Publications
This section contains publications published by ISI over the past several decades.
2024
Constructing a Knowledge Graph of Historical Mining Data
Basel Shbita, Namrata Sharma, Binh Vu, Fandel Lin, Craig A Knoblock
2024
Using representation learning and web text to identify competitor networks
Gerard Hoberg, Craig Knoblock, Gordon Phillips, Jay Pujara, Zhiqiang Qiu, Louiqa Raschid
2024
Impacts of Personalization on Social Network Exposure
Nathan Bartley, Keith Burghardt, Kristina Lerman
International Conference on Advances in Social Networks Analysis and Mining …, 2024
Virtual Network Embedding as Boolean Satisfiability
Pavel Surynek, Yi Zheng, Erik Kline, Sven Koenig, TK Satish Kumar
2024 IEEE 36th International Conference on Tools with Artificial …, 2024
Timely Wildfire Perimeter Mapping for Unmanned Aerial Platforms
Andrew Rittenbach, Connor Imes, John Paul Walters
Applied Industrial Spectroscopy, FD1. 7, 2024
Evaluating Deep Learning Recommendation Model Training Scalability with the Dynamic Opera Network
Connor Imes, Andrew Rittenbach, Peng Xie, Dong In D Kang, John Paul Walters, Stephen P Crago
Proceedings of the 4th Workshop on Machine Learning and Systems, 169-175, 2024
RFC 9490: Report from the IAB Workshop on Management Techniques in Encrypted Networks (M-TEN)
M Knodel, W Hardaker, T Pauly
RFC Editor, 2024
Joint proceedings of the 3rd International workshop on knowledge graph generation from text (TEXT2KG) and Data Quality meets Machine Learning and Knowledge Graphs (DQMLKG): co …
Sanju Tiwari, Nandana Mihindukulasooriya, Francesco Osborne, Dimitris Kontokostas, Jennifer D'Souza, Mayank Kejriwal, Maria Angela Pellegrino, Anisa Rula, José Emilio Labra Gayo, Michael Cochez, Mehwish Alam
CEUR-WS. org, 2024
Large Language Models Help Reveal Unhealthy Diet and Body Concerns in Online Eating Disorders Communities
Minh Duc Chu, Zihao He, Rebecca Dorn, Kristina Lerman
arXiv preprint arXiv:2401.09647, 2024
Unique affective profile of music-evoked nostalgia: An extension and conceptual replication of Barrett et al.’s (2010) study.
Sarah Hennessy, Timothy Greer, Shrikanth Narayanan, Assal Habibi
Emotion, 2024
Socioexposomics of COVID-19 across New Jersey: a comparison of geostatistical and machine learning approaches
Xiang Ren, Zhongyuan Mi, Panos G Georgopoulos
Journal of Exposure Science & Environmental Epidemiology 34 (2), 197-207, 2024
Expert-Level Detection of Referable Glaucoma from Fundus Photographs in a Safety Net Population: The AI and Teleophthalmology in Los Angeles Initiative
Van Nguyen, Sreenidhi Iyengar, Haroon Rasheed, Galo Apolo, Zhiwei Li, Aniket Kumar, Hong Nguyen, Austin Bohner, Rahul Dhodapkar, Jiun Do, Andrew Duong, Jeffrey Gluckstein, Kendra Hong, Lucas Humayun, Alanna James, Junhui Lee, Kent Nguyen, Brandon Wong, Jose-Luis Ambite, Carl Kesselman, Lauren Daskivich, Michael Pazzani, Benjamin Y Xu
medRxiv.08. 25.24312563, 2024
PatentEdits: Framing Patent Novelty as Textual Entailment
Ryan Lee, Alexander Spangher, Xuezhe Ma
arXiv preprint arXiv:2411.13477, 2024
Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models
Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Sudarsana Reddy Kadiri, Shrikanth Narayanan
2024 58th Asilomar Conference on Signals, Systems, and Computers, 303-307, 2024
Improving end-to-end speech recognition for dysarthric speech through in-domain data augmentation
Paban Sapkota, Hemant Kumar Kathania, Sudarsana Reddy Kadiri, Shrikanth Narayanan
2024 58th Asilomar Conference on Signals, Systems, and Computers, 345-349, 2024
A federated learning architecture for secure and private neuroimaging analysis
Dimitris Stripelis, Umang Gupta, Hamza Saleem, Nikhil Dhinagar, Tanmay Ghai, Chrysovalantis Anastasiou, Rafael Sánchez, Greg Ver Steeg, Srivatsan Ravi, Muhammad Naveed, Paul M Thompson, Jose-Luis Ambite
Patterns 5 (8), 101031, 2024
2023
Trojan Model Detection Using Activation Optimization
Mohamed E Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
arXiv preprint arXiv:2306.04877, 2023
Lightweight, mobile 3d face imaging system for clinical environments
W Abd-Almageed, L Spinoulas
US Patent App. 17/865,290, 2023
An overview of mobile applications for field science
Anna Zeng, Kevin Zeng, Yolanda Gil, Matty Mookerjee
GeoSoft Project Report. Disponível em: https://www. isi. edu/~-gil/papers …, 2023
Virtual Agent Approach for Teaching the Collaborative Problem Solving Skill of Negotiation
Emmanuel Johnson, Jonathan Gratch, Yolanda Gil
International Conference on Artificial Intelligence in Education, 530-535, 2023