAL VISION, Saketh Saxena
Graph Classification using Machine Learning Algorithms, Monica Golahalli Seenappa
Classification of Malware Models, Akriti Sethi
NEXT LEVEL: A COURSE RECOMMENDER SYSTEM BASED ON CAREER INTERESTS, Shehba Shahab
Toward Early Detection Of Pancreatic Cancer: An Evidence-Based Approach, Omid Sharagi
Speaker Recognition Using Machine Learning Techniques, Abhishek Manoj Sharma
Deep Learning for Image Spam Detection, Tazmina Sharmin
Breaking Audio Captcha using Machine Learning/Deep Learning and Related Defense Mechanism, Heemany Shekhar
TOPIC CLASSIFICATION USING HYBRID OF UNSUPERVISED AND SUPERVISED LEARNING, Jayant Shelke
Toward On-demand Profile Hidden Markov Models for Genetic Barcode Identification, Jessica Sheu
Nitrogenase Iron Protein Detection using Neural Network, Ishan Shinde
Emulation vs Instrumentation for Android Malware Detection, Anukriti Sinha
PREDICTING SWITCH-LIKE BEHAVIOR IN PROTEINS USING LOGISTIC REGRESSION ON SEQUENCE-BASED DESCRIPTORS, Benjamin Strauss
Predicting Switch-like Behavior in Proteins using Logistic Regression on Sequence-based Descriptors, Benjamin Nathan Strauss
Smartphone Gesture-Based Authentication, Preethi Sundaravaradhan
Benchmarking Optimization Algorithms for Capacitated Vehicle Routing Problems, Pratik Surana
Traffic Flow Prediction Using Convolutional Neural Network accelerated by Spark Distributed Cluster, Yihang Tang
A Hybrid Approach for Multi-document Text Summarization, Rashmi Varma
Image Retrieval Using Image Captioning, Nivetha Vijayaraju
POSE ESTIMATION AND ACTION RECOGNITION IN SPORTS AND FITNESS, Parth Vyas
