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 2024
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
Enhancing Medical Chatbots with Image Diagnosis, Swatisri Chavali
Optimizing Web Design Code Generation: A Comparative Study of Finetuning, Pretrained Models, and RAG (Retrieval Augmented Generation), Srinivas Rao Chavan
Biomedical Relation Extraction Using LLMs and Knowledge Graphs, Pranav Chellagurki, Sai Prasanna Kumar Kumaru, Rahul Raghava Peela, Neeharika Yeluri, Carlos Rojas, and Jorjeta Jetcheva
Skin Cancer Detection using Reinforcement Learning, Vikas Chercadu
Fuzzy Similarity Analysis of Effective Training Samples to Improve Machine Learning Estimations of Water Quality Parameters Using Sentinel-2 Remote Sensing Data, Alireza Taheri Dehkordi, Mohammad Javad Valadan Zoej, Ali Mehran, Mohsen Jafari, and Amir Masoud Chegoonian
Defect Detection and Closed-loop Feedback Using Machine Learning for Fused Filament Fabrication, Amaris De La Rosa, Amir Armani, and Marcia Golmohamadi
HINDI IMAGE CAPTIONING USING INDICTRANS2 AND ENCODER-DECODER ARCHITECTURE, Anahita Vayalombrone Dinesh
Artifacts in Low-Pass Whole Genome Sequencing, Nguyen Mai Anh Do
Fine-Tuning Optimization of Small Language Models: A Novel Graph-Theoretical Approach for Efficient Prompt Engineering, Venkata Gadiraju, Hao Yu Tsai, Hsiao Chun Wu, Manali Singha, C. H. Scott Huang, Guannan Liu, Shih Yu Chang, and Yiyan Wu
Fast Software-Based Real Time Panoramic Image Processing, Matthew Gerlits, Melody Moh, and Teng Sheng Moh
Wall-E: An Autonomous AI Rover for Precision Agriculture, Simar Ghumman
Distinguishing Chatbot from Human, Gauri Anil Godghase
The Applicability of LLMs in Generating Textual Samples for Analysis of Imbalanced Datasets, Saroj Gopali, Faranak Abri, Akbar Siami Namin, and Keith S. Jones
Instagram Data Analysis Using Machine Learning, Lakshmi Prasanna Gorrepati
ML-Based User Identification Through Mouse Dynamics, Rakshit Gupta
SPIDARman: System-Level Physics-Informed Detection of Anomalies in Reactor Collected Data Considering Human Errors, Ezgi Gursel, Bhavya Reddy, Katy Daniels, Jamie Baalis Coble, Mahboubeh Madadi, Vivek Agarwal, Ronald Boring, Vaibhav Yadav, and Anahita Khojandi
Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary Disease, M. Halem, A. K. Kochanski, J. Mandel, J. Sleeman, B. Demoz, A. Bargteil, S. Patil, S.Shivadekar, A. Iorga, J. Dorband, J. Mackinnon, S. Chiao, Z. Yang, Ya Yesha, J. Sorkin, E. Kalnay, S. Safa, and C. Da
MULTI-PLATFORM CYBERBULLYING DETECTION USING NLP AND MACHINE LEARNING, Chinmayi Lokeshwar Hegde
INTEGRATING CHATGPT WITH A-FRAME FOR USER-DRIVEN 3D MODELING, Ivan Hernandez
Ensemble Model with Meta-Learning for DDoS Attack Classification in SDN, Ankith Indrakumar
Multirelational Twitter Bot Detection using Graph Neural Networks, Ketan Jadhav
Personalizing Image Generation from Prompts Using Generative AI, Mit Ramesh Jain
A Rule-Based Hybrid Translation Model for Context-Aware Speech to Indian Sign Language Tasks, Dania Jaison
MULTIMODAL EMOTION DETECTION IN CONVERSATIONS AND DIALOGUES: A FUSION MODEL APPROACH, Abhinay Jatoth
Comparing Balancing Techniques for Malware Classification, Ranjit John
Leveraging Large Language Models for Transforming Student Information into Actionable Data, Sree Hari Karri
EMPLOYING LARGE LANGUAGE MODELS AND RETRIEVAL AUGMENTED GENERATION FOR ENHANCED PREDICTIVE FLEXIBILITY IN CANCER MORTALITY PREDICTION, Mridang Kejriwal
Machine Learning Based Sensor Selection for Modal Testing, Todd Kelmar and Maria Chierichetti
BIRDSONG CLASSIFICATION USING DEEP LEARNING AND MIXIT, Sasanka Kosuru
Creating valid adversarial examples of malware, Matouš Kozák, Martin Jureček, Mark Stamp, and Fabio Di Troia
Learning to Play the Trading Game: Exploring Reinforcement Learning-Based Stock Trading Bots, Neeraj Kulkarni, Petros Potikas, and Katerina Potika
Advanced DDoS Attack Classification using Ensemble Model with Meta-Learner, Ankith Indra Kumar and Genya Ishigaki
EXPLORING GENDER BIAS IN LARGE LANGUAGE MODELS: CROSS-LINGUISTIC COMPARISONS AND EVALUATION LETTERS ANALYSIS, Athira Kumar
Satellite Handover Optimization Using Predicted Satellite-to-Base-Station Proximity, Pranathi Kunadi
Opinion Graphs Construction for Reviews using Transfer Learning and Large Language Models, Yichen Lin
Facial Expression Mood Classification Using Machine Learning, Tiantong Li
A Real-Time Anonymous Traffic Detection Based on Reinforcement Learning, Dazhou Liu and Younghee Park
Regional Sea Level Rise Prediction in Monterey Bay with LSTMs and Vertical Land Motion, Branden Lopez
A comparison of adversarial malware generators, Pavla Louthánová, Matouš Kozák, Martin Jureček, Mark Stamp, and Fabio Di Troia
Rapid Simulation Framework for Superconducting Qubit Readout System Inverse Design and Optimization, Albert Lu and Hiu Yung Wong
Navigating Enterprise Constraints: Building a Hybrid Multi-Modal Mobile Intelligent App, Ketan Malempati, Akshat Gupta, and Kaikai Liu
An Empirical Analysis of Adversarial Attacks in Federated Learning, Rohit Mapakshi
Temporal Dynamics in Diabetes Prediction: A Sensor-Driven Time-Series Exploration, Monica Meduri
DEEP-LEARNING APPROACHES TO PREDICT REMAINING USEFUL LIFE OF HARD DISKS, Rohan Mohapatra
Formula 1 Commentary Generator using Generative Artificial Intelligence, Hiral Moliya
IS KNOWLEDGE MANAGEMENT (FINALLY) EXTRACTIVE? – FULLER’S ARGUMENT REVISITED IN THE AGE OF AI, Norman Mooradian
Enhancing Restaurant Sales Prediction: The Dynamic Forecasting Engine, Rahul Sanjay Morishetti
Knowledge Graph-based Multiple-Choice Question Generation, Durga Muralidharan
SDEBuddy - Code Documentation using Large Language Models, Nischay Nagendra
Explaining the Maliciousness of URLs using SHAP and LIME, Ayush Nair
