2018

E. Cakmak, D. Seebacher, J. Buchmüller and D. A. Keim

Time Series Projection to Highlight Trends and Outliers

IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2), to appear, 2018.

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E. Cakmak, U. Schlegel, M. Miller, J. Buchmüller, W. Jentner and D. A. Keim

Interactive Classification Using Spectrograms and Audio Glyphs

IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC1), 2018.

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B. Bäumle, I. Boesecke, R. Buchmüller, Y. Metz, J. Buchmüller, E. Cakmak, W. Jentner and D. A. Keim

Interactive Webtool for Tempospatial Data and Visual Audio Analysis

IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2 // Honorable Mention for Interactive Analytic Tool MC1), to appear, 2018.

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I. Piljek, G. Dehn, J. Frauendorf, Z. Salem, Y. Niyazbayev, J. Buchmüller, E. Cakmak, W. Jentner, F. Stoffel and D. A. Keim

Identifying Patterns and Anomalies within Spatiotemporal Water Sampling Data

IEEE Conference on Visual Analytics Science and Technology (VAST Challenge 2018 MC2 // Award for Elegant Design of an Interactive Display), 2018.

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N. Weiler, M. Kraus, T. Kilian, W. Jentner and D. A. Keim

Visual Analytics for Semi-Automatic 4D Crime Scene Reconstruction

4th International Symposium on Big Data Visual and Immersive Analytics, 2018.

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E. Cakmak, G. Castiglia, W. Jentner, J. Buchmüller and D. A. Keim

Visualization For Train Management: Improving Overviews in Safety-critical Control Room Environments

4th International Symposium on Big Data Visual and Immersive Analytics, 2018.

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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

2018 International Symposium on Big Data Visual and Immersive Analytics (BDVA), DOI: 10.1109/BDVA.2018.8534018 , 2018.

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V. Gold, M. El-Assady and C. Rohrdantz

Explorative visuelle Textanalyse von politischen Debatten

, 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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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

, 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

, 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

, 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

, 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

I. Sipiran and B. Bustos

A fully hierarchical approach for finding correspondences in non-rigid shapes

IEEE International Conference on Computer Vision, pages 817-824, DOI: 10.1109/ICCV.2013.106 , 2013.

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M. Chen, J. Heinrich, J. Kennedy, A. Kerren, F. Schreiber, S. Simon, C. Stolte, C. Vehlow, M. Westenberg and B. Wong

Uncertainty Visualization

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

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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B. C. Kwon, Z. Dong, K. Yehle, K. Plake, L. Yahiro, S. Kranz and J. S. Yi

Food for the Heart: Lessons Learned while Designing a Visual Decision Support System for Patients with Coronary Heart Disease

International Conference on Human Factors and Ergonomics in Healthcare, 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

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

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

, 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

, Springer, 2012.

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F. Mansmann, F. Fischer and D. A. Keim

Dynamic Visual Analytics - Facing the Real-Time Challenge

, Springer, DOI: 10.1007/978-1-4471-2804-5_5 , 2012.

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2011

I. Sipiran

Local features for partial shape matching and retrieval

Proc. ACM Multimedia, pages 853-856, 2011.

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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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S.-H. Kim, S. Li, B. C. Kwon and J. S. Yi

Investigating the Efficacy of Crowdsourcing on Evaluating Visual Decision Supporting System

Human Factors and Ergonomics Society, pages 1090-1094, DOI: 10.1177/1071181311551228 , 2011.

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B. C. Kwon, W. Javed, N. Elmqvist and J. S. Yi

Direct Manipulation Through Surrogate Objects

ACM SIGCHI Conference on Human Factors in Computing Systems, ACM, pages 627-636, DOI: 10.1145/1978942.1979033 , 2011.

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B. C. Kwon, B. Fisher and J. S. Yi

Visual Analytic Roadblocks for Novice Investigators

IEEE Symposium on Visual Analytics Science and Technology, IEEE, pages 3--11, DOI: 10.1109/VAST.2011.6102435 , 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.2011.12.035 2011.

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2010

I. Hur, B. C. Kwon and J. S. Yi

A Review of Web-Based Dietary Interventions From the HF/E Perspective

International Conference on Applied Human Factors and Ergonomics, 2010.

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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

, 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

, IOS Press, 2010.

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P. Bak, I. Omer and T. Schreck

Visual Analytics of Urban Environments using High-Resolution Geographic Data

, Springer Berlin, pages 25-42, DOI: 10.1007/978-3-642-12326-9 , 2010.

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2009

B. C. Kwon and J. S. Yi

ReadingMate: an infrared-camera-based content stabilization technique to help joggers read text while running on a treadmill

ACM SIGCHI Conference Extended Abstracts on Human Factors in Computing Systems, pages 3449-3454, DOI: 10.1145/1520340.1520501 , 2009.

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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

2009.

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D. A. Keim, P. Bak and M. Schaefer

Dense pixel displays

, 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

2009.

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D. A. Keim, F. Mansmann, A. Stoffel and H. Ziegler

Visual Analytics

, 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

, Springer-Verlag, pages 2-14, 2008.

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D. A. Keim, B. Bustos, S. Berchtold and H.-P. Kriegel

X-tree

, Springer, 2008.

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D. A. Keim

Visual Analytics in Europe

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

, 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

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

, IEEE, 2006.

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2004

D. A. Keim, C. Panse and M. Sips

Information Visualization: Scope, Techniques and Opportunities for Geovisualization

, Oxford: Elsevier, 2004.

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2003

A. Hinneburg and D. A. Keim

Visual interaction to solving complex optimization problems

, 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

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

2002.

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D. A. Keim and M. O. Ward

Visual Data Mining Techniques

, Springer, 2002.

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2001

D. A. Keim and M. Ankerst

Visual Data Mining and Exploration of Large Databases

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)

2001.

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2000

D. A. Keim

Visual Data Exploration

2000.

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D. A. Keim

An Introduction to Information Visualization Techniques for Exploring Large Databases

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

1998.

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1997

D. A. Keim

Visual Techniques for Exploring Databases

1997.

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D. A. Keim

Visual Data Mining

1997.

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1996

D. A. Keim

Databases and Visualization

1996.

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D. A. Keim

Information Visualization

1996.

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1994

D. A. Keim

Visual Support for Query Specification and Data Mining System

1994.

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