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Master's Projects from 2019

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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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Stakeholder Input to the Development of the Santa Clara County LGBTQ-Focused Shelter: A Process and Policy Analysis, Anthony Montalvo

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

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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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A Project Evaluation of the California Education Code's Aquatic Mandate and Related Safety Protocols in High School Aquatics Courses, Jesus Raygoza

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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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Medi-Cal Retention, Christina Salvatier

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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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Toward Early Detection Of Pancreatic Cancer: An Evidence-Based Approach, Omid Sharagi

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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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A Hybrid Approach for Multi-document Text Summarization, Rashmi Varma

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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

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Anomaly Detection for Application Log Data, Aarish Grover

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Improved Hands-Free Text Entry System, Gaurav Gupta

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Intra-exchange Cryptocurrency Arbitrage Bot, Eric Han

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California Redevelopment 2.0: Implementation of Community Revitalization and Investment Authorities, Christopher Hoem

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Image Robust Hashing for Malware Detection, Wei-Chung Huang

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PATH2 Services Court: A Process Evaluation, Octavio Jimenez

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Deep Learning Algorithm Recommender, Rajat Kabra

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Management and Security of IoT systems using Microservices, Tharun Theja Kammara

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Feature Selection using Genetic Algorithms, Vandana Kannan

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Visual Question Answering, Pankti Kansara

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Machine Learning Playground, Adil Khan

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USING FILTERS IN TIME-BASED MOVIE RECOMMENDER SYSTEMS, Ravee Khandagale

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Gesture Recognition with Deep Learning, Kushal Khandelwal

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PE Header Analysis for Malware Detection, Samuel Kim

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A Convolutional Neural Network Based Approach For Visual Question Answering, Lavanya Abhinaya Koduri

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VARIATIONS ON A THEME: Using Amino Acid Sequences to Generate Music, Aaron Kosmatin

A QUESTION ANSWERING SYSTEM USING ENCODER-DECODER, SEQUENCE-TO-SEQUENCE, RECURRENT NEURAL NETWORKS, BO LI

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Pedestrian Safety on San Jose Roads: The Impact of Traffic Safety Infrastructure, David Lisenbee

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US China Trade Dispute Over Intellectual Property, Mozi Luo

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A Neural Network Classifier for the COI Barcode Gene, Saurabh Marathe

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VGM-RNN: Recurrent Neural Networks for Video Game Music Generation, Nicolas Mauthes

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Benchmarking the Delivery of FEMA Training to Operation Line Employees within Surface Transit Agencies, Matthew E. McCann

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Approaches to Shared State in Concurrent Programs, Sidharth Mishra

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Smarter CRM from a Customer Service Perspective: A Process Evaluation on the City of San José's My San Jose Smartphone Application for City Services, Roxanna Moradi

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IMAGE TO LATEX VIA NEURAL NETWORKS, Avinash More

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Resolving Cold Start Problem Using User Demographics and Machine Learning Techniques for Movie Recommender Systems, Sahil Motadoo

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DISTINGUISHING EARTHQUAKES AND NOISE USING RANDOM FOREST ALGORITHM, Nishita Narvekar

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Leveraging the Workforce Innovation & Opportunity Act (WIOA) to Help Finance College & University Career Centers, Daniel Newell

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San Jose's Walk n' Roll Program: An Evaluation of School Pedestrian Education Programs, Stephen Ngo

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GRADUBIQUE: AN ACADEMIC TRANSCRIPT DATABASE USING BLOCKCHAIN ARCHITECTURE, Thinh Nguyen