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Daniel A. Keim

Active 1991–2026

621
Papers
29,162
Citations
75
h-index
311
i10-index

Citations

Citations per year for Daniel A. Keim1949: 1 citations1978: 2 citations1986: 3 citations1987: 3 citations1989: 3 citations1992: 2 citations1993: 16 citations1994: 13 citations1995: 39 citations1996: 48 citations1997: 62 citations1998: 144 citations1999: 170 citations2000: 191 citations2001: 271 citations2002: 319 citations2003: 410 citations2004: 424 citations2005: 450 citations2006: 493 citations2007: 531 citations2008: 529 citations2009: 642 citations2010: 646 citations2011: 722 citations2012: 751 citations2013: 928 citations2014: 933 citations2015: 970 citations2016: 1,049 citations2017: 1,032 citations2018: 1,132 citations2019: 1,233 citations2020: 1,200 citations2021: 1,207 citations2022: 975 citations2023: 779 citations2024: 810 citations2025: 654 citations2026: 222 citations1950–1977: no citations, so these years are not shown1979–1985: no citations, so these years are not shown1988: no citations, so this year is not shown1990–1991: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 3,765 citing papers, 21% of this breakdownGermany: 2,164 citing papers, 12% of this breakdownChina: 1,823 citing papers, 10.1% of this breakdownUnited Kingdom: 874 citing papers, 4.9% of this breakdownCanada: 695 citing papers, 3.9% of this breakdownFrance: 628 citing papers, 3.5% of this breakdownAustralia: 561 citing papers, 3.1% of this breakdownItaly: 547 citing papers, 3% of this breakdownAustria: 541 citing papers, 3% of this breakdownBrazil: 404 citing papers, 2.3% of this breakdownNetherlands: 386 citing papers, 2.2% of this breakdownSpain: 382 citing papers, 2.1% of this breakdown
0%21%Other 28.9%

Institutions

Fields

  • Computer Science76.8%
  • Engineering5.1%
  • Social Sciences4.6%
  • Biochemistry, Genetics and Molecular Biology2.2%
  • Physics and Astronomy1.6%
  • Medicine1.5%
  • Other8.2%

Topics

  • Data Visualization and Analytics12.4%
  • Data Management and Algorithms7.7%
  • Advanced Image and Video Retrieval Techniques3.3%
  • Image Retrieval and Classification Techniques3.1%
  • Video Analysis and Summarization3.1%
  • Time Series Analysis and Forecasting2.6%
  • Other67.8%

Coauthors

All papers

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  1. On the Surprising Behavior of Distance Metrics in High Dimensional Spaces

    Authors: Charu C. Aggarwal, Alexander Hinneburg, Daniel A. Keim - Lecture notes in computer science, ICDT 2001 cited by 2,058

  2. Visual Analytics: Definition, Process, and Challenges

    Authors: Daniel A. Keim, Gennady L. Andrienko, Jean-Daniel Fekete, Carsten Görg, Jörn Kohlhammer, Guy Melançon - Lecture notes in computer science, Information Visualization 2008 cited by 1,050

  3. Knowledge Generation Model for Visual Analytics

    Authors: Dominik Sacha, Andreas Stoffel, Florian Stoffel, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2014 cited by 388

  4. The Role of Uncertainty, Awareness, and Trust in Visual Analytics

    Authors: Dominik Sacha, Hansi Senaratne, Bum Chul Kwon, Geoffrey P. Ellis, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2006 cited by 268

  5. Immersive Analytics with Abstract 3D Visualizations: A Survey

    Authors: Matthias Kraus, Johannes Fuchs, Björn Sommer, Karsten Klein, Ulrich Engelke, Daniel A. Keim, Falk Schreiber - Computer Graphics Forum, Comput. Graph. Forum 2021 cited by 87

  6. Bring It to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis

    Authors: Manuel Stein, Halldor Janetzko, Andreas Lamprecht, Thorsten Breitkreutz, Philipp Zimmermann, Bastian Goldlücke, Tobias Schreck, Gennady L. Andrienko, Michael Grossniklaus, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2017 cited by 169

  7. Information Visualization and Visual Data Mining

    Authors: Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2002 cited by 1,635

  8. A Survey of Human-Centered Evaluations in Human-Centered Machine Learning

    Authors: Fabian Sperrle, Mennatallah El-Assady, Grace Guo, Rita Borgo, Duen Horng Chau, Alex Endert, Daniel A. Keim - Computer Graphics Forum, Comput. Graph. Forum 2021 cited by 74

  9. Quality Metrics for Information Visualization

    Authors: Michael Behrisch, Michael Blumenschein, Nam Wook Kim, Lin Shao, Mennatallah El-Assady, Johannes Fuchs, Daniel Seebacher, Alexandra Diehl, Ulrik Brandes, Hanspeter Pfister, Tobias Schreck, Daniel Weiskopf, Daniel A. Keim - Computer Graphics Forum, Comput. Graph. Forum 2018 cited by 141

  10. VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning

    Authors: Dominik Sacha, Matthias Kraus, Daniel A. Keim, Min Chen - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2018 cited by 133

  11. What you see is what you can change: Human-centered machine learning by interactive visualization

    Authors: Dominik Sacha, Michael Sedlmair, Leishi Zhang, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim - Neurocomputing 2017 cited by 166

  12. A Systematic Review of Experimental Studies on Data Glyphs

    Authors: Johannes Fuchs, Petra Isenberg, Anastasia Bezerianos, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2016 cited by 113

  13. Bridging Text Visualization and Mining: A Task-Driven Survey

    Authors: Shixia Liu, Xiting Wang, Christopher Collins, Wenwen Dou, Fang-Xin Ou-Yang, Mennatallah El-Assady, Liu Jiang, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2018 cited by 109

  14. The Value of Immersive Visualization

    Authors: Matthias Kraus, Karsten Klein, Johannes Fuchs, Daniel A. Keim, Falk Schreiber, Michael Sedlmair, Theresa-Marie Rhyne - IEEE Computer Graphics and Applications 2021 cited by 58

  15. The Role of Interactive Visualization in Fostering Trust in AI

    Authors: Emma Beauxis-Aussalet, Michael Behrisch, Rita Borgo, Duen Horng Chau, Christopher Collins, David S. Ebert, Mennatallah El-Assady, Alex Endert, Daniel A. Keim, Jörn Kohlhammer, Daniela Oelke, Jaakko Peltonen, Maria Riveiro, Tobias Schreck, Hendrik Strobelt, Jarke J. van Wijk, Theresa-Marie Rhyne - IEEE Computer Graphics and Applications 2021 cited by 40

  16. Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

    Authors: Dominik Sacha, Leishi Zhang, Michael Sedlmair, John Aldo Lee, Jaakko Peltonen, Daniel Weiskopf, Stephen C. North, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2016 cited by 238

  17. The Impact of Immersion on Cluster Identification Tasks

    Authors: Matthias Kraus, Niklas Weiler, Daniela Oelke, Johannes Kehrer, Daniel A. Keim, Johannes Fuchs - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2019 cited by 79

  18. Visual Analytics: Scope and Challenges

    Authors: Daniel A. Keim, Florian Mansmann, Jörn Schneidewind, James J. Thomas, Hartmut Ziegler - Lecture notes in computer science, Visual Data Mining 2008 cited by 515

  19. TS-MULE: Local Interpretable Model-Agnostic Explanations for Time Series Forecast Models

    Authors: Udo Schlegel, Duy Lam Vo, Daniel A. Keim, Daniel Seebacher - Communications in computer and information science, PKDD/ECML Workshops (1) 2021 cited by 37

  20. Quality Metrics in High-Dimensional Data Visualization: An Overview and Systematization

    Authors: Enrico Bertini, Andrada Tatu, Daniel A. Keim - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2011 cited by 257

  21. Visual Analytics for Topic Model Optimization based on User-Steerable Speculative Execution

    Authors: Mennatallah El-Assady, Fabian Sperrle, Oliver Deussen, Daniel A. Keim, Christopher Collins - IEEE Transactions on Visualization and Computer Graphics, IEEE Trans. Vis. Comput. Graph. 2018 cited by 61

  22. Assessing 2D and 3D Heatmaps for Comparative Analysis: An Empirical Study

    Authors: Matthias Kraus, Katrin Angerbauer, Juri Buchmüller, Daniel Schweitzer, Daniel A. Keim, Michael Sedlmair, Johannes Fuchs - CHI Conference on Human Factors in Computing Systems 2020 cited by 46

  23. Co-adaptive visual data analysis and guidance processes

    Authors: Fabian Sperrle, Astrik Jeitler, Jürgen Bernard, Daniel A. Keim, Mennatallah El-Assady - Computers & Graphics, Comput. Graph. 2021 cited by 30

  24. Learning Contextualized User Preferences for Co-Adaptive Guidance in Mixed-Initiative Topic Model Refinement

    Authors: Fabian Sperrle, Hanna Schäfer, Daniel A. Keim, Mennatallah El-Assady - Computer Graphics Forum, Comput. Graph. Forum 2021 cited by 21