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 2021
The University of Washington Ice-Liquid Discriminator (UWILD) improves single-particle phase classifications of hydrometeors within Southern Ocean clouds using machine learning, Rachel Atlas, Johannes Mohrmann, Joseph Finlon, Jeremy Lu, Ian Hsiao, Robert Wood, and Minghui Diao
TCAD-Augmented Machine Learning with and without Domain Expertise, Harsaroop Dhillon, Kashyap Mehta, Ming Xiao, Boyan Wang, Yuhao Zhang, and Hiu Yung Wong
Analytical Models for Traffic Congestion and Accident Analysis, Hongrui Liu and Rahul Ramachandra Shetty
Novel Cascade Classifier Using Multiresolution Progressive Learning for Device-Free Indoor Localization, Prasanga Neupane, Hsiao Chun Wu, Guannan Liu, Weidong Xiang, Jinwei Ye, and Shih Yu Chang
CASExplorer: A Conversational Academic and Career Advisor for College Students, Terri Lee, Tianjie Zhu, Sophia Liu, Linh Trac, Zizhen Huang, and Yu Chen
Statistical potentials for RNA-protein interactions optimized by CMA-ES, Takayuki Kimura, Nobuaki Yasuo, Masakazu Sekijima, and Brooke Lustig
Exploring the Relationship Between Mandatory Helmet Use Regulations and Adult Cyclists’ Behavior in California Using Hybrid Machine Learning Models, Fatemeh Davoudi Kakhki and Maria Chierichetti
Roads in You, Yoon Chung Han
Camelot: AI-Powered Campaign Management System, Piyusha Kulkarni, Radhika Bhoj, Sourabh Rajapure, Shubham Gujar, Devika Verma, and Rakesh Ranjan
Computer-aided diagnosis of low grade endometrial stromal sarcoma (LGESS), Xinxin Yang and Mark Stamp
Generative Adversarial Networks for Classic Cryptanalysis, Deanne Charan
Hyperglycemia identification using ECG in deep learning era, Renato Cordeiro, Nima Karimian, and Younghee Park
Detecting Driver Drowsiness with Multi-Sensor Data Fusion Combined with Machine Learning, Hovannes Kulhandjian
The software will see you now: The promise and peril of digital therapy, Lawrence Quill
Novel Indoor Device-Free Human Tracking Using Learning Systems with Hidden Markov Models, Guannan Liu, Prasanga Neupane, Hsiao Chun Wu, Weidong Xiang, Jinwei Ye, Limeng Pu, Shih Yu Chang, Yiyan Wu, and Kun Yan
Novel Device-Free Indoor Human Localization using Wireless Radio-Frequency Fingerprinting, Prasanga Neupane, Guannan Liu, Hsiao Chun Wu, Weidong Xiang, Shih Yu Chang, and Yiyan Wu
Academic and Demographic Cluster Analysis of Engineering Student Success, Farshid Marbouti, Jale Ulas, and Ching Ho Wang
Efficient Metadata Lookup In Inline Deduplication Systems Leveraging Block Similarity, Rakesh Gururaj
Machine Learning for Occupational Slip-Trip-Fall Incidents Classification Within Commercial Grain Elevators, Fatemeh Davoudi Kakhki, Steven Freeman, and Gretchen Mosher
DRAM-Based Authentication Using Deep Convolutional Neural Networks, Michael Yue, Nima Karimian, Wei Yan, Nikolaos Athanasios Anagnostopoulos, and Fatemeh Tehranipoor
Analyzing Public Sentiment on COVID-19 Pandemic, Pradeepika Gedupudi
Task Classification during Visual Search with Deep Learning Neural Networks and Machine Learning Methods, Siddartha Thentu
Improving Facial Emotion Recognition with Image processing and Deep Learning, Ksheeraj Sai Vepuri
The Age of Artificial Intelligence: Use of Digital Technology in Clinical Nutrition, Berkeley K. Limketkai, Kasuen Mauldin, Natalie Manitius, Laleh Jalilian, and Bradley R. Salonen
Machine learning estimation of fire arrival time from level-2 active fires satellite data, Angel Farguell, Jan Mandel, James Haley, Derek V. Mallia, Adam Kochanski, and Kyle Hilburn
Clickbait Detection in YouTube Videos, Ruchira Gothankar
Malware Classification with BERT, Joel Lawrence Alvares
Keystroke Dynamics Based on Machine Learning, Han-Chih Chang
Presentation Attack Detection in Facial Biometric Authentication, Hardik Kumar
Image-based Real Estate Appraisal using CNNs and Ensemble Learning, Prathamesh Dnyanesh Kumkar
Pattern-based Botnet Detection Using Network Flow Analysis and Deep Learning Techniques, Ji An Lee
Keystroke Dynamics for User Authentication with Fixed and Free Text, Jianwei Li
Malware Analysis with Auxiliary-Classifier GAN, Rakesh Nagaraju
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
Hidden Markov Model-based Clustering for Malware Classification, Shamli Singh
Fake malware opcodes generation using HMM and different GAN algorithms, Harshit Trehan
Machine Learning to Detect Malware Evolution, Lolitha Sresta Tupadha
Data Augmentation with Malware as Images, Aditi Walia
Cyberbullying Classification based on Social Network Analysis, Anqi Wang
Computer-Aided Diagnosis of Low Grade Endometrial Stromal Sarcoma (LGESS), Xinxin Yang
Translating Natural Language Queries to SPARQL, Shreya Satish Bhajikhaye
Visual and Lingual Emotion Recognition using Deep Learning Techniques, Akshay Kajale
Defending Vehicles Against Cyberthreats: Challenges and a Detection-Based Solution, Qilin Liu
American Sign Language Assistant, Charulata Lodha
Detecting and predicting visual affordance of objects in a given environment, Bhumika Kaur Matharu
Machine Learning Using Serverless Computing, Vidish Naik
A Hybrid Gaze Pointer with Voice Control, Indhuja Ravi
Automating Text Encapsulation Using Deep Learning, Anket Sah
Designing Human-Computer Conversational Systems using Needs Hierarchy, Souvick Ghosh
Human/Artificial Intelligence Coordination in Video Games, Michael Rodriguez
Advancements in the Field of Reinforcement Learning, Apoorva Sunil Banubakode
A Deep Learning Method For Comparing Hi-C Data, Sughosh Krishnamurthy
Physics-Based Modeling of Phase-Change Memory Devices and Materials, Johan Saltin
Airbnb Price Prediction with Sentiment Classification, Peilu Liu
The Role of Social Media in Policy Formulation Improvement in California, Khoi Minh Nguyen
Sentiment analysis on COVID tweets using COVID-Twitter-BERT with auxiliary sentence approach, Hung Yeh Lin and Teng Sheng Moh
Fast streaming translation using machine learning with transformer, Jiabao Qiu, Melody Moh, and Teng Sheng Moh
Predicting Bus Travel Times in Washington, DC Using Artificial Neural Networks (ANNs), Stephen Arhin, Babin Manandhar, Hamdiat Baba Adam, and Adam Gatiba
Study of ReRAM Neuromorphic Circuit Inference Accuracy Robustness using DTCO Simulation Framework, Hoang Cao, Thanh Lam, Hoi Nguyen, Ayyaswamy Venkattraman, David Parent, and Hiu Yung Wong
Detecting compromised social network accounts using deep learning for behavior and text analyses, Steven Yen, Melody Moh, and Teng Sheng Moh
Classifying Speech Acts using Multi-channel Deep Attention Network for Task-oriented Conversational Search Agents, Souvick Ghosh and Satanu Ghosh
An intelligent mobile application testing experience report, Chi Thi Phuong Tran, Mohana Gudur Valmiki, Guoyan Xu, and Jerry Zeyu Gao
A machine learning approach as a surrogate for a finite element analysis: Status of research and application to one dimensional systems, Poojitha Vurtur Badarinath, Maria Chierichetti, and Fatemeh Davoudi Kakhki
A deep learning approach to downscale geostationary satellite imagery for decision support in high impact wildfires, Nicholas F. McCarthy, Ali Tohidi, Yawar Aziz, Matt Dennie, Mario Miguel Valero, and Nicole Hu
Prediction of elastic stresses in porous materials using fully convolutional networks, Özgür Keleṣ, Yinchuan He, and Birsen Sirkeci-Mergen
Hybrid Cloud Workload Monitoring as a Service, Shreya Kundu
Prediction of FinFET Current-Voltage and Capacitance-Voltage Curves Using Machine Learning with Autoencoder, Kashyap Mehta and Hiu Yung Wong
Data-Driven Fault Classification Using Support Vector Machines, Deepthi Jallepalli and Fatemeh Davoudi Kakhki
Democratization of Artificial Intelligence for the Future of Humanity, Chandrasekar Vuppalapati
Democratization of Artificial Intelligence for the Future of Humanity, Chandrasekar Vuppalapati
ECG Biometric Spoofing Using Adversarial Machine Learning, Amit Garg and Nima Karimian
Leveraging Timing Side-Channel Information and Machine Learning for IoT Security, Kratika Sahu, Rasika Kshirsagar, Surbhi Vasudeva, Taghreed Alzahrani, and Nima Karimian
Learning for Free: Object Detectors Trained on Synthetic Data, Charles Thane MacKay and Teng Sheng Moh
Utilizing CNNs for Object Detection with LiDAR Data for Autonomous Driving, Vinay Ponnaganti, Melody Moh, and Teng Sheng Moh
Eff-YNet: A Dual Task Network for DeepFake Detection and Segmentation, Eric Tjon, Melody Moh, and Teng Sheng Moh
Deepfake Detection using GAN Discriminators, Sai Ashrith Aduwala, Manish Arigala, Shivan Desai, Heng Jerry Quan, and Magdalini Eirinaki
International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020, V. Bindhu, João Manuel R.S. Tavares, Alexandros-Apostolos A. Boulogeorgos, and Chandrasekar Vuppalapati
International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020, V. Bindhu, João Manuel R. S. Tavares, Alexandros-Apostolos A. Boulogeorgos, and Chandrasekar Vuppalapati
Water quality prediction of salton sea using machine learning and big data techniques, Priyanka Chawla, Xiyu Cao, Yichen Fu, Ching min Hu, Meng Wang, Shenquan Wang, and Jerry Zeyu Gao
Digital innovation during covid-19: Transforming challenges to opportunities, Yu Chen and Malu Roldan
Surrogated finite element models using machine learning, Maria Chierichetti, Fatemeh Davoudi, Daniel Huang, and Poojitha Vurturbadarinath
Applications of Surrogate Finite Element Machine Learning Approach for Structural Monitoring, Sam Choppala, Poojhita Vurturbadarinath, Maria Chierichetti, and Fatemeh Davoudi Khaki
Malware classification using long short-term memory models, Dennis Dang, Fabio Di Troia, and Mark Stamp
Stable Machine Learning Knowledge Map Domain Analysis, Mohamed Fayad and Gaurav Kuppa
End-to-End Learning for Autonomous Driving in Secured Smart Cities, Dapeng Guo, Melody Moh, and Teng Sheng Moh
A new dataset for smartphone gesture-based authentication, Elliu Huang, Fabio Di Troia, Mark Stamp, and Preethi Sundaravaradhan
Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning, T. B. Issa, D. Uminsky, A. Shaw, R. Makipour, and R. W. Filice
Federated Learning for Object Detection in Autonomous Vehicles, Deepthi Jallepalli, Navya Chennagiri Ravikumar, Poojitha Vurtur Badarinath, Shravya Uchil, and Mahima Agumbe Suresh
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images, Tanjida Kabir, Chun Teh Lee, Jiman Nelson, Sally Sheng, Hsiu Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, and Shayan Shams
Malware classification with word embedding features, Aparna Sunil Kale, Fabio Di Troia, and Mark Stamp
Reducing Industry Complexity with International Standards: Current Efforts for Services, E-commerce, Artificial Intelligence, Stephen K. Kwan and Jim Spohrer
Gun Violence News Information Retrieval using BERT as Sequence Tagging Task, Hung Yeh Lin, Teng Sheng Moh, and Bryce Westlake
Wildfire Risk Prediction and Detection using Machine Learning in San Diego, California, Ashima Malik, Nasrajan Jalin, Shalu Rani, Priyanka Singhal, Supriya Jain, and Jerry Gao
Data-driven wildfire risk prediction in northern california, Ashima Malik, Megha Rajam Rao, Nandini Puppala, Prathusha Koouri, Venkata Anil Kumar Thota, Qiao Liu, Sen Chiao, and Jerry Gao
Application of Deep Learning in Dynamic Link-Level Virtualization of Cloud Networks Through the Learning Process, Nader F. Mir, Aysha S.H. Basha, and Anirudhha A.K. Tiwari
A Proposed Roadmap to Close the Gap Between Undergraduate Education and STEM Employment Across Industry Sectors, Yassi Moghaddam, Stephen Kwan, Louis Freund, and Martha G. Russell
