To browse Master's Projects by academic department or program, please go to the College, School or Department page.
Master's Projects from 2021
Keystroke Dynamics for User Authentication with Fixed and Free Text, Jianwei Li
Airbnb Price Prediction with Sentiment Classification, Peilu Liu
Defending Vehicles Against Cyberthreats: Challenges and a Detection-Based Solution, Qilin Liu
American Sign Language Assistant, Charulata Lodha
Employee Churn Prediction using Logistic Regression and Support Vector Machine, Rajendra Maharjan
An Open Source Direct Messaging and Enhanced Recommendation System for Yioop, Aniruddha Dinesh Mallya
Performance Evaluation of Byzantine Fault Detection in Primary/Backup Systems, Sushant Mane
Detecting and predicting visual affordance of objects in a given environment, Bhumika Kaur Matharu
Malware Analysis with Auxiliary-Classifier GAN, Rakesh Nagaraju
Machine Learning Using Serverless Computing, Vidish Naik
The Impact of Integrating an SBDC Program into a College/University Career Center, Harshdeep Singh Nanda
Predicting Stocks with LSTM-based DRNN and GAN, Duy Ngo
The Role of Social Media in Policy Formulation Improvement in California, Khoi Minh Nguyen
Spaceflight and Differential Gene Expression Analysis of Mice Quadriceps Exposed to Microgravity, Tommy Nguyen
Differential Gene Expression Analysis of Rodents Exposed to Long-Term Space Flight and Insights into Physiological Effects, Jonathan Oribello
Overlapping Community Detection in Social Networks, Akshar Panchal
Juvenile Justice Realignment: A policy analysis of California Senate Bill 823, Stewart Patri
Summer Marine Bacterial Community Composition of the Western Antarctic Peninsula, Codey Phoun
Multimodal Detection of Cyberbullying on Twitter, Jiabao Qiu
Wildfire Risk Prediction for a Smart City, Rekha Rani
A Hybrid Gaze Pointer with Voice Control, Indhuja Ravi
Nitrogenase Iron Protein Classification using CNN Neural Network, Amer Rez
AB 5 and AB 2257 Impacts on Small California Public Agencies, Sarah Robustelli
Automating Text Encapsulation Using Deep Learning, Anket Sah
Fake Malware Classification with CNN via Image Conversion: A Game Theory Approach, Yash Sahasrabuddhe
Classifying Illegal Advertisements on the Darknet Using NLP, Karan Shashin Shah
Asynchronous Validations using Programming Contracts in Java, Rahul Shukla
Hidden Markov Model-based Clustering for Malware Classification, Shamli Singh
Witness for Two-Site Enabled Coordination, Sriram Priyatham Siram
Seismic Safety Standards of Private School Buildings in the San Francisco Bay Area: An Exploratory Study, Charles Stauss
Dynamic Resource Management of Fog-Cloud Computing for IoT Support, Mariia Surmenok
Prediction of Financial Capacity using Diffusion Compartment Imaging, Lok Yi Tai
Task Classification during Visual Search with Deep Learning Neural Networks and Machine Learning Methods, Siddartha Thentu
Fake malware opcodes generation using HMM and different GAN algorithms, Harshit Trehan
Machine Learning to Detect Malware Evolution, Lolitha Sresta Tupadha
Improving Facial Emotion Recognition with Image processing and Deep Learning, Ksheeraj Sai Vepuri
An Examination of Bone Loss During Space Travel with Differential Gene Expression Analysis, Claudia Vo
Meta-Analysis of Natural vs Pharmaceutical Interventions for Alzheimer's Disease, Tamara Vrublevskaya
Data Augmentation with Malware as Images, Aditi Walia
Cyberbullying Classification based on Social Network Analysis, Anqi Wang
Privacy Preserving for Multiple Computer Vision Tasks, Amala Varghese Wilson
Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS), Xinxin Yang
Spaceflight and the Differential Gene Expression of Human Stem Cell-Derived Cardiomyocytes, Eugenie Zhu
Master's Projects from 2020
E-Procurement Challenges & Supplier Enablement in California Counties, Juan-Carlos Aguila
Pattern Analysis and Prediction of Mild Cognitive Impairment Using the Conn Toolbox, Meenakshi Anbukkarasu
Rehearsal Scheduling Problem, Thuan Bao
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
Word Embedding Techniques for Malware Classification, Aniket Chandak
Credit for Prior Learning among Student Veterans across Selected Campuses of University of California and California State University: A Managerial Audit, Janani Chandrasekar
Evidence-Based Detection of Pancreatic Canc, Rajeshwari Deepak Chandratre
Higher-order Link Prediction Using Graph Embeddings, Neeraj Chavan
Student Health Services on Community College Campuses in California, Travis Cheng
Improved User News Feed Customization for an Open Source Search Engine, Timothy Chow
Equity-Based Resource and Service Allocation for the City of San José’s Department of Parks, Recreation and Neighborhood Services, Patrick Córdova
Malware Classification Using LSTMs, Dennis Dang
Cost Effectiveness and Hospitalization Rates of Those with Mental Health Issues Using On-Site versus Off-Site Job Coaching, Jerry Dattilo
Understanding Impact of Twitter Feed on Bitcoin Price and Trading Patterns, Ashrit Deebadi
Housing Market Crash Prediction Using Machine Learning and Historical Data, Parnika De
Load Balancing in Cloud Computing, Snehal Dhumal
A NEAT Approach to Malware Classification, Jason Do
The Use of Evidential Reasoning Model with Biomarkers in Pancreatic Cancer Prediction, Qianhui Fan
Visualization of Large Networks Using Recursive Community Detection, Xinyuan Fan
California’s Proposition 47: The Safe Neighborhoods and Schools Act, Edith Garcia Fong
Comparison of Word2vec with Hash2vec for Machine Translation, Neha Gaikwad
Pupil Transportation Alternatives: an Analysis of Alternative Pupil Transportation Models, Jarrett Garife
Diminishing and Preventing Homelessness: A Managerial Audit of Santa Clara County Nonprofit Organizations Addressing Homelessness, Sergio J. Gonzalez
USING MACHINE LEARNING TO OPTIMIZE PREDICTIVE MODELS USED FOR BIG DATA ANALYTICS IN VARIOUS SPORTS EVENTS, Akhil Kumar Gour
FindFur: A Tool for Predicting Furin Cleavage Sites of Viral Envelope Substrates, Christine Gu
END-TO-END LEARNING UTILIZING TEMPORAL INFORMATION FOR VISION- BASED AUTONOMOUS DRIVING, Dapeng Guo
Cat Tracks – Tracking Wildlife through Crowdsourcing using Firebase, Tracy Ho
Computational Astronomy: Classification of Celestial Spectra Using Machine Learning Techniques, Gayatri Milind Hungund
Sentiment Analysis for Troll Activity Detection on Sina Weibo, Zidong Jiang
Detection of Mild Cognitive Impairment using Diffusion Compartment Imaging, Matthew Jones
Malware Classification Based on Hidden Markov Model and Word2Vec Features, Aparna Sunil Kale
Yoga Pose Classification Using Deep Learning, Shruti Kothari
Probabilistic and Machine Learning Enhancement to CONN Toolbox, Gayathri Hanuma Ravali Kuppachi
Façade Improvement Programs in the San Francisco Bay Area, Liz Lange
Purchasing for a Better Future: Sustainable Procurement in the County of Santa Clara, Mariah Teal Lindberg
An AI for a Modification of Dou Di Zhu, Xuesong Luo
Predicting Students’ Performance by Learning Analytics, Sandeep Subhash Madnaik
USING DEEP LEARNING AND LINGUISTIC ANALYSIS TO PREDICT FAKE NEWS WITHIN TEXT, John Nguyen
VIRTUAL ROBOT LOCOMOTION ON VARIABLE TERRAIN WITH ADVERSARIAL REINFORCEMENT LEARNING, Phong Nguyen
What Factors Influence the Success of Soft Story Retrofit Programs? The Example of San Francisco’s Program, Thanh Thuy Nguyen
Benchmarking MongoDB multi-document transactions in a sharded cluster, Tushar Panpaliya
Implementing TontineCoin, Prashant Pardeshi
Multi-Agent Deep Reinforcement Learning for Walkers, Inhee Park
Land Registry on Blockchain, Mugdha Patil
Detection and Analysis of Malware Evolution, Sunhera Barunkumar Paul
LiDAR Object Detection Utilizing Existing CNNs for Smart Cities, Vinay Ponnaganti
Quantifying DeepFake Detection Accuracy for a Variety of Natural Settings, Pratikkumar Prajapati
Getting to Zero: An Evaluation of Santa Clara County’s HIV Prevention Program in Comparison to Selected Counties, Nupur Rathore
Program Evaluation of Affordable Housing Projects for Educators: Pathways to Success, Giulia C. Seminatore
