Adam Perer
Carnegie Mellon University
H-index: 39
North America-United States
Top articles of Adam Perer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Impact of Imperfect XAI on Human-AI Decision-Making | Proceedings of the ACM on Human-Computer Interaction (CSCW 2024) | Katelyn Morrison Philipp Spitzer Violet Turri Michelle Feng Niklas Kühl | 2024 |
How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models | arXiv preprint arXiv:2404.07148 | Unnseo Park Venkatesh Sivaraman Adam Perer | 2024/4/10 |
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit | arXiv preprint arXiv:2402.13437 | Nur Yildirim Susanna Zlotnikov Deniz Sayar Jeremy M Kahn Leigh A Bukowski | 2024/2/21 |
Trust Junk and Evil Knobs: Calibrating Trust in AI Visualization | Rita Borgo Peta Masters Emily Wall Laura Matzen Mennatallah El-Assady | 2024 | |
Patient and provider perspectives on symptom monitoring during outpatient chemotherapy: Interview study | JMIR Formative Research | Leeann Chen Christianna Bartel Xinlu Cai Yanghuidi Cheng Adam Perer | 2023/4/17 |
Combining Degree of Interest Functions and Progressive Visualization | Marius Hogräfer Dominik Moritz Adam Perer Hans-Jörg Schulz | 2023/10/21 | |
Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making | Proceedings of the ACM on Human-Computer Interaction | Katelyn Morrison Donghoon Shin Kenneth Holstein Adam Perer | 2023/4/16 |
Sentiment analysis based event scheduling | 2023/10/12 | ||
Improving human-AI collaboration with descriptions of AI behavior | Proceedings of the ACM on Human-Computer Interaction | Ángel Alexander Cabrera Adam Perer Jason I Hong | 2023/4/16 |
Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game with a Purpose | Proceedings of the ACM on Human-Computer Interaction | Katelyn Morrison Mayank Jain Jessica Hammer Adam Perer | 2023/10/4 |
What did my AI learn? How data scientists make sense of model behavior | ACM Transactions on Computer-Human Interaction | Ángel Alexander Cabrera Marco Tulio Ribeiro Bongshin Lee Robert Deline Adam Perer | 2023/3/7 |
Zeno: An interactive framework for behavioral evaluation of machine learning | Ángel Alexander Cabrera Erica Fu Donald Bertucci Kenneth Holstein Ameet Talwalkar | 2023/4/19 | |
Dead or alive: Continuous data profiling for interactive data science | IEEE Transactions on Visualization and Computer Graphics | Will Epperson Vaishnavi Gorantla Dominik Moritz Adam Perer | 2023/10/30 |
Shared interest... sometimes: Understanding the alignment between human perception, vision architectures, and saliency map techniques | Katelyn Morrison Ankita Mehra Adam Perer | 2023 | |
Ignore, trust, or negotiate: Understanding clinician acceptance of AI-based treatment recommendations in health care | Venkatesh Sivaraman Leigh A Bukowski Joel Levin Jeremy M Kahn Adam Perer | 2023/4/19 | |
IEEE Transactions on Visualization and Computer Graphics | Tamara Munzner John Stasko Jarke J van Wijk Alexander Lex Adam Perer | 2023/10/22 | |
Interactive treatment pathway interface for guiding diagnosis or treatment of a medical condition | 2022/3/3 | ||
Extended Analysis of" How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions" | arXiv preprint arXiv:2204.13872 | Logan Stapleton Hao-Fei Cheng Anna Kawakami Venkatesh Sivaraman Yanghuidi Cheng | 2022/4/29 |
An interactive interpretability system for breast cancer screening with deep learning | arXiv preprint arXiv:2210.08979 | Yuzhe Lu Adam Perer | 2022/9/30 |
How child welfare workers reduce racial disparities in algorithmic decisions | Hao-Fei Cheng Logan Stapleton Anna Kawakami Venkatesh Sivaraman Yanghuidi Cheng | 2022/4/27 |
Co-Authors
