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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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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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Anomaly Detection for Application Log Data, Aarish Grover

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Improved Hands-Free Text Entry System, Gaurav Gupta

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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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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

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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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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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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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

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Measuring the Effectiveness of Generic Malware Models, Naman Bagga

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Improving Service Delivery Through Provider Training: A Process Evaluation of the Veterans Affairs Palo Alto Health Care System “Commitment to SERVE” Workshop, Ismael Barrera

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DOCUMENT CLASSIFICATION USING MACHINE LEARNING, Ankit Basarkar

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A Comparative Study of Local Municipalities’ Implementation and Compliance of Construction Site Controls, as Required by the California Water Quality Control Board, San Francisco Bay Region, Municipal Regional Stormwater National Pollutant Discharge Elimination Systems (NPDES) Permit, Maria Begiebing

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Predicting Pancreatic Cancer Using Support Vector Machine, Akshay Bodkhe

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Transcriptase–Light: A Polymorphic Virus Construction Kit, Saurabh Borwankar

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Bootbandit: A macOS Bootloader Attack, Armen Boursalian

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Dynamic Information Flow Analysis in Ruby, Vigneshwari Chandrasekaran

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Image Spam Detection, Aneri Chavda

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Metamporphic Code Generation Using LLVM, Michael Crawford

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NAMED ENTITY RECOGNITION AND CLASSIFICATION FOR NATURAL LANGUAGE INPUTS AT SCALE, Shreeraj Dabholkar

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Application of Computational Methods to Study the Selection of Authentic and Cryptic Splice Sites, Tapomay Dey

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Detecting Encrypted Malware Using Hidden Markov Models, Dhiviya Dhanasekar

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Library for Writing Contracts for Java Programs Using Prolog, Yogesh Dixit

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Protecting and Maintaining Silicon Valley’s Liquid Gold, Paul Mark Fulcher

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Collective Impact: Working Together for Robust Community Emergency Preparedness, Cheryl H. Galloway

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Ending Transitional Homelessness in San Jose, California: A Process Evaluation of the City of San Jose’s Plan to Convert a Hotel/Motel into a Single Room Occupancy Living Unit for the Transitionally Homeless, Alyssa Garcia

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Improving Text Classification with Word Embedding, Lihao Ge

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Shopbot: An Image Based Search Application for E-Commerce Domain, Nishant Goel

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Path-Finding Methodology for Visually-Impaired Patients Based on Image-Processing, Abhilash Goyal

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Malware Detection using the Index of Coincidence, Bhavna Gurnani

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Mining Frequency of Drug Side Effects Over a Large Twitter Dataset Using Apache Spark, Dennis Hsu

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Mining Frequency of Drug Side Effects Over a Large Twitter Dataset Using Apache Spark, Dennis Hsu

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Santa Clara County Senior Nutrition Program Evaluation Report, Tae Hwan Ihm

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Addressing the AB 109 Population in Santa Cruz County: The Santa Cruz County Recidivism Study of Post-Realignment Offenders (2011–2016), Shea Johnson

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Neural Net Stock Trend Predictor, Sonal Kabra

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Implementation of Faceted Values in Node.JS., Andrew Kalenda

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Reducing Query Latency for Information Retrieval, Swapnil Satish Kamble