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Master's Projects from 2022

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Evaluating the Entrepreneurship Ecosystem in Stockton, California, Angelina Abella

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City of Milpitas Trash Capture Device Program: An Evaluation of System Performance and Compliance with the Municipal Regional Permit, Joseph Aguilera

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A Process Evaluation of Intelligence Gathering Using Social Media for Emergency Management Organizations in California, Alan Barner

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Faking Sensor Noise Information, Justin Chang

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PORIFERAL VISION: Deep Transfer Learning-based Sponge Spicules Identification & Taxonomic Classification, Sudhin Domala

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Are Santa Clara County Cities Prepared for a Zero-Emission Light Duty Vehicle Future? A Program Evaluation, Benjamin Edelberg

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A Program Evaluation of the Town of Woodside, Plumas County Fire Safe Council, and Mountain Communities’ Fire Safe Council Defensible Space Projects, Mandeep Gill

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Ending Homelessness in Santa Clara County: A Program Evaluation of HomeFirst Services’ Rapid Re-Housing Program Using Client Feedback, Karen Gomez

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Evaluating the Effectiveness of the Air Force’s Open Topic SBIR and STTR Process to Engage Small Business to Work on Defense, Bevan Hart

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Factors Affecting Web-based Social Service Referral Technology Adoption in the Nonprofit Sector, Elizabeth A. Hutton

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Canvas Autoquiz, Archit Jain

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Comparison of an Oxford Nanopore Technologies Sequencing Platform to Existing Sequencing Methods for Differential Expression Studies, Nikola Klier

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UNDERSTANDING HOW THE RELATIVE ABUNDANCE OF CANDIDA SPECIES IMPACTS TRANSCRIPTIONAL REGULATION IN COCULTURE BIOFILMS, Diksha Kool

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Gesture Recognition using Neural Networks, Ashwini Kurady

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Modeling Sequencing Artifacts for Next Generation Sequencing, Yvonna Leong

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Differential Gene Expression Analysis of Zebrafish Embryos Exposed to Simulated Microgravity and Insights into Cellular Effects, Nicholas Lien

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A Comparative Study of Immigration Integration Programs for Selected City Governments in California, Oregon, Washington, and Texas, Christelle Lorenzana

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Hidden Markov Models with Momentum, Andrew Miller

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Investigating Lattice-Based Cryptography, Michaela Molina

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Perception of Inclusion Among Minority Civilian Personnel Within the Military Departments and Defense Agencies of the Department of Defense, René Moreno

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Hard Real-time Linux on a Raspberry Pi for 3D Printing, Alvin Nguyen

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Generative Adversarial Networks for Image-Based Malware Classification, Huy Nguyen

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“What I have learned about ethnic studies is to love myself more”: A Look at Culturally Sustaining Pedagogy and Newcomer Students, Lan Nguyen

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An Evaluation of the County of Santa Clara’s Reentry Alcohol and Drug Studies Peer Mentor Program, Sarah Oliveira

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Predicting Externally Visible Traits from a DNA Sample for Law Enforcement Applications, Niraj Pandkar

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Contextualized Vector Embeddings for Malware Detection, Vinay Pandya

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Increasing CalFresh Access and Participation for Seniors: Benchmarking CalFresh Strategies Within Selected Coastal Agricultural Counties Against Santa Cruz County, Mayra Rocha

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COVID-19 in the Bay Area: The Impact of a Pandemic on Different Demographics in Selected Counties from 2020 - 2021, Maria Del Rosario Rodriguez Lomeli

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Darknet Traffic Classification, Nhien Rust-Nguyen

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Conservation and Prevalence of Sequence Paired Sites in Humans, Punit Sundar

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Concept Drift and Malware Detection, Xiaoli Tong

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miRNA-seq Analysis Pipeline and R Shiny App, Alexis Torres

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Housing Choice Vouchers: Moving to Work Program in California, Benjamin Tran

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Robustness of Image-Based Malware Analysis, Katrina Tran

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ADVERSARIAL ATTACKS ON SPEECH SEPARATION SYSTEMS, Kendrick Trinh

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The Disproportionate Impact of COVID-19 on the Housing Stability of Hispanic/Latino Renters in California, Cyndi Valdez

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Would a regional fire emergency communications center in Placer County improve efficiency for participating fire agencies?, Reginald Williams

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Whole File Chunk Based Deduplication Using Reinforcement Learning, Xincheng Yuan

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Task Force Rattlesnake: A Cost Analysis of Fire Crew Base Pay in California, Galen R. Yusufzai-Boggs

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An Analysis of Kindergarten Childhood Disease Vaccination Rates and Practices in Bay Area Counties, Janice Zelaya

Master's Projects from 2021

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High Performance Document Store Implementation in Rust, Ishaan Aggarwal

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Malware Classification with BERT, Joel Lawrence Alvares

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Higher-order Link Prediction using Node and Subgraph Embeddings, Kalpnil Anjan

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AMBER Alert System: An Analysis on how Access to Technology has Affected Effectiveness, Elizabeth Balcom

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Evaluation of GPU Acceleration for WRF–SFIRE, Joshua Benz

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Translating Natural Language Queries to SPARQL, Shreya Satish Bhajikhaye

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Analysis of Camera Trap Footage Through Subject Recognition, Nirnayak Bhardwaj

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Identifying Bots on Twitter with Benford’s Law, Sanmesh Bhosale

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NewSQL Monitoring System, Akash Budholia

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Node.js based Document Store for Web Crawling, David Bui

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Twin Anomaly Detection System, Paaras Chand

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Keystroke Dynamics Based on Machine Learning, Han-Chih Chang

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Generative Adversarial Networks for Classic Cryptanalysis, Deanne Charan

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Task Classification During Visual Search Using Classic Machine Learning and Deep Learning, Devangi Vilas Chinchankar

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Effective Cancer Detection Using Higher-Order Genome Architecture and Chromatin Interactions, My Chung

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Fair Housing and Transit-Centric Development: Finding a Path Forward, Alison Cingolani

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Differential Gene Expression Analysis of Mice Thymi After Spaceflight, Roshani Codipilly

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Diversity Management Programs: California Local Governments’ Approach to Achieving Representative Bureaucracy, Adrian Cudal

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The Impact of Programming Language’s Type on Probabilistic Machine Learning Models, Sherif Elsaid

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Ability of Bay Area Cities to Accommodate Plug-in Electric Vehicles: A Process Evaluation, Chi-Pei Fang

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Analyzing Public Sentiment on COVID-19 Pandemic, Pradeepika Gedupudi

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Clickbait Detection in YouTube Videos, Ruchira Gothankar

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Fake News Analysis and Graph Classification on a COVID-19 Twitter Dataset, Kriti Gupta

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Efficient Metadata Lookup In Inline Deduplication Systems Leveraging Block Similarity, Rakesh Gururaj

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mRNA-Sequencing Pipeline for Differential Gene Expression Analysis, Crystal Han

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What Are the Thirty Most Populous Cities in California Doing to Regulate Unmanned Aircraft Systems?, Heather Heinbaugh

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Creating House Sharing Programs Standards-Based Evaluation for House Sharing Programs within California, Diem Hoang

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Achieving Fairness through Load-Balancing in Social Cloud Computing Networks, Kaiyi Huang

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Transcriptional Profiling of Neurological Development of Drosophila Following Bisphenol A Exposure, Eden Johnson

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Visual and Lingual Emotion Recognition using Deep Learning Techniques, Akshay Kajale

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Markdown to Question & Test Interoperability, Su Kim

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Presentation Attack Detection in Facial Biometric Authentication, Hardik Kumar

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Image-based Real Estate Appraisal using CNNs and Ensemble Learning, Prathamesh Dnyanesh Kumkar

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Hybrid Cloud Workload Monitoring as a Service, Shreya Kundu

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Detection of Antibiotic Resistance Genes in the Wastewater Microbial Metagenome, Alan Caparaz Le

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Using Oracle to Solve ZooKeeper on Two-Replica Problems, Ching-Chan Lee

Pattern-based Botnet Detection Using Network Flow Analysis and Deep Learning Techniques, Ji An Lee

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Improving the Security and Performance of Web Applications Running on the Distributed IPFS, Vu Le

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Keystroke Dynamics for User Authentication with Fixed and Free Text, Jianwei Li

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Airbnb Price Prediction with Sentiment Classification, Peilu Liu

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Defending Vehicles Against Cyberthreats: Challenges and a Detection-Based Solution, Qilin Liu

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American Sign Language Assistant, Charulata Lodha

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Employee Churn Prediction using Logistic Regression and Support Vector Machine, Rajendra Maharjan

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An Open Source Direct Messaging and Enhanced Recommendation System for Yioop, Aniruddha Dinesh Mallya

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Performance Evaluation of Byzantine Fault Detection in Primary/Backup Systems, Sushant Mane

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Detecting and predicting visual affordance of objects in a given environment, Bhumika Kaur Matharu

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Malware Analysis with Auxiliary-Classifier GAN, Rakesh Nagaraju

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Machine Learning Using Serverless Computing, Vidish Naik

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The Impact of Integrating an SBDC Program into a College/University Career Center, Harshdeep Singh Nanda

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Predicting Stocks with LSTM-based DRNN and GAN, Duy Ngo

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The Role of Social Media in Policy Formulation Improvement in California, Khoi Minh Nguyen

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Spaceflight and Differential Gene Expression Analysis of Mice Quadriceps Exposed to Microgravity, Tommy Nguyen

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Differential Gene Expression Analysis of Rodents Exposed to Long-Term Space Flight and Insights into Physiological Effects, Jonathan Oribello

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Overlapping Community Detection in Social Networks, Akshar Panchal

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Juvenile Justice Realignment: A policy analysis of California Senate Bill 823, Stewart Patri

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The Permitting and Completion of Accessory Dwelling Units (ADUs) in Santa Clara County to Satisfy the Regional Housing Needs Allocation, Phuong Pham

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Summer Marine Bacterial Community Composition of the Western Antarctic Peninsula, Codey Phoun

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Multimodal Detection of Cyberbullying on Twitter, Jiabao Qiu

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Wildfire Risk Prediction for a Smart City, Rekha Rani

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A Hybrid Gaze Pointer with Voice Control, Indhuja Ravi