Publications

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

2023

Reproducibility as a Stepping Stone to Intelligent Assistants for Data Analysis: Recreating a Study of Physical Activity, Sleep, and Work Shift in Nurses

Detravious Jamari Brinkley, Emmanuel Johnson, Tiantian Feng, Yolanda Gil
Companion Proceedings of the 28th International Conference on Intelligent …,  2023

Cyberinfrastructure for collecting and integrating geology field data: Community priorities and research agenda

Matty Mookerjee, Marjorie A Chan, Yolanda Gil, Gurman Gill, Charles Goodwin, Terry L Pavlis, Thomas F Shipley, Taylor Swain, Basil Tikoff, Daniel Vieira

Towards Reflection Competencies in Intelligent Systems for Science

Yolanda Gil
Artificial Intelligence for Science: A Deep Learning Revolution, 693-705,  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

2022

NSF-BSF: Fast Quantum Optimal Control on Exponentially Large Spaces

Amir Kalev, Itay Hen
NSF Award 22 (2210374), 10374,  2022

SII-NRDZ: STRATA-STudy of INL for RAdio naTional fAcility

Erik Kline, Samuel Z Edwards
NSF Award 22 (2232390), 32390,  2022

Track 2: Customized Multi-tier Assistance, Training, and Computational Help (MATCH) for End User ACCESS to CI

Shelley L Knuth, James N Griffioen, David E Hudak, Ewa Deelman, John Goodhue
NSF Award 21 (2138286), 38286,  2022

SCH: Detecting and mapping stress patterns across space and time: Multimodal modeling of individuals in real-world physical and social work environments

Shawn C Roll, Shrikanth S Narayanan, Burcin Becerik-Gerber, Gale Lucas
NSF Award 22 (2204942), 4942,  2022

Electronic Raman scattering calibration for quantitative surface-enhanced Raman spectroscopy and improved biostatistical analysis

Wonil Nam, Yuming Zhao, Xiang Ren, Masoud Agah, Inyoung Kim, Wei Zhou
Biomedical Spectroscopy, Microscopy, and Imaging II 12144, 19-23,  2022

Robust Representation Learning for Group Shifts and Adversarial Examples

Ming-Chang Chiu, Xuezhe Ma
NeurIPS ML Safety Workshop,  2022

Design and Qualification of a Lightweight Payload Module Optimized for Payload and AIT Flexibility

Nima Jafarzadeh Aghdam, David A Barnhart, Christopher Zeis, Pouya Haschemi, Daria Stepanova, Thomas A Schervan, Kai-Uwe Schröder, Dennis R Wingo, Shahrokh Khodabakhshi
72. International Astronautical Congress,  2022

The moral foundations reddit corpus

Jackson Trager, Alireza S Ziabari, Aida Mostafazadeh Davani, Preni Golazizian, Farzan Karimi-Malekabadi, Ali Omrani, Zhihe Li, Brendan Kennedy, Georgios Chochlakis, Nils Karl Reimer, Melissa Reyes, Kelsey Cheng, Mellow Wei, Christina Merrifield, Arta Khosravi, Evans Alvarez, Morteza Dehghani
arXiv preprint arXiv:2208.05545,  2022

Characterizing online engagement with disinformation and conspiracies in the 2020 US presidential election

Karishma Sharma, Emilio Ferrara, Yan Liu
Proceedings of the international AAAI conference on web and social media 16 …,  2022

Construction of large-scale misinformation labeled datasets from social media discourse using label refinement

Karishma Sharma, Emilio Ferrara, Yan Liu
Proceedings of the ACM Web Conference 2022, 3755-3764,  2022

Human heart anoxia and reperfusion tissue (HEART) model for the rapid study of exosome bound miRNA expression as biomarkers for myocardial infarction (small 28/2022)

Bradley W Ellis, George Ronan, Xiang Ren, Gokhan Bahcecioglu, Satyajyoti Senapati, David Anderson, Eileen Handberg, Keith L March, Hsueh‐Chia Chang, Pinar Zorlutuna
Small 18 (28), 2270151,  2022

On Continual Model Refinement in Out-of-Distribution Data Streams

Bill Yuchen Lin, Sida Wang, Xi Victoria Lin, Robin Jia, Lin Xiao, Xiang Ren, Wen-tau Yih
arXiv preprint arXiv:2205.02014,  2022

Research gaps and opportunities in precision nutrition: an NIH workshop report

Bruce Y Lee, José M Ordovás, Elizabeth J Parks, Cheryl AM Anderson, Albert-László Barabási, Steven K Clinton, Kayla de la Haye, Valerie B Duffy, Paul W Franks, Elizabeth M Ginexi, Kristian J Hammond, Erin C Hanlon, Michael Hittle, Emily Ho, Abigail L Horn, Richard S Isaacson, Patricia L Mabry, Susan Malone, Corby K Martin, Josiemer Mattei, Simin Nikbin Meydani, Lorene M Nelson, Marian L Neuhouser, Brendan Parent, Nicolaas P Pronk, Helen M Roche, Suchi Saria, Frank AJL Scheer, Eran Segal, Mary Ann Sevick, Tim D Spector, Linda Van Horn, Krista A Varady, Venkata Saroja Voruganti, Marie F Martinez
The American journal of clinical nutrition 116 (6), 1877-1900,  2022

Sharing begins at home

William Dempsey, Ian Foster, Scott Fraser, Carl Kesselman
arXiv preprint arXiv:2201.06564,  2022