Publications
This section contains publications published by ISI over the past several decades.
2021
Combining remote-sensing-derived data and historical maps for long-term back-casting of urban extents
Johannes H Uhl, Stefan Leyk, Zekun Li, Weiwei Duan, Basel Shbita, Yao-Yi Chiang, Craig A Knoblock
Remote sensing 13 (18), 3672, 2021
SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in Tables.
Minh Pham, Craig A Knoblock, Muhao Chen, Binh Vu, Jay Pujara
IJCAI, 3543-3551, 2021
Artificial intelligence for modeling complex systems: taming the complexity of expert models to improve decision making
Yolanda Gil, Daniel Garijo, Deborah Khider, Craig A Knoblock, Varun Ratnakar, Maximiliano Osorio, Hernán Vargas, Minh Pham, Jay Pujara, Basel Shbita, Binh Vu, Yao-Yi Chiang, Dan Feldman, Yijun Lin, Hayley Song, Vipin Kumar, Ankush Khandelwal, Michael Steinbach, Kshitij Tayal, Shaoming Xu, Suzanne A Pierce, Lissa Pearson, Daniel Hardesty-Lewis, Ewa Deelman, Rafael Ferreira Da Silva, Rajiv Mayani, Armen R Kemanian, Yuning Shi, Lorne Leonard, Scott Peckham, Maria Stoica, Kelly Cobourn, Zeya Zhang, Christopher Duffy, Lele Shu
ACM Transactions on Interactive Intelligent Systems 11 (2), 1-49, 2021
Building survivable software systems by automatically adapting to sensor changes
Yuan Shi, Ang Li, TK Satish Kumar, Craig A Knoblock
Applied Sciences 11 (11), 4808, 2021
Towards the large-scale extraction of historical land cover information from historical maps.
Johannes H Uhl, Stefan Leyk, Weiwei Duan, Zekun Li, Basel Shbita, Yao-Yi Chiang, Craig A Knoblock
Abstracts of the ICA 3, 2021
A graph-based approach for inferring semantic descriptions of wikipedia tables
Binh Vu, Craig A Knoblock, Pedro Szekely, Minh Pham, Jay Pujara
The Semantic Web–ISWC 2021: 20th International Semantic Web Conference, ISWC …, 2021
Bulletin of the Technical Committee on
K Bharat, A Broder, J Dean, MR Henzinger, C Knoblock, K Lerman, S Minton, I Muslea, P Vassiliadis, Z Vagena, S Skiadopoulos, N Karayannidis, T Sellis
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models
James Y Huang, Kuan-Hao Huang, Kai-Wei Chang
NAACL 2021, 2021
Social media against society
Luca Luceri, Stefano Cresci, Silvia Giordano
The Internet and the 2020 Campaign 1, 2021
A framework for emotion-driven product design through virtual reality
Davide Andreoletti, Marco Paoliello, Luca Luceri, Tiziano Leidi, Achille Peternier, Silvia Giordano
Special Sessions in the Advances in Information Systems and Technologies …, 2021
Smart quality control powered by machine learning algorithms
Niko Bonomi, Felipe Cardoso, Matteo Confalonieri, Fabio Daniele, Andrea Ferrario, Michele Foletti, Silvia Giordano, Luca Luceri, Paolo Pedrazzoli
2021 IEEE 17th International Conference on Automation Science and …, 2021
Down the bot hole: Actionable insights from a one-year analysis of bot activity on Twitter
Luca Luceri, Felipe Cardoso, Silvia Giordano
First Monday, 2021
A System for Real-Time Emotion Recognition in Smart Cities
Davide Andreoletti, Felipe Cardoso, Andrea Arzillo, Luca Luceri, Achille Peternier, Silvia Giordano
The Virtual Emotion Loop: Towards Emotion-Driven Product Design via Virtual Reality
Davide Andreoletti, Luca Luceri, Achille Peternier, Tiziano Leidi, Silvia Giordano
Proceedings of the 2021 Federated Conference on Computer Science and …, 2021
Astronomical image processing at scale with pegasus and montage
G Bruce Berriman, John C Good, Ewa Deelman, Ryan Tanaka, Karan Vahi
arXiv preprint arXiv:2111.11624, 2021
Root cause analysis of data integrity errors in networked systems with incomplete information
Yufeng Xin, Shih-Wen Fu, Anirban Mandal, Ilya Baldin, Ryan Tanaka, Mats Rynge, Karan Vahi, Ewa Deelman, Ishan Abhinit, Welch Von
2021 International Conference on Information and Communication Technology …, 2021
A case study in scientific reproducibility from the event horizon telescope (EHT)
Ross Ketron, Jacob Leonard, Brandan Roachell, Ria Patel, R White, Silvina Caíno-Lores, Nigel Tan, P Miles, Karan Vahi, Ewa Deelman, D Brown, Michela Taufer
2021 IEEE 17th International Conference on eScience (eScience), 249-250, 2021
Serverless containers–rising viable approach to scientific workflows
Krzysztof Burkat, Maciej Pawlik, Bartosz Balis, Maciej Malawski, Karan Vahi, Mats Rynge, Rafael Ferreira da Silva, Ewa Deelman
2021 IEEE 17th International Conference on eScience (eScience), 40-49, 2021
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development
Rafael Ferreira da Silva, Henri Casanova, Kyle Chard, Tainã Coleman, Dan Laney, Dong Ahn, Shantenu Jha, Dorran Howell, Stian Soiland-Reys, Ilkay Altintas, Douglas Thain, Rosa Filgueira, Yadu Babuji, Rosa M Badia, Bartosz Balis, Silvina Caino-Lores, Scott Callaghan, Frederik Coppens, Michael R Crusoe, Kaushik De, Frank Di Natale, Tu Do, Bjoern Enders, Thomas Fahringer, Anne Fouilloux, Grigori Fursin, Alban Gaignard, Alex Ganose, Daniel Garijo, Sandra Gesing, Carole Goble, Adil Hasan, Sebastiaan Huber, Daniel S Katz, Ulf Leser, Douglas Lowe, Bertram Ludaescher, Ketan Maheshwari, Maciej Malawski, Rajiv Mayani, Kshitij Mehta, Andre Merzky, Todd Munson, Jonathan Ozik, Loïc Pottier, Sashko Ristov, Mehdi Roozmeh, Renan Souza, Frédéric Suter, Benjamin Tovar, Matteo Turilli, Karan Vahi, Alvaro Vidal-Torreira, Wendy Whitcup, Michael Wilde, Alan Williams, Matthew Wolf, Justin Wozniak
arXiv e-prints, arXiv: 2106.05177, 2021
Optimization of large-scale agent-based simulations through automated abstraction and simplification
Alexey Tregubov, Jim Blythe
Multi-Agent-Based Simulation XXI: 21st International Workshop, MABS 2020 …, 2021