Data Science in Service of Performing Arts: Applying Machine Learning to Predicting Audience Preferences. - Jacob D. Abernethy; Cyrus Anderson; Alex Chojnacki; Chengyu Dai; John Dryden; Eric M. Schwartz; Wenbo Shen; Jonathan C. Stroud; Laura Wendlandt; Sheng Yang; Daniel T. Zhang (CoRR, 2016)

Flint Water Crisis: Data-Driven Risk Assessment Via Residential Water Testing. - Jacob D. Abernethy; Cyrus Anderson; Chengyu Dai; Arya Farahi; Linh Nguyen; Adam Rauh; Eric M. Schwartz; Wenbo Shen; Guangsha Shi; Jonathan C. Stroud; Xinyu Tan; Jared Webb; et al. (CoRR, 2016)

Temporal Action Localization by Structured Maximal Sums. - Ze-Huan Yuan; Jonathan C. Stroud; Tong Lu; Jia Deng 001 (CVPR, 2017)

The Michigan Data Science Team: A Data Science Education Program with Significant Social Impact. - Arya Farahi; Jonathan C. Stroud (DSW, 2018)

Compositional Temporal Visual Grounding of Natural Language Event Descriptions. - Jonathan C. Stroud; Ryan McCaffrey; Rada Mihalcea; Jia Deng 001; Olga Russakovsky (CoRR, 2019)

LifeQA: A Real-life Dataset for Video Question Answering. - Santiago Castro; Mahmoud Azab; Jonathan C. Stroud; Cristina Noujaim; Ruoyao Wang; Jia Deng 001; Rada Mihalcea (LREC, 2020)

D3D: Distilled 3D Networks for Video Action Recognition. - Jonathan C. Stroud; David A. Ross; Chen Sun 002; Jia Deng 001; Rahul Sukthankar (WACV, 2020)

Learning Video Representations from Textual Web Supervision. - Jonathan C. Stroud; David A. Ross; Chen Sun 002; Jia Deng 001; Rahul Sukthankar; Cordelia Schmid (CoRR, 2020)

Understanding Human Actions in Video. - Jonathan C. Stroud (2020)

Fill-in-the-blank as a Challenging Video Understanding Evaluation Framework. - Santiago Castro; Ruoyao Wang; Pingxuan Huang; Ian Stewart; Nan Liu 010; Jonathan C. Stroud; Rada Mihalcea (CoRR, 2021)

FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework. - Santiago Castro; Ruoyao Wang; Pingxuan Huang; Ian Stewart; Oana Ignat; Nan Liu 010; Jonathan C. Stroud; Rada Mihalcea (ACL (1), 2022)