Adam Perer
Orcid: 0000-0002-8369-3847
According to our database1,
Adam Perer
authored at least 87 papers
between 2005 and 2025.
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Bibliography
2025
2024
IEEE Trans. Medical Imaging, October, 2024
IEEE Trans. Vis. Comput. Graph., January, 2024
Proc. ACM Hum. Comput. Interact., 2024
How Consistent are Clinicians? Evaluating the Predictability of Sepsis Disease Progression with Dynamics Models.
CoRR, 2024
Proceedings of the IEEE Visualization and Visual Analytics, 2024
Proceedings of the IEEE Visualization and Visual Analytics, 2024
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024
Transparency in the Wild: Navigating Transparency in a Deployed AI System to Broaden Need-Finding Approaches.
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024
Sketching AI Concepts with Capabilities and Examples: AI Innovation in the Intensive Care Unit.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024
2023
Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making.
Proc. ACM Hum. Comput. Interact., April, 2023
Proc. ACM Hum. Comput. Interact., April, 2023
ACM Trans. Comput. Hum. Interact., February, 2023
Eye into AI: Evaluating the Interpretability of Explainable AI Techniques through a Game with a Purpose.
Proc. ACM Hum. Comput. Interact., 2023
Proceedings of the 2023 IEEE Visualization and Visual Analytics (VIS), 2023
Shared Interest...Sometimes: Understanding the Alignment between Human Perception, Vision Architectures, and Saliency Map Techniques.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Ignore, Trust, or Negotiate: Understanding Clinician Acceptance of AI-Based Treatment Recommendations in Health Care.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
2022
An Interactive Interpretability System for Breast Cancer Screening with Deep Learning.
CoRR, 2022
Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".
CoRR, 2022
"Public(s)-in-the-Loop": Facilitating Deliberation of Algorithmic Decisions in Contentious Public Policy Domains.
CoRR, 2022
Comput. Graph. Forum, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.
Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022
2021
Proc. ACM Hum. Comput. Interact., 2021
Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment.
CoRR, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Ablate, Variate, and Contemplate: Visual Analytics for Discovering Neural Architectures.
IEEE Trans. Vis. Comput. Graph., 2020
Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance.
Proc. ACM Hum. Comput. Interact., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 41st Annual Conference of the European Association for Computer Graphics, 2020
Getting Playful with Explainable AI: Games with a Purpose to Improve Human Understanding of AI.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020
2019
IEEE Trans. Vis. Comput. Graph., 2019
Proceedings of the 21st Eurographics Conference on Visualization, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
2018
IEEE Trans. Vis. Comput. Graph., 2018
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018
2017
Coping with Volume and Variety in Temporal Event Sequences: Strategies for Sharpening Analytic Focus.
IEEE Trans. Vis. Comput. Graph., 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
Interacting with Predictions: Visual Inspection of Black-box Machine Learning Models.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Mining and exploring care pathways from electronic medical records with visual analytics.
J. Biomed. Informatics, 2015
Proceedings of the Digital Healthcare Empowering Europeans, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics.
IEEE Trans. Vis. Comput. Graph., 2014
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2014
A methodology for interactive mining and visual analysis of clinical event patterns using electronic health record data.
J. Biomed. Informatics, 2014
Predicting changes in hypertension control using electronic health records from a chronic disease management program.
J. Am. Medical Informatics Assoc., 2014
Orion: A system for modeling, transformation and visualization of multidimensional heterogeneous networks.
Inf. Vis., 2014
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014
Frequence: interactive mining and visualization of temporal frequent event sequences.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014
2013
IEEE Trans. Vis. Comput. Graph., 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Proceedings of the CSCW '12 Computer Supported Cooperative Work, Seattle, WA, USA, February 11-15, 2012, 2012
Diversity among enterprise online communities: collaborating, teaming, and innovating through social media.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
MatrixFlow: Temporal Network Visual Analytics to Track Symptom Evolution during Disease Progression.
Proceedings of the AMIA 2012, 2012
2011
Inf. Vis., 2011
Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011
Unearthing People from the SaND: Relationship Discovery with Social Media in the Enterprise.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Digital Traces of Interest: Deriving Interest Relationships from Social Media Interactions.
Proceedings of the Twelfth European Conference on Computer Supported Cooperative Work, 2011
Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011
2010
Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work, 2010
BELIV'10: beyond time and errors novel evaluation methods for information visualization.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Finding Beautiful Insights in the Chaos of Social Network Visualization.
Proceedings of the Beautiful Visualization - Looking at Data Through the Eyes of Experts., 2010
2009
"Search, Show Context, Expand on Demand": Supporting Large Graph Exploration with Degree-of-Interest.
IEEE Trans. Vis. Comput. Graph., 2009
Integrating Statistics and Visualization for Exploratory Power: From Long-Term Case Studies to Design Guidelines.
IEEE Computer Graphics and Applications, 2009
Proceedings of the Fourth International Conference on Communities and Technologies, 2009
2008
Systematic yet flexible discovery: guiding domain experts through exploratory data analysis.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008
Integrating statistics and visualization: case studies of gaining clarity during exploratory data analysis.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
BELIV'08: Beyond time and errors: novel evaluation methods for information visualization.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008
2006
IEEE Trans. Vis. Comput. Graph., 2006
J. Assoc. Inf. Sci. Technol., 2006
Proceedings of the Extended Abstracts Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006
Contrasting portraits of email practices: visual approaches to reflection and analysis.
Proceedings of the working conference on Advanced visual interfaces, 2006
2005
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005