To browse Master's Projects by academic department or program, please go to the College, School or Department page.
Master's Projects from 2020
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
AI Quantification of Language Puzzle to Language Learning Generalization, Harita Shroff
Veteran Service Organizations’ Declining Membership and How to Fix It, Ben Sok
REAL-TIME AD CLICK FRAUD DETECTION, Apoorva Srivastava
Improved Chinese Language Processing for an Open Source Search Engine, Xianghong Sun
Developing a MongoDB Monitoring System using NoSQL Databases for Monitored Data Management, Anjitha Karattu Thodi
Detecting DeepFakes with Deep Learning, Eric C. Tjon
Bioinformatics Metadata Extraction for Machine Learning Analysis, Zachary Tom
Using Color Thresholding and Contouring to Understand Coral Reef Biodiversity, Scott Vuong Tran
Network Traffic Based Botnet Detection Using Machine Learning, Anand Ravindra Vishwakarma
Combating the Silver Tsunami: How Can Santa Clara County Local Agencies Develop the Next Generation of Leaders?, Nadia Webster
Ensuring Resilience: Efforts to Retrofit Soft-Story Housing in California, Griffin Weizer
Sustainable Cannabis Policy in California: Addressing the Legal Cannabis Industry’s Carbon Footprint, Genevieve Yip
Video Synthesis from the StyleGAN Latent Space, Lei Zhang
Malware Classification with Gaussian Mixture Model-Hidden Markov Models, Jing Zhao
Master's Projects from 2019
Predictive Analysis for Cloud Infrastructure Metrics, Paridhi Agrawal
MUSIC MOOD CLASSIFICATION USING CONVOLUTIONAL NEURAL NETWORKS, Revanth Akella
A Process Evaluation of the Campbell Union High School District Bond Measure AA, Gabriel Altamirano
Assessing Wildfire Damage from High Resolution Satellite Imagery Using Classification Algorithms, Ai-Linh Alten
Sensor - Based Human Activity Recognition Using Smartphones, Mustafa Badshah
An Empirical Comparison of Different Machine, Piyush Bajaj
Multifamily Malware Models, Samanvitha Basole
Designing single guide RNAs for CRISPR/Cas9, Neha Atul Bhagwat
Detection of Hate Speech in Videos Using Machine Learning, Unnathi Bhandary
Using Computer Vision to Quantify Coral Reef Biodiversity, Niket Bhodia
Hot Fusion vs Cold Fusion for Malware Detection, Snehal Bichkar
An Evaluation of California’s Continuously Appropriated Programs Funded through Cap-and-Trade, Domingo Candelas
Deep Learning Based Real Time Devanagari Character Recognition, Aseem Chhabra
Memos and Mega Projects: Applying Planners’ Perceptions of Their Software to a Framework for the Future of Planning, Richard L. Davis
Image Compression Using Neural Networks, Kunal Rajan Deshmukh
Detecting CRISPR Arrays Using Long-Short Term Memory Network, Shantanu Deshmukh
An Industry Driven Genre Classification Application using Natural Language Processing, Sharan Duggirala
3D Shape Prediction on Convolutional Deep Belief Networks, Gregory Y. Enriquez
CONTRACT BUILDER ETHEREUM APPLICATION, Colin M. Fowler
Classification of Humans into Ayurvedic Prakruti Types using Computer Vision, Gayatri Gadre
Chatbots with Personality Using Deep Learning, Susmit Gaikwad
An Outcome Analysis of the Mills Act in Three Exemplar Cities, Sean K. Gallegos
Declassification of Faceted Values in JavaScript, Shreya Gangishetty
Information Extraction from Biomedical Text Using Machine Learning, Deepti Garg
Context-based Multi-stage Offline Handwritten Mathematical Symbol Recognition using Deep Learning, Sui Kun Guan
SENTIMENT ANALYSIS FOR SEARCH ENGINE, Saravana Gunaseelan
Image-Based Localization of User-Interfaces, Riti Gupta
Food Scrapping Programs and Smart Practices for SB 1383 Compliance in Ten Selected Bay Area Cities, Alia Rizvi Haque
A WebRTC Video Chat Implementation Within the Yioop Search Engine, Yangcha Ho
Image-Based Malware Classification with Convolutional Neural Networks and Extreme Learning Machines, Mugdha Jain
Machine Learning versus Deep Learning for Malware Detection, Parth Jain
Benchmarking Scalability of NoSQL Databases for Geospatial Queries, Yuvraj Singh Kanwar
Network Alignment In Heterogeneous Social Networks, Priyanka Kasbekar
Optimizing E-Commerce Product Classification Using Transfer Learning, Rashmeet Kaur Khanuja
TSAR : A System for Defending Hate Speech Detection Models Against Adversaries, Brian Tuan Khieu
MACHINE LEARNING IN CROP CLASSIFICATION OF TEMPORAL MULTISPECTRAL SATELLITE IMAGE, Ravali Koppaka
Classifying Classic Ciphers using Machine Learning, Nivedhitha Ramarathnam Krishna
Learning To Play The Trading Game, Neeraj Kulkarni
GloVeNoR - Global Vectors for Node Representations, Shishir Kulkarni
YODA – Your Only Design Assistant, Siddharth Kulkarni
Robust Lightweight Object Detection, Siddharth Kumar
Low Power MobileNets Acceleration In Cuda And OpenCL, Nikhil Lahoti
Student Withdrawals in a Job Training Program, Amy Lawrence
San Jose’s Removing and Preventing Illegal Dumping Program (RAPID): An Evaluation of Illegal Dumping in San Jose, Rina Laxamana
Learning for Free – Object Detectors Trained on Synthetic Data, Charles Thane MacKay
Improving Steering Ability of an Autopilot in a Fully Autonomous Car, Shivanku Mahna
Real-Time Data Processing With Lambda Architecture, Omkar Ashok Malusare
On Adversarial Attacks on Deep Learning Models, Nag Mani
DETECTING MYOCARDIAL INFARCTIONS USING MACHINE LEARNING METHODS, Aniruddh Mathur
Predicting Off-Target Potential of CRISPR-Cas9 Single Guide RNA, Ishita Mathur
