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Master's Projects from 2019

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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

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Pantry: A Macro Library for Python, Derek Pang

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Micro-expression Recognition using Spatiotemporal Texture Map and Motion Magnification, Shashank Shivaji Pawar

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Police Response To Mental Health-Related Calls for Service in the City of Watsonville: A Process Evaluation of the City of Watsonville’s Plan to Assist Their Officers When Responding to Citizens with Mental Health Issues, Joseph Perez

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Deep Learning based Recommendation Systems, Nishanth Reddy Pinnapareddy

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Exploratory Data Analysis And Crime Prediction In San Francisco, Isha Pradhan

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Boosted Hidden Markov Models for Malware Detection, Aditya Raghavan

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Dynamic Hierarchical Cache Management for Cloud RAN and Multi- Access Edge Computing in 5G Networks, Deepika Pathinga Rajendiran

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COMPRESSION OF WEARABLE BODY SENSOR NETWORK DATA USING IMPROVED TWO-THRESHOLD-TWO-DIVISOR DATA CHUNKING ALGORITHM, Robinson Raju

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Outfit Recommender System, Nikita Ramesh

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Facial Emotion Recognition Using Machine Learning, Nitisha Raut

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The Santa Clara County Reentry Resource Center: Reentry Service Linkage and the One-Stop Shop Model, Rose Redlich

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Extending AB-1825 Training at Santa Clara Valley Water District, Heather Reiss

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SQL Injection Detection Using Machine Learning Techniques and Multiple Data Sources, Kevin Ross

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Cycling into the Future: Implementation of Enhanced Bikeways Along San Fernando Street in Downtown San Jose, Patrick Rubens

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Developing an Implementation Plan for Program Success: SJSU Campus Community Emergency Response Team (C-CERT), Waynette Fernandez Santos

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Mandala Generation from Brainwave with Feedforward, Kumari Anamika Sharaf

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Genetic Barcode Identification With Profile Hidden Markov Models, Vishrut Sharma

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Analysis of Encrypted Malicious Traffic, Anish Singh Shekhawat

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Image Spam Classification using Deep Learning, Ajay Pal Singh

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AUTOMATED LYRICAL NARRATIVE WRITING, Divya Singh

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Music Similarity Estimation, Anusha Sridharan

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Subtopics in Yelp Reviews, Riya Suchdev

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SPEECH EMOTION DETECTION USING MACHINE LEARNING TECHNIQUES, Neethu Sundarprasad

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DEEP VISUAL RECOMMENDATION SYSTEM, Raksha Sunil

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Analyzing Android Adware, Supraja Suresh

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Agent-based Computing in Java, Michael SYMONDS

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Multi-objective Path Finding Using Reinforcement Learning, Prashant Thombre

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HUD’s Transitional Housing Unit Program’s Role in the Santa Clara County Community Plan to End Homelessness, Emilie Thorburn-Quihuis

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A MEDICAL PRICE PREDICTION SYSTEM, Anuja Tike

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Stock Price Prediction using Deep Learning, Abhinav Tipirisetty

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Android de-Shredder App, Vasudha Venkatesh

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Validating Key-value Based Implementations of the Raft Consensus Algorithm for Distributed Systems, Deepthi Vishwanath

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How Public Transit Agencies Maintain Regulatory Compliance While Using Transportation Network Companies, Aaron Vogel

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Image Segmentation and Classification of Marine Organisms, Krishna Teja Vojjila

Master's Projects from 2017

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A Scrabble Artificial Intelligence Game, Priyatha Joji Abraham