Adam Perer

According to our database1, Adam Perer authored at least 79 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Dead or Alive: Continuous Data Profiling for Interactive Data Science.
IEEE Trans. Vis. Comput. Graph., January, 2024

2023
Evaluating the Impact of Human Explanation Strategies on Human-AI Visual Decision-Making.
Proc. ACM Hum. Comput. Interact., April, 2023

Improving Human-AI Collaboration With Descriptions of AI Behavior.
Proc. ACM Hum. Comput. Interact., April, 2023

What Did My AI Learn? How Data Scientists Make Sense of Model Behavior.
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

The Impact of Imperfect XAI on Human-AI Decision-Making.
CoRR, 2023

Combining Degree of Interest Functions and Progressive Visualization.
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

Zeno: An Interactive Framework for Behavioral Evaluation of Machine Learning.
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

Leveraging Analysis History for Improved In Situ Visualization Recommendation.
Comput. Graph. Forum, 2022

Visualization in Data Science VDS @ KDD 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

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions.
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
Discovering and Validating AI Errors With Crowdsourced Failure Reports.
Proc. ACM Hum. Comput. Interact., 2021

Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment.
CoRR, 2021

TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

VDS'21: Visualization in Data Science.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Diachronic Analysis of the Evolution of COVID-19 Scientific Literature.
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

Regularizing Black-box Models for Improved Interpretability.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Visualization for Data Scientists: How specific is it?
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
Seq2seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models.
IEEE Trans. Vis. Comput. Graph., 2019

Visualization in Data Science.
IEEE Computer Graphics and Applications, 2019

The Human User in Progressive Visual Analytics.
Proceedings of the 21st Eurographics Conference on Visualization, 2019

SearchLens: composing and capturing complex user interests for exploratory search.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

2018
Clustervision: Visual Supervision of Unsupervised Clustering.
IEEE Trans. Vis. Comput. Graph., 2018

Debugging Sequence-to-Sequence Models with Seq2Seq-Vis.
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
Supporting Iterative Cohort Construction with Visual Temporal Queries.
IEEE Trans. Vis. Comput. Graph., 2016

Using Visual Analytics to Interpret Predictive Machine Learning Models.
CoRR, 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

Workshop on Visual Analytics in Healthcare.
Proceedings of the AMIA 2016, 2016

2015
Mining and exploring care pathways from electronic medical records with visual analytics.
J. Biomed. Informatics, 2015

Iterative cohort analysis and exploration.
Inf. Vis., 2015

Synthesizing Analytic Evidence to Refine Care Pathways.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

Towards Cognitive Automation of Data Science.
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

Care Pathway Workbench: Evidence Harmonization from Guideline and Data.
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
The Longitudinal Use of SaNDVis: Visual Social Network Analytics in the Enterprise.
IEEE Trans. Vis. Comput. Graph., 2013

Data-driven exploration of care plans for patients.
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
SaNDVis: visual social network analytics for the enterprise.
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

Visual Analytics in Healthcare.
Proceedings of the AMIA 2012, 2012

2011
Summaries: A special issue on Evaluation for Information Visualization.
Inf. Vis., 2011

Visual social network analytics for relationship discovery in the enterprise.
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

Do you want to know?: recommending strangers in the enterprise.
Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

Guess who?: enriching the social graph through a crowdsourcing game.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Same places, same things, same people?: mining user similarity on social media.
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

Analyzing (social media) networks with NodeXL.
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

Using SocialAction to uncover structure in social networks over time.
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
Balancing Systematic and Flexible Exploration of Social Networks.
IEEE Trans. Vis. Comput. Graph., 2006

Using rhythms of relationships to understand e-mail archives.
J. Assoc. Inf. Sci. Technol., 2006

Making sense of social networks.
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
Icon Abacus and Ghost Icons.
Bull. IEEE Tech. Comm. Digit. Libr., 2005

Icon abacus: positional display of document attributes.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2005


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