Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis. - Mahsan Nourani; Donald R. Honeycutt; Jeremy E. Block; Chiradeep Roy; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (CHI Extended Abstracts, 2020)

Soliciting Human-in-the-Loop User Feedback for Interactive Machine Learning Reduces User Trust and Impressions of Model Accuracy. - Donald R. Honeycutt; Mahsan Nourani; Eric D. Ragan (HCOMP, 2020)

Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems. - Mahsan Nourani; Chiradeep Roy; Jeremy E. Block; Donald R. Honeycutt; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (IUI, 2021)

DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification. - Mahsan Nourani; Chiradeep Roy; Donald R. Honeycutt; Eric D. Ragan; Vibhav Gogate (IEEE Computer Graphics and Applications, 2022)

On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications. - Mahsan Nourani; Chiradeep Roy; Jeremy E. Block; Donald R. Honeycutt; Tahrima Rahman; Eric D. Ragan; Vibhav Gogate (ACM Trans. Interact. Intell. Syst., 2022)

From Data Dump to Digestible Chunks: Automated Segmentation and Summarization of Provenance Logs for Communication. - Jeremy E. Block; Donald R. Honeycutt; Brett Benda; Benjamin Rheault; Eric D. Ragan (CoRR, 2024)