Publications
This section contains publications published by ISI over the past several decades.
2022
Mining literature-based knowledge graph for predicting combination therapeutics: A covid-19 use case
Ahmed Abdeen Hamed, Jakub Jonczyk, Mohammad Zaiyan Alam, Ewa Deelman, Byung Suk Lee
2022 IEEE International Conference on Knowledge Graph (ICKG), 79-86, 2022
Workflow anomaly detection with graph neural networks
Hongwei Jin, Krishnan Raghavan, George Papadimitriou, Cong Wang, Anirban Mandal, Patrycja Krawczuk, Loïc Pottier, Mariam Kiran, Ewa Deelman, Prasanna Balaprakash
2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS …, 2022
Co-scheduling ensembles of in situ workflows
Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira Da Silva, Frédéric Suter, Silvina Caíno-Lores, Michela Taufer, Ewa Deelman
2022 IEEE/ACM Workshop on Workflows in Support of Large-Scale Science (WORKS …, 2022
SIM-SITU: A Framework for the Faithful Simulation of in situ Processing
Valentin Honoré, Tu Mai Anh Do, Loïc Pottier, Rafael Ferreira Da Silva, Ewa Deelman, Frédéric Suter
2022 IEEE 18th International Conference on e-Science (e-Science), 182-191, 2022
Molecular dynamics workflow decomposition for hybrid classic/quantum systems
Sandeep Suresh Cranganore, Vincenzo De Maio, Ivona Brandic, Tu Mai Anh Do, Ewa Deelman
2022 IEEE 18th International Conference on e-Science (e-Science), 346-356, 2022
Fair sharing of network resources among workflow ensembles
George Papadimitriou, Eric Lyons, Cong Wang, Komal Thareja, Ryan Tanaka, Paul Ruth, Ivan Rodero, Ewa Deelman, Michael Zink, Anirban Mandal
Cluster Computing, 1-19, 2022
Broadening Student Participation in Cyberinfrastructure Research and Development
Angela Patricia Murillo, Ewa Deelman, Jarek Nabrzyski, Loïc Pottier
Practice and Experience in Advanced Research Computing, 1-2, 2022
Building the research innovation workforce: Challenges and recommendations from a virtual workshop to advance the research computing community
Thomas Hacker, Preston Smith, Dana Brunson, Lisa Arafune, Thomas Cheatham, Ewa Deelman
Practice and Experience in Advanced Research Computing, 1-7, 2022
Automating edge-to-cloud workflows for science: Traversing the edge-to-cloud continuum with pegasus
Ryan Tanaka, George Papadimitriou, Sai Charan Viswanath, Cong Wang, Eric Lyons, Komal Thareja, Chengyi Qu, Alicia Esquivel, Ewa Deelman, Anirban Mandal, Prasad Calyam, Michael Zink
2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022
WfCommons: A framework for enabling scientific workflow research and development
Tainã Coleman, Henri Casanova, Loïc Pottier, Manav Kaushik, Ewa Deelman, Rafael Ferreira da Silva
Future generation computer systems 128, 16-27, 2022
Internet Outage Detection using Passive Analysis (Poster Abstract and Poster)
Asma Enayet, John Heidemann
arXiv preprint arXiv:2209.13767, 2022
Towards winoqueer: Developing a benchmark for anti-queer bias in large language models
Virginia K Felkner, Ho-Chun Herbert Chang, Eugene Jang, Jonathan May
arXiv preprint arXiv:2206.11484, 2022
From Fake News to #FakeNews: Mining Direct and Indirect Relationships among Hashtags for Fake News Detection
Xinyi Zhou, Reza Zafarani, Emilio Ferrara
arXiv preprint arXiv:2211.11113, 2022
Large-scale agent-based simulations of online social networks
Goran Murić, Alexey Tregubov, Jim Blythe, Andrés Abeliuk, Divya Choudhary, Kristina Lerman, Emilio Ferrara
Autonomous Agents and Multi-Agent Systems 36 (2), 38, 2022
TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit
Joanna C Yau, Benjamin Girault, Tiantian Feng, Karel Mundnich, Amrutha Nadarajan, Brandon M Booth, Emilio Ferrara, Kristina Lerman, Eric Hsieh, Shrikanth Narayanan
Scientific Data 9 (1), 536, 2022
Human decision makings on curriculum reinforcement learning with difficulty adjustment
Yilei Zeng, Jiali Duan, Yang Li, Emilio Ferrara, Lerrel Pinto, C-C Jay Kuo, Stefanos Nikolaidis
arXiv preprint arXiv:2208.02932, 2022
GCN-WP -- Semi-Supervised Graph Convolutional Networks for Win Prediction in Esports
Alexander J Bisberg, Emilio Ferrara
2022 IEEE Conference on Games (CoG), 449-456, 2022
The Gift That Keeps on Giving: Generosity is Contagious in Multiplayer Online Games
Alexander J Bisberg, Julie Jiang, Yilei Zeng, Emily Chen, Emilio Ferrara
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW ‘22), 1-22, 2022
Comparative analysis of social bots and humans during the COVID-19 pandemic
Ho-Chun Herbert Chang, Emilio Ferrara
Journal of Computational Social Science, 1409-1425, 2022