Perer, Adam

Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models

Krause, J., Perer, A., & Ng, K. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems

Data Visualization and AnalyticsExplainable Artificial Intelligence (XAI)

Cited by 390

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support

Kawakami, A., Sivaraman, V., Cheng, H.-F., Stapleton, L., Cheng, Y., Qing, D., Perer, A., Wu, Z. S., Zhu, H., & Holstein, K. (2022) · CHI Conference on Human Factors in Computing Systems

Ethics and Social Impacts of AIInformation Systems Theories and Implementation

Cited by 143

Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care

Sivaraman, V., Bukowski, L. A., Levin, J., Kahn, J. M., & Perer, A. (2023) · Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)

Cited by 141

Improving Human-AI Collaboration With Descriptions of AI Behavior

Cabrera, Á. A., Perer, A., & Hong, J. I. (2023) · Proceedings of the ACM on Human-Computer Interaction

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 87

Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning

Cabrera, Á. A., Fu, E., Bertucci, D., Holstein, K., Talwalkar, A., Hong, J. I., & Perer, A. (2023) · Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 51

Evaluating the impact of human explanation strategies on human-AI visual decision-making

Morrison, K., Shin, D., Holstein, K., & Perer, A. (2023) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 37

Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches

Turri, V., Morrison, K., Robinson, K.-M., Abidi, C., Perer, A., Forlizzi, J., & Dzombak, R. (2024) · The 2024 ACM Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Ethics and Social Impacts of AI

Cited by 10

Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game with a Purpose

Morrison, K., Jain, M., Hammer, J., & Perer, A. (2023) · Proceedings of the ACM on Human-Computer Interaction

Explainable Artificial Intelligence (XAI)Usability and User Interface Design

Cited by 10

Over-Relying on Reliance: Towards Realistic Evaluations of AI-Based Clinical Decision Support

Sivaraman, V., Morrison, K., Epperson, W., & Perer, A. (2025) · arXiv

Artificial Intelligence in Healthcare and EducationElectronic Health Records Systems

Cited by 1