Published in: Dagstuhl Reports, Volume 12, Issue 8 (2023)
Polo Chau, Alex Endert, Daniel A. Keim, and Daniela Oelke. Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351). In Dagstuhl Reports, Volume 12, Issue 8, pp. 103-116, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2023)
@Article{chau_et_al:DagRep.12.8.103, author = {Chau, Polo and Endert, Alex and Keim, Daniel A. and Oelke, Daniela}, title = {{Interactive Visualization for Fostering Trust in ML (Dagstuhl Seminar 22351)}}, pages = {103--116}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2023}, volume = {12}, number = {8}, editor = {Chau, Polo and Endert, Alex and Keim, Daniel A. and Oelke, Daniela}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.12.8.103}, URN = {urn:nbn:de:0030-drops-177161}, doi = {10.4230/DagRep.12.8.103}, annote = {Keywords: accountability, artificial intelligence, explainability, fairness, interactive visualization, machine learning, responsibility, trust, understandability} }
Published in: Dagstuhl Reports, Volume 10, Issue 4 (2021)
Daniela Oelke, Daniel A. Keim, Polo Chau, and Alex Endert. Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382). In Dagstuhl Reports, Volume 10, Issue 4, pp. 37-42, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2021)
@Article{oelke_et_al:DagRep.10.4.37, author = {Oelke, Daniela and Keim, Daniel A. and Chau, Polo and Endert, Alex}, title = {{Interactive Visualization for Fostering Trust in AI (Dagstuhl Seminar 20382)}}, pages = {37--42}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2021}, volume = {10}, number = {4}, editor = {Oelke, Daniela and Keim, Daniel A. and Chau, Polo and Endert, Alex}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.10.4.37}, URN = {urn:nbn:de:0030-drops-137360}, doi = {10.4230/DagRep.10.4.37}, annote = {Keywords: accountability, artificial intelligence, explainability, fairness, interactive visualization, machine learning, responsibility, trust, understandability} }
Published in: Dagstuhl Reports, Volume 5, Issue 3 (2015)
Daniel A. Keim, Tamara Munzner, Fabrice Rossi, and Michael Verleysen. Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101). In Dagstuhl Reports, Volume 5, Issue 3, pp. 1-27, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2015)
@Article{keim_et_al:DagRep.5.3.1, author = {Keim, Daniel A. and Munzner, Tamara and Rossi, Fabrice and Verleysen, Michael}, title = {{Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101)}}, pages = {1--27}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2015}, volume = {5}, number = {3}, editor = {Keim, Daniel A. and Munzner, Tamara and Rossi, Fabrice and Verleysen, Michael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.5.3.1}, URN = {urn:nbn:de:0030-drops-52665}, doi = {10.4230/DagRep.5.3.1}, annote = {Keywords: Information visualization, Machine learning, Visual data mining, Exploratory data analysis} }
Published in: Dagstuhl Reports, Volume 2, Issue 2 (2012)
Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen, and Stefan Wrobel. Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081). In Dagstuhl Reports, Volume 2, Issue 2, pp. 58-83, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)
@Article{keim_et_al:DagRep.2.2.58, author = {Keim, Daniel A. and Rossi, Fabrice and Seidl, Thomas and Verleysen, Michel and Wrobel, Stefan}, title = {{Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081)}}, pages = {58--83}, journal = {Dagstuhl Reports}, ISSN = {2192-5283}, year = {2012}, volume = {2}, number = {2}, editor = {Keim, Daniel A. and Rossi, Fabrice and Seidl, Thomas and Verleysen, Michel and Wrobel, Stefan}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagRep.2.2.58}, URN = {urn:nbn:de:0030-drops-35064}, doi = {10.4230/DagRep.2.2.58}, annote = {Keywords: Information visualization, visual data mining, machine learning, nonlinear dimensionality reduction, exploratory data analysis} }
Published in: Dagstuhl Seminar Proceedings, Volume 10471, Scalable Visual Analytics (2011)
Daniel A. Keim and Stefan Wrobel. 10471 Abstracts Collection – Scalable Visual Analytics. In Scalable Visual Analytics. Dagstuhl Seminar Proceedings, Volume 10471, pp. 1-16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)
@InProceedings{keim_et_al:DagSemProc.10471.1, author = {Keim, Daniel A. and Wrobel, Stefan}, title = {{10471 Abstracts Collection – Scalable Visual Analytics}}, booktitle = {Scalable Visual Analytics}, pages = {1--16}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2011}, volume = {10471}, editor = {Daniel A. Keim and Stefan Wrobel}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.10471.1}, URN = {urn:nbn:de:0030-drops-29406}, doi = {10.4230/DagSemProc.10471.1}, annote = {Keywords: Visual Analytics, Visualization, Data Analysis, Discovery Science, Information Visualization} }
Published in: Dagstuhl Seminar Proceedings, Volume 10471, Scalable Visual Analytics (2011)
Daniel A. Keim and Stefan Wrobel. 10471 Executive Summary – Scalable Visual Analytics. In Scalable Visual Analytics. Dagstuhl Seminar Proceedings, Volume 10471, pp. 1-5, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)
@InProceedings{keim_et_al:DagSemProc.10471.2, author = {Keim, Daniel A. and Wrobel, Stefan}, title = {{10471 Executive Summary – Scalable Visual Analytics}}, booktitle = {Scalable Visual Analytics}, pages = {1--5}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2011}, volume = {10471}, editor = {Daniel A. Keim and Stefan Wrobel}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.10471.2}, URN = {urn:nbn:de:0030-drops-29393}, doi = {10.4230/DagSemProc.10471.2}, annote = {Keywords: Visual Analytics, Visualization, Data Analysis, Discovery Science, Information Visualization} }
Published in: Dagstuhl Seminar Proceedings, Volume 10471, Scalable Visual Analytics (2011)
Richard Arias-Hernández, L. Kaastra, Tera Marie Green, and Brian D. Fisher. Pair Analytics: Capturing Reasoning Processes in Collaborative Visual Analytics. In Scalable Visual Analytics. Dagstuhl Seminar Proceedings, Volume 10471, pp. 1-10, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2011)
@InProceedings{ariashernandez_et_al:DagSemProc.10471.3, author = {Arias-Hern\'{a}ndez, Richard and Kaastra, L. and Green, Tera Marie and Fisher, Brian D.}, title = {{Pair Analytics: Capturing Reasoning Processes in Collaborative Visual Analytics}}, booktitle = {Scalable Visual Analytics}, pages = {1--10}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2011}, volume = {10471}, editor = {Daniel A. Keim and Stefan Wrobel}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.10471.3}, URN = {urn:nbn:de:0030-drops-29382}, doi = {10.4230/DagSemProc.10471.3}, annote = {Keywords: Pair analytics, qualitative methods} }
Published in: Dagstuhl Follow-Ups, Volume 1, Scientific Visualization: Advanced Concepts (2010)
Joerg Meyer, Jim Thomas, Stephan Diehl, Brian Fisher, and Daniel A. Keim. From Visualization to Visually Enabled Reasoning. In Scientific Visualization: Advanced Concepts. Dagstuhl Follow-Ups, Volume 1, pp. 227-245, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2010)
@InCollection{meyer_et_al:DFU.SciViz.2010.227, author = {Meyer, Joerg and Thomas, Jim and Diehl, Stephan and Fisher, Brian and Keim, Daniel A.}, title = {{From Visualization to Visually Enabled Reasoning}}, booktitle = {Scientific Visualization: Advanced Concepts}, pages = {227--245}, series = {Dagstuhl Follow-Ups}, ISBN = {978-3-939897-19-4}, ISSN = {1868-8977}, year = {2010}, volume = {1}, editor = {Hagen, Hans}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DFU.SciViz.2010.227}, URN = {urn:nbn:de:0030-drops-27078}, doi = {10.4230/DFU.SciViz.2010.227}, annote = {Keywords: Interactive Visualization, Reasoning} }
Published in: Dagstuhl Seminar Proceedings, Volume 9211, Visualization and Monitoring of Network Traffic (2009)
Daniel A. Keim, Aiko Pras, Jürgen Schönwälder, and Pak Chung Wong. 09211 Abstracts Collection – Visualization and Monitoring of Network Traffic. In Visualization and Monitoring of Network Traffic. Dagstuhl Seminar Proceedings, Volume 9211, pp. 1-8, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
@InProceedings{keim_et_al:DagSemProc.09211.1, author = {Keim, Daniel A. and Pras, Aiko and Sch\"{o}nw\"{a}lder, J\"{u}rgen and Wong, Pak Chung}, title = {{09211 Abstracts Collection – Visualization and Monitoring of Network Traffic }}, booktitle = {Visualization and Monitoring of Network Traffic}, pages = {1--8}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9211}, editor = {Daniel A. Keim and Aiko Pras and J\"{u}rgen Sch\"{o}nw\"{a}lder and Pak Chung Wong}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09211.1}, URN = {urn:nbn:de:0030-drops-21586}, doi = {10.4230/DagSemProc.09211.1}, annote = {Keywords: Computer Networks, Internet, Monitoring of Networks and Services, Visualization Animation} }
Published in: Dagstuhl Seminar Proceedings, Volume 9211, Visualization and Monitoring of Network Traffic (2009)
Daniel A. Keim, Aiko Pras, Jürgen Schönwälder, Pak Chung Wong, and Florian Mansmann. 09211 Executive Summary – Visualization and Monitoring of Network Traffic. In Visualization and Monitoring of Network Traffic. Dagstuhl Seminar Proceedings, Volume 9211, pp. 1-4, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
@InProceedings{keim_et_al:DagSemProc.09211.2, author = {Keim, Daniel A. and Pras, Aiko and Sch\"{o}nw\"{a}lder, J\"{u}rgen and Wong, Pak Chung and Mansmann, Florian}, title = {{09211 Executive Summary – Visualization and Monitoring of Network Traffic}}, booktitle = {Visualization and Monitoring of Network Traffic}, pages = {1--4}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9211}, editor = {Daniel A. Keim and Aiko Pras and J\"{u}rgen Sch\"{o}nw\"{a}lder and Pak Chung Wong}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09211.2}, URN = {urn:nbn:de:0030-drops-21574}, doi = {10.4230/DagSemProc.09211.2}, annote = {Keywords: Computer Networks, Internet, Monitoring of Networks and Services, Visualization Animation} }
Published in: Dagstuhl Seminar Proceedings, Volume 9211, Visualization and Monitoring of Network Traffic (2009)
Brian Worden, Claudia Baltes, Inga Scheler, Paul Müller, and Hans Hagen. Accounting system for heterogeneous IP-networks (IPNA) implemented at Kaiserslautern University. In Visualization and Monitoring of Network Traffic. Dagstuhl Seminar Proceedings, Volume 9211, pp. 1-7, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
@InProceedings{worden_et_al:DagSemProc.09211.3, author = {Worden, Brian and Baltes, Claudia and Scheler, Inga and M\"{u}ller, Paul and Hagen, Hans}, title = {{Accounting system for heterogeneous IP-networks (IPNA) implemented at Kaiserslautern University}}, booktitle = {Visualization and Monitoring of Network Traffic}, pages = {1--7}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9211}, editor = {Daniel A. Keim and Aiko Pras and J\"{u}rgen Sch\"{o}nw\"{a}lder and Pak Chung Wong}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09211.3}, URN = {urn:nbn:de:0030-drops-21557}, doi = {10.4230/DagSemProc.09211.3}, annote = {Keywords: Accounting system, IP-network, Communication, informa- tion visualization, online quality control} }
Published in: Dagstuhl Seminar Proceedings, Volume 9211, Visualization and Monitoring of Network Traffic (2009)
Alexandru Telea, Ozan Ersoy, Hessel Hoogendorp, and Dennie Reniers. Comparison of Node-Link and Hierarchical Edge Bundling Layouts: A User Study. In Visualization and Monitoring of Network Traffic. Dagstuhl Seminar Proceedings, Volume 9211, pp. 1-12, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
@InProceedings{telea_et_al:DagSemProc.09211.4, author = {Telea, Alexandru and Ersoy, Ozan and Hoogendorp, Hessel and Reniers, Dennie}, title = {{Comparison of Node-Link and Hierarchical Edge Bundling Layouts: A User Study}}, booktitle = {Visualization and Monitoring of Network Traffic}, pages = {1--12}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9211}, editor = {Daniel A. Keim and Aiko Pras and J\"{u}rgen Sch\"{o}nw\"{a}lder and Pak Chung Wong}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09211.4}, URN = {urn:nbn:de:0030-drops-21542}, doi = {10.4230/DagSemProc.09211.4}, annote = {Keywords: Graph visualization, user studies, software visualization, call graphs} }
Published in: Dagstuhl Seminar Proceedings, Volume 9211, Visualization and Monitoring of Network Traffic (2009)
Mike Sips, Sascha Simon, and John Gerth. Interactive Exploration of the Network Behavior of Personal Machines. In Visualization and Monitoring of Network Traffic. Dagstuhl Seminar Proceedings, Volume 9211, pp. 1-4, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2009)
@InProceedings{sips_et_al:DagSemProc.09211.5, author = {Sips, Mike and Simon, Sascha and Gerth, John}, title = {{Interactive Exploration of the Network Behavior of Personal Machines}}, booktitle = {Visualization and Monitoring of Network Traffic}, pages = {1--4}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2009}, volume = {9211}, editor = {Daniel A. Keim and Aiko Pras and J\"{u}rgen Sch\"{o}nw\"{a}lder and Pak Chung Wong}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.09211.5}, URN = {urn:nbn:de:0030-drops-21565}, doi = {10.4230/DagSemProc.09211.5}, annote = {Keywords: Visualization, Communication Patterns, Data Abstraction, Personal Machines} }
Published in: Dagstuhl Seminar Proceedings, Volume 7291, Scientific Visualization (2008)
David S. Ebert, Hans Hagen, Kenneth I. Joy, and Daniel A. Keim. 07291 Abstracts Collection – Scientific Visualization. In Scientific Visualization. Dagstuhl Seminar Proceedings, Volume 7291, pp. 1-18, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)
@InProceedings{ebert_et_al:DagSemProc.07291.1, author = {Ebert, David S. and Hagen, Hans and Joy, Kenneth I. and Keim, Daniel A.}, title = {{07291 Abstracts Collection – Scientific Visualization}}, booktitle = {Scientific Visualization}, pages = {1--18}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2008}, volume = {7291}, editor = {David S. Ebert and Hans Hagen and Kenneth I. Joy and Daniel A. Keim}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.07291.1}, URN = {urn:nbn:de:0030-drops-14145}, doi = {10.4230/DagSemProc.07291.1}, annote = {Keywords: Markov chains, numerical methods, web information retrieval, performance evaluation, intrusion detection, aggregation-disaggregation methods, graph-oriented decomposition} }
Published in: Dagstuhl Seminar Proceedings, Volume 7291, Scientific Visualization (2008)
David S. Ebert, Hans Hagen, Kenneth I. Joy, and Daniel A. Keim. 07291 Summary – Scientific Visualization. In Scientific Visualization. Dagstuhl Seminar Proceedings, Volume 7291, pp. 1-2, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2008)
@InProceedings{ebert_et_al:DagSemProc.07291.2, author = {Ebert, David S. and Hagen, Hans and Joy, Kenneth I. and Keim, Daniel A.}, title = {{07291 Summary – Scientific Visualization}}, booktitle = {Scientific Visualization}, pages = {1--2}, series = {Dagstuhl Seminar Proceedings (DagSemProc)}, ISSN = {1862-4405}, year = {2008}, volume = {7291}, editor = {David S. Ebert and Hans Hagen and Kenneth I. Joy and Daniel A. Keim}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/DagSemProc.07291.2}, URN = {urn:nbn:de:0030-drops-14132}, doi = {10.4230/DagSemProc.07291.2}, annote = {Keywords: Markov chains, numerical methods, web information retrieval, performance evaluation, intrusion detection, aggregation-disaggregation methods graph-oriented decomposition} }
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