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2018
W. Jentner, R. Sevastjanova, F. Stoffel, D. A. Keim, J. Bernard and M. El-Assady.
Minions, Sheep, and Fruits: Metaphorical Narratives to Explain Artificial Intelligence and Build Trust.
Workshop on Visualization for AI Explainability, to appear, 2018.
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R. Sevastjanova, M. El-Assady, A. Hautli, A.-L. Kalouli, R. Kehlbeck, O. Deussen, D. A. Keim and M. Butt.
Mixed-Initiative Active Learning for Generating Linguistic Insights in Question Classification.
DSIA: Data Systems for Interactive Analysis, to appear, 2018.
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R. Sevastjanova, F. Beck, B. Ell, C. Turkay, R. Henkin, M. Butt, D. A. Keim and M. El-Assady.
Going beyond Visualization: Verbalization as Complementary Medium to Explain Machine Learning Models.
Workshop on Visualization for AI Explainability, to appear, 2018.
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A. Diehl, M. Hundt, J. Häußler, D. Seebacher, S. Chen, C. Nida, D. A. Keim and T. Schreck.
SocialOcean: Visual Analysis and Characterization of Social Media Bubbles.
4th International Symposium on Big Data Visual and Immersive Analytics, to appear, 2018.
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M. El-Assady, F. Sperrle, R. Sevastjanova, M. Sedlmair and D. A. Keim.
LTMA: Layered Topic Matching for the Comparative Exploration, Evaluation, and Refinement of Topic Modeling Results.
4th International Symposium on Big Data Visual and Immersive Analytics, to appear, 2018.
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B. Plüss, F. Sperrle, V. Gold, M. El-Assady, A. Hautli, K. Budzynska and C. Reed.
Augmenting Public Deliberations through Stream Argument Analytics and Visualisations.
Leipzig Symposium on Visualization in Applications, to appear, 2018.
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V. Gold, M. El-Assady and C. Rohrdantz.
Explorative visuelle Textanalyse von politischen Debatten.
Computational Social Science. Die Analyse von Big Data, Nomos, pages 211--234, 2018.
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D. Sacha.
Knowledge Generation in Visual Analytics: Integrating Human and Machine Intelligence for Exploration of Big Data.
2018.
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U. Schlegel, E. Cakmak, J. Buchmüller and D. A. Keim.
G-Rap: interactive text synthesis using recurrent neural network suggestions.
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2018.
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N. Meuschke, C. Gondeck, D. Seebacher, C. Breitinger, D. A. Keim and B. Gipp.
An Adaptive Image-based Plagiarism Detection Approach.
Proceedings of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), DOI: 10. 1145/3197026.3197042, 2018.
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2017
D. Jäckle.
Projections for Visual Analysis of Multivariate Data: Methods for Identification, Interpretation, and Navigation of Patterns.
2017.
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H. Senaratne.
Uncertainty-aware Visual Analytics for Spatio-temporal Data Exploration.
2017.
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U. Hinrichs, M. El-Assady, A. Bradley, S. Forlini and C. Collins.
Risk the Drift! Stretching Disciplinary Boundaries through Critical Collaborations between the Humanities and Visualization.
2nd IEEE VIS Workshop on Visualization for the Digital Humanities as part of the IEEE VIS 2017, 2017.
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M. Behrisch.
Visual Analytic Methods for Exploring Large Amounts of Relational Data with Matrix-based Representations.
2017.
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2016
F. Fischer.
Visual Analytics for Situational Awareness in Cyber Security.
2016.
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M. El-Assady, V. Gold, W. Jentner, M. Butt, K. Holzinger and D. A. Keim.
VisArgue - A Visual Text Analytics Framework for the Study of Deliberative Communication.
Proceedings of The International Conference on the Advances in Computational Analysis of Political Text (PolText2016), University of Zagreb, pages 31--36, 2016.
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M. Butt, G. Heyer, K. Holzinger, C. Kantner, D. A. Keim, J. Kuhn, G. Schaal, A. Blessing, S. Dumm, M. El-Assady, V. Gold, M. Lemke, M. Müller, A. Niekler, M. Overbeck and G. Wiedemann.
Argumentanalyse in digitalen Textkorpora.
Digital Humanities im deutschsprachigen Raum, 2016.
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L. Zhang, C. Rooney, L. Nachmanson, W. Wong, B. C. Kwon, F. Stoffel, M. Hund, N. Qazi, U. Singh and D. A. Keim.
Spherical Similarity Explorer for Comparative Case Analysis.
IS&T Electronic Imaging Conference on Visualization and Data Analysis, DOI: 10.2352/ISSN.2470-1173.2016.1.VDA-496, 2016.
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2015
M. Bayer and M. El-Assady.
Dialogue or Monologues - The Effect of Topic Divergence on Negotiation Results.
European Consortium for Political Research, 2015.
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J. Fuchs.
Glyph Design for Temporal and Multi-Dimensional Data : Design Considerations and Evaluation.
2015.
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S. Mittelstädt.
Methods for Effective Color Encoding and the Compensation of Contrast Effects.
2015.
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S. Simon.
Visual Analysis of RNAseq Data : Discovering Genes in Bacteria.
2015.
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G. Ellis and A. Dix.
Decision Making Under Uncertainty in Visualisation?.
IEEE workshop on Visualization for decision making under uncertainty, 2015.
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A. Dix and G. Ellis.
The Alan Walks Wales Dataset: Quantified self and open data.
Open Data as Open Educational Resources: Case Studies of Emerging Practice, figshare, pages 57-68, DOI: 10.6084/m9.figshare.1590031, 2015.
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M. Hund, M. Behrisch, I. Färber, M. Sedlmair, T. Schreck, T. Seidl and D. A. Keim.
Subspace Nearest Neighbor Search - Problem Statement, Approaches, and Discussion.
Similarity Search and Applications, Springer International Publishing, pages 307-313, DOI: 10.1007/978-3-319-25087-8_29, 2015.
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M. Hund, W. Sturm, T. Schreck, T. Ullrich, D. A. Keim, L. Majnaric and A. Holzinger.
Analysis of Patient Groups and Immunization Results Based on Subspace Clustering.
Brain Informatics and Health, Springer International Publishing, pages 358-368, DOI: 10.1007/978-3-319-23344-4_35, 2015.
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M. Wagner, F. Fischer, R. Luh, A. Haberson, A. Rind, D. A. Keim and W. Aigner.
A Survey of Visualization Systems for Malware Analysis.
Eurographics Conference on Visualization (EuroVis) - STARs, The Eurographics Association, DOI: 10.2312/eurovisstar.20151114, 2015.
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2014
M. Behrisch, L. Shao, B. C. Kwon, T. Schreck, I. Sipiran and D. A. Keim.
Quality Metrics Driven Approach to Visualize Multidimensional Data in Scatterplot Matrix.
Poster Presentation at GI Workshop Big Data Visual Computing – Quantitative Perspectives for Visual Computing, September 22, 2014 Stuttgart, Germany, 2014.
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C. Rohrdantz.
Visual Analytics of Change in Natural Language.
2014.
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2013
M. Chen, J. Heinrich, J. Kennedy, A. Kerren, F. Schreiber, S. Simon, C. Stolte, C. Vehlow, M. Westenberg and B. Wong.
Uncertainty Visualization.
Chapter in Biological Data Visualization (Dagstuhl Seminar 12372). Dagstuhl Reports, Volume 2, Issue 9, Chapter 4.6, pages 154-155. Editors: Carsten Görg and Lawrence Hunter and Jessie Kennedy and Sean O'Donoghue and Jarke J. van Wijk, DOI: 10.4230/DagRep.2.9.131, 2013.
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J. Aerts, J.-F. Fontaine, M. Lappe, R. Machiraju, C. Nielsen, A. Schafferhans, S. Simon, M. O. Ward and J. J. van Wijk.
Sequence Data Visualization.
Chapter in Biological Data Visualization (Dagstuhl Seminar 12372). Dagstuhl Reports, Volume 2, Issue 9, Chapter 4.2, pages 143-148. Editors: Carsten Görg and Lawrence Hunter and Jessie Kennedy and Sean O'Donoghue and Jarke J. van Wijk, DOI: 10.4230/DagRep.2.9.131, 2013.
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A. Tatu.
Visual Analytics of Patterns in High-Dimensional Data.
2013.
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B Li, Y. Lu, A. Godil, T. Schreck, M. Aono, H. Johan and J. Saavedra.
SHREC13 track: Large scale sketch-based 3d shape retrieval.
Eurographics Workshop on 3D Object Retrieval, 2013.
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I. Sipiran, R. Meruane, B. Bustos, T. Schreck, H. Johan, B Li and Y. Lu.
SHREC13 track: Large-scale partial shape retrieval using simulated range images.
Eurographics Workshop on 3D Object Retrieval, 2013.
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H. Senaratne, A. Broering and T. Schreck.
Assessing the credibility of VGI contributors based on metadata and reverse viewshed analysis - An experiment with geotagged Flickr images.
Proceedings of the 16th AGILE International Conference on Geographic Information Science, 2013.
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H. Senaratne, D. Reusser and T. Schreck.
Usability of Uncertainty Visualisation Methods: A Comparison between Different User Groups.
GeoViz Hamburg 2013: Workshop on Interactive Maps that Help People Think, 2013.
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D. Jäckle, H. Bosch, D. Thom, R. Krüger, D. A. Keim and T. Ertl.
Visual Analysis of Social Media Data in Emergency Situations by Aggregating Annotated User Movements.
10th International Conference on Information Systems for Crisis Response and Management (Poster), 2013.
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S. Chen, D. Amid, O. Shir, D. Boaz, L. Limonad, A. Anaby-Tavor and T. Schreck.
SOMMOS - Self-Organizing Maps for multi-objective Pareto frontiers.
Proc. IEEE Pacific Visualization, 2013.
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2012
F. Wanner, A. Weiler and T. Schreck.
Topic Tracker: Shape-based Visualization for Trend and Sentiment Tracking in Twitter.
Published at the 2nd IEEE Workshop on Interactive Visual Text Analytics "Task-Driven Analysis of Social Media" as part of the IEEE VisWeek 2012, October 15th, 2012, Seattle, Washington, USA, 2012.
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S. Simon, D. Oelke, R. Landstorfer, K. Neuhaus and D. A. Keim.
Visual Analysis of RNAseq Data to Detect Overlapping Genes in Bacterial Genomes.
Poster, VIZBI 2012, Heidelberg, Germany, 2012.
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S. Simon, D. Oelke, K. Neuhaus and D. A. Keim.
Visualization of the sensitivity of BLAST to changes in the parameter settings.
Poster at GCB 2012 – German Conference on Bioinformatics 2012, Jena, Germany (Poster), 2012.
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H. Senaratne, L. Gerharz, E. Pebesma and A. Schwering.
Usability of Spatio-Temporal Uncertainty Visualisation Methods.
Proceedings of the 15th AGILE International Conference on Geographic Information Science - Bridging the Geographic Information Sciences, Springer, pages 3-23, DOI: 10.1007/978-3-642-29063-3_1, 2012.
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C. Rohrdantz, M. Krstajic, M. El-Assady and D. A. Keim.
What’s Going On? How Twitter and Online News Can Work in Synergy to Increase Situational Awareness.
Published at the 2nd IEEE Workshop on Interactive Visual Text Analytics ”Task-Driven Analysis of Social Media” as part of the IEEE VisWeek 2012, October 15th, 2012, Seattle, Washington, USA, 2012.
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M. Krstajic, C. Rohrdantz, M. Hund and A. Weiler.
Getting There First: Real-Time Detection of Real-World Incidents on Twitter.
Published at the 2nd IEEE Workshop on Interactive Visual Text Analytics ”Task-Driven Analysis of Social Media” as part of the IEEE VisWeek 2012, October 15th, 2012, Seattle, Washington, USA, 2012.
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E. Biersack, Q. Jacquemart, F. Fischer, J. Fuchs, O. Thonnard, G. Theodoridis, D. Tzovaras and P.-A. Vervier.
Visual analytics for BGP monitoring and prefix hijacking identification.
Special Issue on Computer Network Visualization, IEEE Network Magazine, DOI: 10.1109/MNET.2012.6375891, 2012.
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J. Davey, F. Mansmann, J. Kohlhammer and D. A. Keim.
Visual Analytics: Towards Intelligent Interactive Internet and Security Solutions.
Future Internet - From Technological Promises to Reality, Springer, 2012.
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F. Mansmann, F. Fischer and D. A. Keim.
Dynamic Visual Analytics - Facing the Real-Time Challenge.
Expanding the Frontiers of Visual Analytics and Visualization, Springer, DOI: 10.1007/978-1-4471-2804-5_5, 2012.
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2011
V. Zerlina, B. C. Kwon, S.-H. Kim, K. Yehle, K. Plake, S. Kranz, L. Yahiro and J. S. Yi.
Food For The Heart: Visualizing Nutritional Contents for Food Items for Patients with Coronary Heart Disease.
Workshop on Visual Analytics in Healthcare (VAHC 2011) in conjunction with IEEE VisWeek 2011, IEEE, 2011.
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H. Senaratne and L. Gerharz.
An Assessment and Categorisation of Quantitative Uncertainty Visualisation Methods for Geospatial Data.
Proceedings of the 14th AGILE International Conference on Geographic Information Science (Poster Paper: best poster award), 2011.
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J. Kohlhammer, D. A. Keim, G. Santucci, G. Andrienko and M. Pohl.
Solving Problems with Visual Analytics.
, DOI: 10.1016/j.procs.2011.12.0352011.
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2010
D. Oelke.
Visual Document Analysis: Towards a Semantic Analysis of Large Document Collections.
2010.
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D. A. Keim, D. Oelke and C. Rohrdantz.
Analyzing Document Collections via Context-Aware Term Extraction.
Proceedings of Natural Language Processing and Information Systems (NLDB '09), Springer Berlin / Heidelberg, pages 154-168, DOI: 10.1007/978-3-642-12550-8_13, 2010.
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D. A. Keim, M. Krstajic, P. Bak, D. Oelke and F. Mansmann.
Methods for Interactive Exploration of Large-Scale News Streams.
Web Intelligence and Security, IOS Press, 2010.
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P. Bak, I. Omer and T. Schreck.
Visual Analytics of Urban Environments using High-Resolution Geographic Data.
M. Painho et al. (eds.) Geospatial Thinking, Lecture Notes in Geoinformation and Cartography, Springer Berlin, pages 25-42, DOI: 10.1007/978-3-642-12326-9, 2010.
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2009
F. Wanner, C. Rohrdantz, F. Mansmann, A. Stoffel, D. Oelke, M. Krstajic, D. A. Keim, D. Luo, J. Yang and M. Atkinson.
Large-scale Comparative Sentiment Analysis of News Articles (InfoVis 2009).
2009.
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H. Janetzko, F. Mansmann, P. Bak and D. A. Keim.
Northern Lights Maps: Spatiotemporal Exploration of Mice Movement.
EuroVis2009 (Poster), 2009.
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D. A. Keim, P. Bak and M. Schaefer.
Dense pixel displays.
Encyclopedia of Database Systems, Springer-Verlag, pages 789-795, 2009.
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D. A. Keim, A. Pras, J. Schönwälder, P. C. Wong and F. Mansmann.
Visualization and Monitoring of Network Traffic.
Report on the Dagstuhl Seminar 09211, 2009.
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D. A. Keim, F. Mansmann, A. Stoffel and H. Ziegler.
Visual Analytics.
Encyclopedia of Database Systems, Springer, 2009.
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2008
D. A. Keim, F. Mansmann, D. Oelke and H. Ziegler.
Visual Analytics: Combining Automated Discovery with Interactive Visualizations.
Proceedings of the 11th International Conference on Discovery Science (DS 2008), Springer-Verlag, pages 2-14, 2008.
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D. A. Keim, B. Bustos, S. Berchtold and H.-P. Kriegel.
X-tree.
Encyclopedia of GIS, Springer, 2008.
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D. A. Keim.
Visual Analytics in Europe.
NVAC Views, 2008.
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F. Mansmann.
Visual Analysis of Network Traffic - Interactive Monitoring, Detection, and Interpretation of Security Threats.
2008.
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D. A. Keim, F. Mansmann, J. Schneidewind, J. Thomas and H. Ziegler.
Visual Analytics: Scope and Challenges.
Visual Data Mining: Theory, Techniques and Tools for Visual Analytics, Springer, 2008.
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2007
T. Schreck.
PhD Thesis: Effective Retrieval and Visual Analysis in Multimedia Databases.
2007.
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D. A. Keim and J. Thomas.
Scope and Challenges of Visual Analytics.
Tutorial at IEEE Visualization, 2007.
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J. Schneidewind.
Scalable Visual Analytics: Solutions and Techniques for Business Applications.
2007.
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J. Meyer, J. Thomas, S. Diehl, B. Fisher, D. A. Keim, D. Laidlaw, S. Miksch, K. Mueller, W. Ribarsky, B. Preim and A. Ynnerman.
From Visualization to Visually Enabled Reasoning.
2007.
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2006
H. Janetzko, D. A. Keim, M. Kramis, F. Mansmann and M. Waldvogel.
Interactive Poster: Exploring Block Access Patterns of Native XML Storage.
Conference Compendium of IEEE Symposium on Information Visualization (InfoVis 2006), IEEE, 2006.
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2004
D. A. Keim, C. Panse and M. Sips.
Information Visualization: Scope, Techniques and Opportunities for Geovisualization.
Exploring Geovisualization, Oxford: Elsevier, 2004.
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2003
A. Hinneburg and D. A. Keim.
Visual interaction to solving complex optimization problems.
Data Visualization: The State of the Art, Kluwer, pages 407-422, 2003.
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2002
G. Grinstein, M. Ankerst and D. A. Keim.
Visual Data Mining: Background, Techniques, and Drug Discovery Applications.
Tutorial KDD 2002, 2002.
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G. Grinstein, D. A. Keim and M. O. Ward.
Information Visualization, Visual Data Mining, and Its Application to Drug Design.
Tutorial Visualization 2002, 2002.
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D. A. Keim and M. O. Ward.
Visual Data Mining Techniques.
Intelligent Data Analysis, an Introduction by D. Hand and M. Berthold, Springer, 2002.
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2001
D. A. Keim and M. Ankerst.
Visual Data Mining and Exploration of Large Databases.
Tutorial PKDD 2001, 2001.
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M. Heczko and D. A. Keim.
Wavelets and their Applications in Databases, Tutorial at the 17th International Conference on Data Engineering (ICDE'01).
Tutorial at the 17th International Conference on Data Engineering (ICDE'01), 2001.
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2000
D. A. Keim.
Visual Data Exploration.
Tutorial Notes, 2000.
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D. A. Keim.
An Introduction to Information Visualization Techniques for Exploring Large Databases.
Tutorial Notes, 2000.
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S. Berchtold and D. A. Keim.
High-Dimensional Index Structures - Databases Support for Next Decade's Applications's, Tutorial at ICDE00.
2000.
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1998
D. A. Keim.
Visual Database Exploration.
1998.
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S. Berchtold and D. A. Keim.
High--dimensional Index Structures -- Database Support for Next Decades's Applications.
Tutorial at SIGMOD 1998, 1998.
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1997
D. A. Keim.
Visual Techniques for Exploring Databases.
Tutorial Slides KDD97, 1997.
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D. A. Keim.
Visual Data Mining.
Tutorial Slides, 1997.
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1996
D. A. Keim.
Databases and Visualization.
Tutorial at SIGMOD 1996, 1996.
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D. A. Keim.
Information Visualization.
Tutorial Notes, Postgraduate Course, EPFL, 1996.
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1994
D. A. Keim.
Visual Support for Query Specification and Data Mining System.
1994.
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