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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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A Process Evaluation of the Campbell Union High School District Bond Measure AA, Gabriel Altamirano

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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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Deep Learning Based Real Time Devanagari Character Recognition, Aseem Chhabra

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Graduation Rates at San Jose State University of Transferring Community College Students with an Associate Degree for Transfer: A Process Evaluation, Alex Cordova

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Regulatory Disclosure Policies and Potential Induced Changes in Behavior: An Outcome Evaluation of Santa Clara County’s Enhanced Food Safety Program Elements, Christian Cruz

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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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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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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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Food Scrapping Programs and Smart Practices for SB 1383 Compliance in Ten Selected Bay Area Cities, Alia Rizvi Haque

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

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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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Student Withdrawals in a Job Training Program, Amy Lawrence

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San Jose’s Removing and Preventing Illegal Dumping Program (RAPID): An Evaluation of Illegal Dumping in San Jose, Rina Laxamana

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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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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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The South Bay Water Recycling Program: An Evaluation of Water Recycling Outcomes in Comparison to Selected Cities and Countries, Shannon 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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STOCK MARKET PREDICTION USING ENSEMBLE OF GRAPH THEORY, MACHINE LEARNING AND DEEP LEARNING MODELS, Pratik Patil

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Over speed detection using Artificial Intelligence, Samkit Patira

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AI Dining Suggestion App, Bao Pham

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EARMARKED UTXO FOR ESCROW SERVICES AND TWO-FACTOR AUTHENTICATION ON THE BLOCKCHAIN, Jisha Pillai

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Species Classification using DNA Barcoding and Profile Hidden Markov Models, Sphoorti Poojary

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AN ENSEMBLE MODEL FOR CLICK THROUGH RATE PREDICTION, Muthaiah Ramanathan

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Influence Analysis based on Political Twitter Data, Jace Rose

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Masquerade Detection in Automotive Security, Ashraf Saber

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PORIFERAL VISION, Saketh Saxena

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Graph Classification using Machine Learning Algorithms, Monica Golahalli Seenappa

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Classification of Malware Models, Akriti Sethi

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NEXT LEVEL: A COURSE RECOMMENDER SYSTEM BASED ON CAREER INTERESTS, Shehba Shahab

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Exploring Civil Service Eligibility List De-Identification Practices Among Large U.S. Cities, Zayba Shaikh

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Speaker Recognition Using Machine Learning Techniques, Abhishek Manoj Sharma

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Deep Learning for Image Spam Detection, Tazmina Sharmin

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Breaking Audio Captcha using Machine Learning/Deep Learning and Related Defense Mechanism, Heemany Shekhar

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TOPIC CLASSIFICATION USING HYBRID OF UNSUPERVISED AND SUPERVISED LEARNING, Jayant Shelke

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Toward On-demand Profile Hidden Markov Models for Genetic Barcode Identification, Jessica Sheu

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Nitrogenase Iron Protein Detection using Neural Network, Ishan Shinde

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Emulation vs Instrumentation for Android Malware Detection, Anukriti Sinha

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PREDICTING SWITCH-LIKE BEHAVIOR IN PROTEINS USING LOGISTIC REGRESSION ON SEQUENCE-BASED DESCRIPTORS, Benjamin Strauss

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Smartphone Gesture-Based Authentication, Preethi Sundaravaradhan

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Benchmarking Optimization Algorithms for Capacitated Vehicle Routing Problems, Pratik Surana

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Traffic Flow Prediction Using Convolutional Neural Network accelerated by Spark Distributed Cluster, Yihang Tang

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Image Retrieval Using Image Captioning, Nivetha Vijayaraju

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Walk n’ Roll (WnR) San Jose: An Initiative to Promote Active Transportation and Safe Routes to School for Children in San Jose, California, François Xavier Hans Voltaire

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POSE ESTIMATION AND ACTION RECOGNITION IN SPORTS AND FITNESS, Parth Vyas

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JavaScript Metamorphic Malware Detection Using Machine Learning Techniques, Aakash Wadhwani

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Measuring Malware Evolution Using Support Vector Machines, Mayuri Wadkar

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Intelligent Log Analysis for Anomaly Detection, Steven Yen

Master's Projects from 2018

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Bitcoin Transaction Fee Estimation Using Mempool State and Linear Perceptron Machine Learning Algorithm, Abdullah Al-Shehabi

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ONTOLOGY BASED TECHNICAL SKILL SIMILARITY, Yeshwanth Bashyam Balachander

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Sentiment Analysis using an ensemble of Feature Selection Algorithms, Manankumar Bhagat

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Deep Learning for Chatbots, Vyas Ajay Bhagwat

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PRIORITIZED TASK SCHEDULING IN FOG COMPUTING, TEJASWINI CHOUDHARI

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FINE-GRAINED OBJECT DETECTION, Rahul Dalal

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Modeling Human Migration Dynamics in Netlogo, Vikram Deshmukh

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Intrusion Detection in Containerized Environments, Shyam Sundar Durairaju

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The Correlation between Enrollment Status and Graduation Rates of Master of Public Administration Programs, Jasmine Lorraine Ferrer

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Optimal Constrained Wireless Emergency Network Antennae Placement, Swapnil Mohan Gaikwad

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Joint Computation Offloading and Prioritized Scheduling in Mobile Edge Computing, Lingfang Gao

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Virtual Robot Climbing using Reinforcement Learning, Ujjawal Garg

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Load Balancing and Virtual Machine Allocation in Cloud-based Data Centers, Saily Satish Ghodke

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Using Sentiment Analysis and Pattern Matching to Signal User Review Abnormalities, Stefan S. Gloutnikov

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A Study On Effects Of Data Poisoning On HMMs, Rachel Gonsalves

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Proposing an Optimized Algorithm for Consolidating Electric-Powered Shared Scooters into Hubs for Efficiently Managing their Charging and Maintenance Operations, Ojen Goshtasb