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Master's Projects from 2023

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Metagenomic Survey of Marine 16S Bacterial Communities off Palmer Station in Antarctica, Daniel Salter

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Machine Learning-Based Anomaly Detection in Cloud Virtual Machine Resource Usage, Tarun Mourya Satveli

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Keystroke Dynamics and User Identification, Atharva Sharma

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Classification of Darknet Traffic by Application Type, Shruti Sharma

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Enhancing the Queueing Process for Yioop's Scheduler, Gargi Sheguri

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Document-Level Machine Translation with Hierarchical Attention, Yu-Tang Shen

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SIGN LANGUAGE RECOGNITION USING A HYBRID MACHINE LEARNING MODEL, Peeyusha Shivayogi

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Vehicle-based Disconnected Data Distribution, Aditya Singhania

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MacRuby: User Defined Macro Support for Ruby, Arushi Singh

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Navigating Classic Atari Games with Deep Learning, Ayan Abhiranya Singh

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GESTURE RECOGNITION OF SIGN LANGUAGE ALPHABET USING MACHINE LEARNING TECHNIQUES, Gursimran Singh

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Concept Drift Detection in Android Malware, Inderpreet Singh

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Image-Based Classification of Malware using t-SNE Images, Vincent Stowbunenko

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GENDER CLASSIFICATION VIA HUMAN JOINTS USING CONVOLUTIONAL NEURAL NETWORK, Cheng-En Sung

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RelationalNet using Graph Neural Networks for Social Recommendations, Dharahas Tallapally

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The Search for Metabolic Variants in Response to Climate Change in the American Pika, Tyler Stewart Trader

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Poriferal Vision: Using MobileNet to Classify Sponge Spicules through Transfer Learning, Brian Tran

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SpartanDark: Anonymity Model Integration with a Blockchain Network using SpartanGold, Nishanth Uchil

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Deep learning neural machine translation conversational agent, Abhishek Vaid

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Insecure Deserialization Detection in Python, Aneesh Verma

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The Effects of Nursing Bedside Shift Report on Patient Safety and Satisfaction: A Systematic Review of the Literature, Alyssa Wong

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MultiMap Implementation in OpenJDK, Nishant Yadav

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Temporal Dilation in Video ResNet for Sign Language Translation, Xiaoqian Yang

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Application Of Knowledge Graph Techniques On Textbooks, Yutong Yao

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Evaluation of the Effect of Walnut Extract on Sp1-Related Pathways, Jihan Yehia

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Multi-Label Text Classification with Transfer Learning, Likhitha Yelamanchili

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Steganographic Capacity of Selected Machine Learning and Deep Learning Models, Lei Zhang

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Implicit Racial Bias: A Human Computer Interaction Study Using Eye Tracker, Wenfan Zhang

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The New Student: The Enhancement of an eBook to Support Emotional Connection, Rebecca Zumaeta

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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CoDiS: Community Detection via Distributed Seed-Set Expansion on Graph Streams, Austin Anderson

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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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An Investigation of Segmental Duplications across Topologically Associating Domains, Sara Bell

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Decreasing Trash in Local Creeks: A Program Evaluation of the City of San Jose’s Direct Discharge Trash Control Program, Lakeisha Bryant

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Vulnerable Populations and Flooding: A Bay Area County Public Alert and Warning Case Study, Victoria Castro

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Faking Sensor Noise Information, Justin Chang

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Abstractive Text Summarization for Tweets, Siyu Chen

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Enabling Use of Signal in a Disconnected Village Environment, Evan Chopra

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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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5G Mobility Management using Satellites in LEO (low earth orbit), Peter Knight

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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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Graph Neural Networks for Malware Classification, Vrinda Malhotra

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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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The Impact of Bisphenol A and Its Analogues on Neurodevelopmental Transcriptomes in Drosophila melanogaster, An 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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Adversarial Attacks on Android Malware Detection and Classification, Srilekha Nune

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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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Caption And Image Based Next-Word Auto-Completion, Meet Patel

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Improving User Experiences for Wiki Systems, Parth Patel

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Empirical Evaluation of the Shift and Scale Parameters in Batch Normalization, Yashna Peerthum

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Multi-step Prediction using Tree Generation for Reinforcement Learning, Kevin Prakash

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mRNA-Sequencing Pipeline and Pathway Analysis to Determine the Effects of Bisphenol A on Fragile X Syndrome in Drosophila melanogaster, Rashi Raghulan

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A LIMS-less System for Genotyping Data in Marker-Assisted Selection, Alex Rios

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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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Benchmarking NewSQL Database VoltDB, Kevin Schumacher

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A Program Evaluation of the Project Roomkey in Santa Clara, San Francisco, and Alameda Counties, Louella Sevegan

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A Novel Handover Method Using Destination Prediction in 5G-V2X Networks, Pooja Shyamsundar

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Metagenomic Analysis of Microbial 18s Eukaryotes Communities and Environmental factors in the Western Antarctic Peninsula waters during Austral Summers, Idan Siman-Tov

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Analysis Of Public Sentiment of Covid-19 Pandemic, Vaccines, And Lockdowns, Devinesh Singh

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A Study on Human Face Expressions using Convolutional Neural Networks and Generative Adversarial Networks, Sriramm Muthyala Sudhakar

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

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Cloud Provisioning and Management with Deep Reinforcement Learning, Alexandru Tol

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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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Virtual Machine for SpartanGold, William Wang

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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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Using Machine Learning to Maximize First-Generation Student Success A Contribution to the Mission of Aiding the Underserved, Mustafa Emre Yesilyurt

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Proxy Re-Encryption in Blockchain-based Application, Wangcheng Yuan

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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

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Jparsec - a parser combinator for Javascript, Sida Zhong

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