SJSU faculty and students produce AI research that pushes their fields forward, and King Library's SJSU ScholarWorks helps make sure that research is shared with readers around globe. SJSU's Office of Research has identified emerging technology, including artificial intelligence and machine learning, as an area of research strength at SJSU.
AI @ SJSUSubmissions from 2025
Automated Research Review Support Using Machine Learning, Large Language Models, and Natural Language Processing, Vishnu S. Pendyala, Karnavee Kamdar, and Kapil Mulchandani
Human vs. LLM: Interpreting Emotion from Neutral Faces in Contextually Charged Backgrounds, Sai Mounika Peteti
Multimodal Feature Fusion and Machine Learning for ADHD Detection Using Neuroimaging Data, Isabel Pham
Collision Scenario Analysis for Autonomous Vehicles Using Multimodal Deep Learning Models, Johnny Qiu, Lin Zhu, Manyu Zhang, Yuan Pan, Peng Xu, Jerry Gao, and Jun Liu
AI Powered Legal Decision Support System, Alisha Rath
Transforming Chatbot Text: A Sequence-to-Sequence Approach to Human-Like Text Generation, Natesh Reddy
PERFORMANCE COMPARISON OF MACHINE LEARNING ACROSS METAL, CUDA, AND NEUROMORPHIC FRAMEWORKS, Ryan Saini
TraceAI: Intelligent Distributed Tracing Using Large Language Models, Mihir Dhirajlal Satra
DETECTING AI-GENERATED NEWS ARTICLES USING UNSUPERVISED MACHINE LEARNING ALGORITHMS, Lilou Sicard-Noel
SMART: Semantic Mapping and Analysis for Regional Terrain Using Multi-Scale U-Net and TOPSIS, Rashmi Sonth
AI-Generated Text Detection and Source Identification, Anjana Priyatham Tatavarthi, Faranak Abri, and Nada Attar
Charting the Unknown: formulating problem statements in the age of artificial intelligence: Where human insight and machine intelligence shape systems and missions, Madjid Tavana and Yasser Dessouky
Extraction of a Knowledge Graph of Biomedical Relationships, Brian Tran
MAPLE: Malware Analysis through Projection of Low-dimensional Embeddings, Quang Duy Tran
Coral Vision – Crustose Coralline Algae Detection with Computer Vision, Ryan Tseng
PhotoProof: A Mobile Application for Verifying the Authenticity of Images, Pruthviraj Urankar
EduRAG: Improving AI Teaching Assistants with Retrieval-Augmented Generation, Geethika Vadlamudi
Retrieval-Augmented Generation for Survival Analysis in Cancers: Methods and Evaluation on the Surveillance, Epidemiology, and End Results Database, Jyothi Vaidyanathan
Decision Trees and IMU Sensors for Risk Prediction in Manual Material Handling, Hardik Vora, Fatemeh Davoudi Kakhki, and Armin Moghadam
The Vital Role of Small and Marginal Farmer in Future of Our Climate: Democratization of Machine Learning, Artificial Intelligence, and Dairy Cow Necklace Sensors in Achieving the UN Climate Change Goals (COP21) and the Paris Agreement, Chandrasekar Vuppalapati, Anitha Ilapakurti, Sandhya Vissapragada, Vanaja Mamidi, Sriya Vuppalapati, Akshay Vuppalapati, Sharat Kedari, Santosh Kedari, Jaya Vuppalapati, Karthik Kallakur, Koduru Rajasri, and Narendra Lella
Breaking the Cycle: Countering Popularity Bias for Diverse Content Discovery, Brandon Weaver, Melody Moh, and Teng Sheng Moh
Using Large Language Models to Investigate the Origin of Chronic Wasting Disease, G. Kent Webb
Social Engineering Scenario Generation for Awareness-Based Attack Resilience, Jade Webb
Domain-Specific Graph RAG Pipelines: Optimized Approaches for Building Efficient Personal Knowledge Repositories, Omkar Yadav
Integrating Retrieval-Augmented Generation with Large Language Models for Supply Chain Strategy Optimization, Beilei Zhu and Chandrasekar Vuppalapati
Books from 2024
Quantitative analysis of Machine Learning model performance and the need to consider explainability, Vishnu S. Pendyala
Redefining Reference Services in the 21st Century, Johanna Tunon
How artificial intelligence incidents affect banks and financial services firms? A study of five firms, Isarin Durongkadej, Wenyao Hu, and Heng Emily Wang
The Evolution of Artificial Intelligence in Gaming, Aditi Jorapur
Envisioning Archival Images with Artificial Intelligence, Jessica Bushey
Bridging Sociotechnical Divides: Trustworthy AI for Community Well-Being and Fair Decision-Making, Souvick Ghosh
Estimating Models for Engineering Costs on the State Highway Operation and Protection Program (SHOPP) Portfolio of Projects, Elhami Nasr, Tariq Shehab, Nigel Blampied, and Vinit Kanani
Empirical study of machine learning for intelligent bearing fault diagnosis, Armin Moghadam and Fatemeh Davoudi Kakhki
Social Media and Crisis Informatics Research in LIS, Ly Dinh, Lingzi Hong, Catherine Dumas, Beth Patin, Souvick Ghosh, Lingyao Li, and Christy Khoury
AI for Library and Information Science (AI4LIS): Towards a Research Agenda, Darra Hofman, Alamir Novin, Souvick Ghosh, and Ehsan Mohammadi
Artificial Intelligence for Pedestrian and Bicyclist Safety: Using AI to Detect Near-Miss Collisions, Mohammad Pourhomayoun
Research on Federated Learning's Contribution to Trustworthy and Responsible Artificial Intelligence, Shijia Huang, Yaxin Liang, Fangzhou Shen, and Fanru Gao
Community Detection Using Deep Learning: Combining Variational Graph Autoencoders with Leiden and K-Truss Techniques, Jyotika Hariom Patil, Petros Potikas, William B. Andreopoulos, and Katerina Potika
Data-Driven Online Prediction of Discharge Capacity and End-of-Discharge of Lithium-Ion Batteries, Junchuan Shi, Yupeng Wei, and Dazhong Wu
Teacher and Student Perspectives of Technology Use in Elementary School Classrooms, Anthony Oskar Alvarado
Controllable Physics-Informed Latent Space for Acoustic Wave Manipulation, Tristan Shah
Harnessing Artificial Intelligence for an Affordable Quality of Life, Vishnu S. Pendyala
Tai Chi Expertise Classification in Older Adults Using Wrist Wearables and Machine Learning, Yang Hu, Mengyue Huang, Jonathan Cerna, Rachneet Kaur, and Manuel E. Hernandez
KritiSamhita: A machine learning dataset of South Indian classical music audio clips with tonic classification, Samhita Konduri, Kriti V. Pendyala, and Vishnu S. Pendyala
Smart City Community Watch—Camera-Based Community Watch for Traffic and Illegal Dumping, Nupur Pathak, Gangotri Biswal, Megha Goushal, Vraj Mistry, Palak Shah, Fenglian Li, and Jerry Gao
Synthetic Malware Using Deep Variational Autoencoders and Generative Adversarial Networks, Aaron Choi, Albert Giang, Sajit Jumani, David Luong, and Fabio Di Troia
Malware Classification Using Dynamically Extracted API Call Embeddings, Sahil Aggarwal and Fabio Di Troia
Development of the Roadway Pothole Management Program, DingXin Cheng
Cost-effectiveness Analysis of Colorectal Cancer Screening Strategies Using Active Learning and Monte Carlo Simulation, Amirhossein Fouladi, Amin Asadi, Eric A. Sherer, and Mahboubeh Madadi
Analysis of Multilanguage Regional Music Tracks Using Representation Learning Techniques in Lower Dimensions, Vishnu S. Pendyala, Samhita Konduri, and Kriti V. Pendyala
A Catalogue and analysis of ultra-diffuse galaxy spectroscopic properties, Jonah S. Gannon, Anna FerrCrossed D Sign©-Mateu, Duncan A. Forbes, Jean P. Brodie, Maria Luisa Buzzo, and Aaron J. Romanowsky
Camera-Based Crime Behavior Detection and Classification, Jerry Gao, Jingwen Shi, Priyanka Balla, Akshata Sheshgiri, Bocheng Zhang, Hailong Yu, and Yunyun Yang
Smart Robot Design and Implementation to Assist Pedestrian Road Crossing, Hovannes Kulhandjian
iSchool Student Research Journal, Vol.14, Iss.1
Looking Ahead: Incorporating AI in MLIS Competencies, Souvick Ghosh and Denise McCoy
Into the Unknown: Developing AI Policies for the Student Research Journal, Marc Hoffeditz
AI in Academia: Policy Development, Ethics, and Curriculum Design, Odin Halvorson
Opinion: How Artificial Intelligence Can Transform St. Louis Traffic, Vishnu S. Pendyala
Tensor-Based Least-Squares Solutions for Multirelational Signals and Applications, Shih Yu Chang and Hsiao Chun Wu
Efficient learning of accurate surrogates for simulations of complex systems, A. Diaw, M. McKerns, I. Sagert, L. G. Stanton, and M. S. Murillo
The use of machine learning for the determination of a type/model of firearms by the characteristics on cartridge cases, Pavel Giverts, Ksenia Sorokina, Mark Barash, and Vladimir Fedorenko
Explaining Misinformation Detection Using Large Language Models, Vishnu S. Pendyala and Christopher E. Hall
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems, Derek Lilienthal, Paul Mello, Magdalini Eirinaki, and Stas Tiomkin
Artificial Intelligence and Data Science in Healthcare, Shayan Shams
The Performance of Sequential Deep Learning Models in Detecting Phishing Websites Using Contextual Features of URLs, Saroj Gopali, Akbar S. Namin, Faranak Abri, and Keith S. Jones
Analysis of Various Machine Learning Algorithms for Using Drone Images in Livestock Farms, Jerry Gao, Charanjit Kaur Bambrah, Nidhi Parihar, Sharvaree Kshirsagar, Sruthi Mallarapu, Hailong Yu, Jane Wu, and Yunyun Yang
Optimization of Sensor Placement for Modal Testing Using Machine Learning, Todd Kelmar, Maria Chierichetti, and Fatemeh Davoudi Kakhki
Anonymous Traffic Detection Based on Feature Engineering and Reinforcement Learning, Dazhou Liu and Younghee Park
Sheet resistance prediction of laser induced graphitic carbon with transformer encoder-enabled contrastive learning, Yupeng Wei, Gerd Grau, and Dazhong Wu
State of health and remaining useful life prediction of lithium-ion batteries with conditional graph convolutional network, Yupeng Wei and Dazhong Wu
Introduction to Artificial Intelligence (AI), Ahmed Banafa
Machine learning applications in forensic DNA profiling: A critical review, Mark Barash, Dennis McNevin, Vladimir Fedorenko, and Pavel Giverts
Personalized Multimedia Recommendation Systems Using Higher-Order Tensor Singular-Value-Decomposition, Shih Yu Chang, Hsiao Chun Wu, Kun Yan, Xinjia Chen, Scott Chih Hao Huang, and Yiyan Wu
Time frequency distribution and deep neural network for automated identification of insomnia using single channel EEG-signals, Kamlesh Kumar, Prince Kumar, Ruchit Kumar Patel, Manish Sharma, Varun Bajaj, and U. Rajendra Acharya
A natural language processing approach to Malware classification, Ritik Mehta, Olha Jurečková, and Mark Stamp
Assessing the Reliability of Machine Learning Models Applied to the Mental Health Domain Using Explainable AI, Vishnu Pendyala and Hyungkyun Kim
Enhancing Product Design through AI-Driven Sentiment Analysis of Amazon Reviews Using BERT, Mahammad Khalid Shaik Vadla, Mahima Agumbe Suresh, and Vimal K. Viswanathan
Data-driven Control of Acoustic Waves Using Movable and Flexible Scatterers, Noam Smilovich
Anomaly Detection & Classification Using Machine Learning for Campus Surveillance, Shakshi Richhariya
Pentamode Metamaterial Design Via Wave Simulation And Machine Learning, Cheng Qiu
Illusory Attacks on Reinforcement Learning Agents, Megha R. Jain
Uncovering Weaknesses in Autonomous Driving: a Formal Approach to Adversarial Scenario Generation and Falsification, Carlos O. Hernandez
A Two-stage Machine Learning Approach for Fake News Detection and News Article Categorization, Snegdha Adusumilli
Deciphering Speech through Vision: A Deep Learning Lip Reading System, Srujith Rao Ambati
Ethical considerations of generative AI-enabled human resource management, Pierre Andrieux, Richard D. Johnson, Jalal Sarabadani, and Craig Van Slyke
Enhancing Environmental Health and Safety: Fine-Tuning Large Language Models for Domain-Specific Applications, Mohammad Adil Ansari
Cloud-Based IBM Platform's Role in Advancing Machine Learning Models for Early Heart Disease Detection, Advika Arva and Sohail Zaidi
Comparative Analysis of Machine Learning Techniques for Enhanced Predictive Modeling in Healthcare, Advika Arya, Farwa Kazmi, and Sohail Zaidi
NFT Price Prediction using Machine Learning, Akhil Patil Bagili
Introduction to Artificial Intelligence (AI), Ahmed Banafa
Transformative AI: Responsible, Transparent, and Trustworthy AI Systems, Ahmed Banafa
Image Segmentation by Convolutional Neural Networks in Coral Resilience Research, Jennifer Benbow
Optimization of Inter-Satellite Routing using LSTM-based Path Prediction Model, Yash Bhamare
Robustness of Learning Models to Label Flipping Attacks, Sarvagya Bhargava
AI-Driven Credit Card Fraud Detection with Enhanced User Interaction, Toshi Bhat
Retrieval Augmented Generation (RAG) Based Restaurant Chatbot with AI Testability, Vani Bhat, Sree Divya Cheerla, Jinu Rose Mathew, Nupur Pathak, Guannan Liu, and Jerry Gao
ActivePCA: A Novel Framework Integrating PCA and Active Machine Learning for Efficient Dimension Reduction, Priyanka Bhyregowda, Mohammad Masum, Lohuwa Mamudu, Mohammed Chowdhurv, Sai Chandra Kosaraiu, and Hossain Shahriar
Analysis and Application of Adaptive ML Algorithms for Malware Classification, Rashmi Boddukuri
UAV-Based Powerline Problem Inspection and Classification using Machine Learning Approaches, Mahavir Chandaliya, Teja Sree Goli, Swapna Kotha, and Jerry Gao
Federated Multimedia Recommendation Systems with Privacy Protection, Shih Yu Chang, Hsiao Chun Wu, Kun Yan, Scott Chih Hao Huang, and Yiyan Wu
