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Master's Projects from 2023

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Malware Classification using API Call Information and Word Embeddings, Sahil Aggarwal

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CodEval, Aditi Agrawal

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BASE STATION LOAD PREDICTION IN 5G-V2X HANDOVER, Madhujita Ranjit Ambaskar

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Graph Deep Learning Based Hashtag Recommender for Reels on Social Media, Sriya Balineni

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UNTRAINING GENDER BIAS: AN EYE-TRACKING STUDY, Ripujit S. Bamrah

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Hate Speech Detection in Hindi, Pranjali Prakash Bansod

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Bias Detector Tool for Face Datasets using Image Recognition, Jatin Vamshi Battu

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Enhancing Deep Learning Classifiers for Dynamic Keystroke Authentication via GANs, Jonathan A. Bazan

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Visualizing classification errors and mislabeling in machine learning, Vedashree Bhandare

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Static Taint Analysis via Type-checking in TypeScript, Abhijn Chadalawada

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Security and Routing in a Disconnected Delay Tolerant Network, Anirudh Kariyatil Chandakara

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Yelp Restaurant Popularity Score Calculator, Sneh Bindesh Chitalia

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WIKIPEDIA WEB TABLE INTERPRETATION, KEYWORD-BASED SEARCH, AND RANKING, Kartikee Dabir

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Classifying World War II Era Ciphers with Machine Learning, Brooke Dalton

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ML-Based User Authentication Through Mouse Dynamics, Sai Kiran Davuluri

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Enhancing Facial Emotion Recognition Using Image Processing with CNN, Sourabh Deokar

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Comparative Analysis of Transformer-Based Models for Text-To-Speech Normalization, Pankti Dholakia

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Proof-of-Stake for SpartanGold, Nimesh Ashok Doolani

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Sending and Receiving Internet Messages from Disconnected Areas, Abhishek Prakash Gaikwad

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IMAGE CLASSIFICATION USING ENSEMBLE MODELING AND DEEP LEARNING, Kaneesha Gandhi

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RideShare using Degrees of Separation: A Social Network-Based Approach, Gokul Garikipati

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Image Captioning using Reinforcement Learning, Venkat Teja Golamaru

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Location and Environment aware mmWave Beam Selection using Vision Transformer, Srajan Gupta

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A Data Delivery Mechanism for Disconnected Mobile Applications, Shashank Hegde

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Spartan Price Oracle: A Schelling-point Based Decentralized Pirce Oracle, Sihan He

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Identification of Oral Microbiome with full-length 16S Sequencing Using Nanopore Technology, Uyen Hoang

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Container Caching Optimization based on Explainable Deep Reinforcement Learning, Divyashree Jayaram

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The Bias Report: An Automated News Aggregator for Political Bias Classification and News Summarization, Anant Joshi

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Personalized Tweet Recommendation Using Users’ Image Preferences, Shashwat Avinash Kadam

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CONTEXT AWARE NEURAL MACHINE TRANSLATION USING GRAPH ENCODERS, Saurabh Kale

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Job Tailored Resume Content Generation, Sumedh Kale

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Airport Assignment for Emergency Aircraft using Reinforcement Learning, Saketh Kamatham

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3D AR RECONSTRUCTION, Sneh Arvind Kothari

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Spam Comments Detection in YouTube Videos, Priyusha Kotta

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Explainable AI for Android Malware Detection, Maithili Kulkarni

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Twitter Bot Detection using NLP and Graph Classification, Warada Jayant Kulkarni

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Dynamic Predictions of Thermal Heating and Cooling of Silicon Wafer, Hitesh Kumar

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SpartanScript: New Language Design for Smart Contracts, Ajinkya Lakade

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Characterizing Sequencing Artifacts, Kathy Thanh Lam

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Analyzing Improvement of MASK R-CNN on ARMS plates (and Sponges and Coral), James Lee

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Resource Coordination Learning for End-to-end Network Slicing Under Limited State Visibility, Xiang Liu

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Video Sign Language Recognition using Pose Extraction and Deep Learning Models, Shayla Luong

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Malware Classification using Graph Neural Networks, Manasa Mananjaya

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Detecting Botnets Using Hidden Markov Model, Profile Hidden Markov Model and Network Flow Analysis, Rucha Mannikar

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Leveraging Tweets for Rapid Disaster Response Using BERT-BiLSTM-CNN Model, Satya Pranavi Manthena

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Influence maximization based on community detection and dominating sets, Ameya Marathe

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NoSQL Databases in Kubernetes, Parth Sandip Mehta

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Ubiquitous Application Data Collection in a Disconnected Distributed System, Deepak Munagala

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EYE MOVEMENTS BEHAVIORS IN A DRIVING SIMULATOR DURING SIMPLE AND COMPLEX DISTRACTIONS, Pradeep Narayana

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Automated Evaluation for Distributed System Assignments, Nimesh Nischal

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Robust Cache System for Web Search Engine Yioop, Rushikesh Padia

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Modeling Sequencing Artifacts in Artificial Low Frequency Cancer Data, Hannele Padre

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NFT Artifact Prediction using Machine Learning, Rishabh Pandey

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Driving Simulator : Driving Performance Under Distraction, Kaushik Pilligundla

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Federated Learning for Protecting Medical Data Privacy, Abhishek Reddy Punreddy

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Enhancing the Security of Yioop Discussion Board, Prajna Gururaj Puranik

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High Performance Distributed File System Based on Blockchain, Ajinkya Rajguru

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A Novel Efficient Deep Learning Framework for Facial Inpainting - Face reconstruction from masked images, Akshay Ravi

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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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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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Concept Drift Detection in Android Malware, Inderpreet Singh

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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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Deep learning neural machine translation conversational agent, Abhishek Vaid

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Insecure Deserialization Detection in Python, Aneesh Verma

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Application Of Knowledge Graph Techniques On Textbooks, Yutong Yao

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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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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