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Master's Projects from 2021

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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

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Advancing The Ability To Predict Cognitive Decline and Alzheimer’s Disease Based On Genetic Variants Beyond Amyloid-beta and Tau, Naveen Rawat

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Nitrogenase Iron Protein Classification using CNN Neural Network, Amer Rez

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AB 5 and AB 2257 Impacts on Small California Public Agencies, Sarah Robustelli

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Automating Text Encapsulation Using Deep Learning, Anket Sah

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Fake Malware Classification with CNN via Image Conversion: A Game Theory Approach, Yash Sahasrabuddhe

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Classifying Illegal Advertisements on the Darknet Using NLP, Karan Shashin Shah

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Asynchronous Validations using Programming Contracts in Java, Rahul Shukla

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Hidden Markov Model-based Clustering for Malware Classification, Shamli Singh

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Witness for Two-Site Enabled Coordination, Sriram Priyatham Siram

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Seismic Safety Standards of Private School Buildings in the San Francisco Bay Area: An Exploratory Study, Charles Stauss

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Dynamic Resource Management of Fog-Cloud Computing for IoT Support, Mariia Surmenok

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Prediction of Financial Capacity using Diffusion Compartment Imaging, Lok Yi Tai

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Task Classification during Visual Search with Deep Learning Neural Networks and Machine Learning Methods, Siddartha Thentu

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Fake malware opcodes generation using HMM and different GAN algorithms, Harshit Trehan

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Machine Learning to Detect Malware Evolution, Lolitha Sresta Tupadha

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Improving Facial Emotion Recognition with Image processing and Deep Learning, Ksheeraj Sai Vepuri

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An Examination of Bone Loss During Space Travel with Differential Gene Expression Analysis, Claudia Vo

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Meta-Analysis of Natural vs Pharmaceutical Interventions for Alzheimer's Disease, Tamara Vrublevskaya

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Data Augmentation with Malware as Images, Aditi Walia

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Cyberbullying Classification based on Social Network Analysis, Anqi Wang

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Privacy Preserving for Multiple Computer Vision Tasks, Amala Varghese Wilson

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Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS), Xinxin Yang

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Spaceflight and the Differential Gene Expression of Human Stem Cell-Derived Cardiomyocytes, Eugenie Zhu

Master's Projects from 2020

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E-Procurement Challenges & Supplier Enablement in California Counties, Juan-Carlos Aguila

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Pattern Analysis and Prediction of Mild Cognitive Impairment Using the Conn Toolbox, Meenakshi Anbukkarasu

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Rehearsal Scheduling Problem, Thuan Bao

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Creating Accessory Dwelling Units (ADUs) During the California Housing Shortage: Benchmarking ADU Programs Within Selected Bay Area City and County Jurisdictions against the City of the Santa Cruz and the County of Santa Cruz, Ivo Niko Basor

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Educating Children and Youth Experiencing Homelessness by Funding Local Implementation: Compliance for Positive Student Outcomes under the McKinney-Vento Homeless Assistance Act, Darius Jamal Brown

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Word Embedding Techniques for Malware Classification, Aniket Chandak

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Credit for Prior Learning among Student Veterans across Selected Campuses of University of California and California State University: A Managerial Audit, Janani Chandrasekar

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Evidence-Based Detection of Pancreatic Canc, Rajeshwari Deepak Chandratre

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Higher-order Link Prediction Using Graph Embeddings, Neeraj Chavan

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Student Health Services on Community College Campuses in California, Travis Cheng

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Improved User News Feed Customization for an Open Source Search Engine, Timothy Chow

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Equity-Based Resource and Service Allocation for the City of San José’s Department of Parks, Recreation and Neighborhood Services, Patrick Córdova

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Malware Classification Using LSTMs, Dennis Dang

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Cost Effectiveness and Hospitalization Rates of Those with Mental Health Issues Using On-Site versus Off-Site Job Coaching, Jerry Dattilo

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Understanding Impact of Twitter Feed on Bitcoin Price and Trading Patterns, Ashrit Deebadi

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Housing Market Crash Prediction Using Machine Learning and Historical Data, Parnika De

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Load Balancing in Cloud Computing, Snehal Dhumal

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A NEAT Approach to Malware Classification, Jason Do

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The Use of Evidential Reasoning Model with Biomarkers in Pancreatic Cancer Prediction, Qianhui Fan

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Visualization of Large Networks Using Recursive Community Detection, Xinyuan Fan

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California’s Proposition 47: The Safe Neighborhoods and Schools Act, Edith Garcia Fong

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Comparison of Word2vec with Hash2vec for Machine Translation, Neha Gaikwad

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Pupil Transportation Alternatives: an Analysis of Alternative Pupil Transportation Models, Jarrett Garife

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Diminishing and Preventing Homelessness: A Managerial Audit of Santa Clara County Nonprofit Organizations Addressing Homelessness, Sergio J. Gonzalez

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USING MACHINE LEARNING TO OPTIMIZE PREDICTIVE MODELS USED FOR BIG DATA ANALYTICS IN VARIOUS SPORTS EVENTS, Akhil Kumar Gour

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FindFur: A Tool for Predicting Furin Cleavage Sites of Viral Envelope Substrates, Christine Gu

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END-TO-END LEARNING UTILIZING TEMPORAL INFORMATION FOR VISION- BASED AUTONOMOUS DRIVING, Dapeng Guo

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Cat Tracks – Tracking Wildlife through Crowdsourcing using Firebase, Tracy Ho

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Computational Astronomy: Classification of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund

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Sentiment Analysis for Troll Activity Detection on Sina Weibo, Zidong Jiang

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Detection of Mild Cognitive Impairment using Diffusion Compartment Imaging, Matthew Jones

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Malware Classification Based on Hidden Markov Model and Word2Vec Features, Aparna Sunil Kale

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Yoga Pose Classification Using Deep Learning, Shruti Kothari