Publications

This section contains publications published by ISI over the past several decades.

2024

SWARM: Reimagining scientific workflow management systems in a distributed world

Prasanna Balaprakash, Krishnan Raghavan, Franck Cappello, Ewa Deelman, Anirban Mandal, Hongwei Jin, Imtiaz Mahmud, Komal Thareja, Shixun Wu, Pawel Zuk, Mariam Kiran, Zizhong Chen, Sheng Di, Kesheng Wu
The International Journal of High Performance Computing Applications …,  2024

Learning, Optimization, and Implementation for Circuits and Systems Driven by AI: A Special Issue Editorial

Yang Tang, Peter A Beerel, Jürgen Kurths, Guanrong Chen
< bound method Organization. get_name_with_acronym of< Organization: Potsdam …,  2024

Advances in CyberShake Physics-Based Probabilistic Seismic Hazard Analysis

Scott Callaghan, Philip J Maechling, Fabio Silva, Christine Goulet, Kevin Milner, Mei-Hui Su, Xiaofeng Meng, Camilo Pinilla-Ramos, Kim Bak Olsen, Robert W Graves, Norm A Abrahamson, Albert Kottke, Karan Vahi, Ewa Deelman, Thomas H Jordan, Yehuda Ben-Zion
AGU Fall Meeting Abstracts 2024, S12B-01,  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

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

PatentEdits: Framing Patent Novelty as Textual Entailment

Ryan Lee, Alexander Spangher, Xuezhe Ma
arXiv preprint arXiv:2411.13477,  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

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

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

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

Impacts of Personalization on Social Network Exposure

Nathan Bartley, Keith Burghardt, Kristina Lerman
International Conference on Advances in Social Networks Analysis and Mining …,  2024

Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap Data

Basel Shbita, Craig A Knoblock
2024 IEEE 18th International Conference on Semantic Computing (ICSC), 208-211,  2024

Using representation learning and web text to identify competitor networks

Gerard Hoberg, Craig Knoblock, Gordon Phillips, Jay Pujara, Zhiqiang Qiu, Louiqa Raschid

Contextualizing Internet Memes Across Social Media Platforms

Saurav Joshi, Filip Ilievski, Luca Luceri
In the Companion Proceedings of The Web Conference 2024 Best Paper Award …,  2024

Social Approval and Network Homophily as Motivators of Online Toxicity

Julie Jiang, Luca Luceri, Joseph B Walther, Emilio Ferrara
arXiv preprint arXiv:2310.07779,  2024

AVOID: Automatic Verification Of Internet Data-paths

Alexander Marder, Jon Larrea, Kc Claffy, Erik Kline, Kyle Jamieson, Bradley Huffaker, Lincoln Thurlow, Matthew Luckie
MILCOM 2024-2024 IEEE Military Communications Conference (MILCOM), 647-648,  2024