2019

J. Fuchs, P. Isenberg, A. Bezerianos, M. Miller and D. A. Keim

EduClust-A Visualization Application for Teaching Clustering Algorithms

2019.

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M. El-Assady, F. Sperrle, O. Deussen, D. A. Keim and C. Collins

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

IEEE Transactions on Visualization and Computer Graphics, 25(1):374-384, DOI: 10.1109/TVCG.2018.2864769 , 2019.

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J. Buchmüller, D. Jäckle, E. Cakmak, U. Brandes and D. A. Keim

MotionRugs: Visualizing Collective Trends in Space and Time

IEEE Transactions on Visualization and Computer Graphics, 25(1):76-86, DOI: 10.1109/TVCG.2018.2865049 , 2019.

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2018

A. J. Bradley, M. El-Assady, K. Coles, E. Alexander, M. Chen, C. Collins, S. Jänicke and D. J. Wrisley

Visualization and the Digital Humanities: Moving Toward Stronger Collaborations

IEEE Computer Graphics and Applications, 38(6):26-38, DOI: 10.1109/MCG.2018.2878900 , 2018.

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B. Schneider, D. Jäckle, F. Stoffel, A. Diehl, J. Fuchs and D. A. Keim

Integrating Data and Model Space in Ensemble Learning by Visual Analytics

IEEE Transactions on Big Data, DOI: 10.1109/TBDATA.2018.2877350 , to appear, 2018.

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D. Seebacher, J. Häußler, M. Hundt, M. Stein, H. Müller, U. Engelke and D. A. Keim

Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species

IEEE Transactions on Big Data, DOI: 10.1109/TBDATA.2018.2877352 , 2018.

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M. Miller, J. Häußler, M. Kraus, D. A. Keim and M. El-Assady

Analyzing Visual Mappings of Traditional and Alternative Music Notation

3rd IEEE VIS Workshop on Visualization for the Digital Humanities as part of the IEEE VIS 2018, 2018.

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M. Behrisch, D. Streeb, F. Stoffel, D. Seebacher, B. Matejek, S. H. Weber, S. Mittelstädt, H. Pfister and D. A. Keim

Commercial Visual Analytics Systems-Advances in the Big Data Analytics Field

IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2018.2859973 , 2018.

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D. Sacha, M. Kraus, D. A. Keim and M. Chen

VIS4ML: An Ontology for Visual Analytics Assisted Machine Learning

IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2018.2864838 , 2018.

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L. J. Debbeler, M. Gamp, M. Blumenschein, D. A. Keim and B. Renner

Polarized but illusory beliefs about tap and bottled water: A product- and consumer-oriented survey and blind tasting experiment

Science of The Total Environment, 643():1400 - 1410, DOI: 10.1016/j.scitotenv.2018.06.190 , 2018.

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S. Liu, X. Wang, C. Collins, W. Dou, F. Ouyang, M. El-Assady, L. Jiang and D. A. Keim

Bridging Text Visualization and Mining: A Task-Driven Survey

IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2018.2834341 , 2018.

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M. El-Assady, R. Sevastjanova, D. A. Keim and C. Collins

ThreadReconstructor: Modeling Reply-Chains to Untangle Conversational Text through Visual Analytics

Computer Graphics Forum, 37(3):351-365, DOI: 10.1111/cgf.13425 , 2018.

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M. Behrisch, M. Blumenschein, N. W. Kim, L. Shao, M. El-Assady, J. Fuchs, D. Seebacher, A. Diehl, U. Brandes, H. Pfister, T. Schreck, D. Weiskopf and D. A. Keim

Quality Metrics for Information Visualization

Computer Graphics Forum, The Eurographics Association and John Wiley & Sons Ltd., DOI: 10.1111/cgf.13446 , 2018.

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W. Jentner, F. Stoffel, D. Jäckle, A. Gärtner and D. A. Keim

DeepClouds: Stereoscopic 3D Wordle based on Conical Spirals

Workshop on Visualization as Added Value in the Development, Use and Evaluation of Language Resources (VisLR III) @LREC, 2018.

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F. Stoffel, H. Post, M. Stewen and D. A. Keim

polimaps: Supporting Predictive Policing with Visual Analytics

EuroVis Workshop on Visual Analytics (EuroVA), 2018.

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W. Jentner, D. Jäckle, U. Engelke, D. A. Keim and T. Schreck

A Concept for Consensus-based Ordering of Views

EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20181114 , 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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W. Jentner, D. Sacha, F. Stoffel, G. Ellis, L. Zhang and D. A. Keim

Making Machine Intelligence Less Scary for Criminal Analysts: Reflections on Designing a Visual Comparative Case Analysis Tool

The Visual Computer Journal, Springer Berlin Heidelberg, DOI: 10.1007/s00371-018-1483-0 , 2018.

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N. Andrienko, T. Lammarsch, G. Andrienko, G. Fuchs, D. A. Keim, S. Miksch and A. Rind

Viewing Visual Analytics as Model Building

Computer Graphics Forum, 2018.

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M. El-Assady, R. Sevastjanova, F. Sperrle, D. A. Keim and C. Collins

Progressive Learning of Topic Modeling Parameters: A Visual Analytics Framework

IEEE Transactions on Visualization and Computer Graphics, 24(1):382-391, DOI: 10.1109/TVCG.2017.2745080 , 2018.

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M. Stein, H. Janetzko, A. Lamprecht, T. Breitkreutz, P. Zimmermann, B. Goldlücke, T. Schreck, G. Andrienko, M. Grossniklaus and D. A. Keim

Bring it to the Pitch: Combining Video and Movement Data to Enhance Team Sport Analysis

IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), 24(1):13-22, DOI: 10.1109/TVCG.2017.2745181 , 2018.

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2017

F. Stoffel, F. Bode and D. A. Keim

Qualitätsmetriken im Bereich Predictive Policing: Die Variabilität und Validität von Trefferraten

Polizei & Wissenschaft, 2017.

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A. Hautli and M. El-Assady

Rhetorical Strategies in German Argumentative Dialogs

Argument & Computation, 8(2):153-174, DOI: 10.3233/AAC-170022 , 2017.

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M. El-Assady, A. Hautli, V. Gold, M. Butt, K. Holzinger and D. A. Keim

Interactive Visual Analysis of Transcribed Multi-Party Discourse

Association for Computational Linguistics, System Demonstrations, DOI: 10.18653/v1/P17-4009 , 2017.

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D. Sacha, M. Kraus, J. Bernard, M. Behrisch, T. Schreck, Y. Asano and D. A. Keim

SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance

IEEE Trans. on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2017.2744805 , 2017.

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H. Senaratne, M. Mueller, M. Behrisch, F. Lalanne, J. Bustos-Jiménez, J. Schneidewind, D. A. Keim and T. Schreck

Urban Mobility Analysis with Mobile Network Data: A Visual Analytics Approach

IEEE Transactions on Intelligent Transportation Systems, 2017.

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M. El-Assady, R. Sevastjanova, B. Gipp, D. A. Keim and C. Collins

NEREx: Named-Entity Relationship Exploration in Multi-Party Conversations

Computer Graphics Forum, The Eurographics Association and John Wiley & Sons Ltd., 36(3):213--225, DOI: 10.1111/cgf.13181 , 2017.

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A. Diehl, L. Pelorosso, C. Delrieux, K. Matkovic, J. Ruiz, M. E. Gröller and S. Bruckner

Albero: A Visual Analytics Approach for Probabilistic Weather Forecasting

Computer Graphics Forum, 36(7):135--144, DOI: 10.1111/cgf.13279 , 2017.

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W. Jentner, M. El-Assady, B. Gipp and D. A. Keim

Feature Alignment for the Analysis of Verbatim Text Transcripts

EuroVis Workshop on Visual Analytics (EuroVA), DOI: 10.2312/eurova.20171113 , 2017.

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D. Sacha, M. Sedlmair, L. Zhang, J. A. Lee, J. Peltonen, D. Weiskopf, S. C. North and D. A. Keim

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

Neurocomputing , Elsevier, DOI: 10.1016/j.neucom.2017.01.105 , 2017.

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D. Sacha, F. Al-Masoudi, M. Stein, T. Schreck, D. A. Keim, G. Andrienko and H. Janetzko

Dynamic Visual Abstraction of Soccer Movement

Honorable Mention Award (EuroVis 17) - Computer Graphics Forum, The Eurographics Association and John Wiley & Sons Ltd., DOI: 10.1111/cgf.13189 , 2017.

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Differentiation of ncRNAs from small mRNAs in Escherichia coli O157:H7 EDL933 (EHEC) by combined RNAseq and RIBOseq – ryhB encodes the regulatory RNA RyhB and a peptide, RyhP

BMC Genomics, DOI: 10.1186/s12864-017-3586-9 , 2017.

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M. Stein, H. Janetzko, D. Seebacher, A. Jäger, M. Nagel, J. Hölsch, S. Kosub, T. Schreck, D. A. Keim and M. Grossniklaus

How to Make Sense of Team Sport Data: From Acquisition to Data Modeling and Research Aspects

Data, Special Issue Geospatial Data, 2(1):2, DOI: 10.3390/data2010002 , 2017.

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D. Sacha, L. Zhang, M. Sedlmair, J. A. Lee, J. Peltonen, D. Weiskopf, S. C. North and D. A. Keim

Visual Interaction with Dimensionality Reduction: A Structured Literature Analysis

IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), 23(01):241-250, DOI: 10.1109/TVCG.2016.2598495 , 2017.

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2016

V. Gold, A. Hautli, K. Holzinger and M. El-Assady

VisArgue: Analysis and Visualization of Deliberative Political Communication

Political Communication Report, Special Issue on ‘Fresh Perspectives in Deliberation Research’, 26():1-2, 2016.

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N. Cao, Y. Wu, D. Gotz, D. A. Keim and Y.-P. Tan

Visual Analytics in Multimedia - Opportunities and Research Challenges

Special Issue IEEE Transactions on Multimedia, 2016.

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Y. Wu, N. Cao, D. Gotz, Y.-P. Tan and D. A. Keim

A Survey on Visual Analytics of Social Media Data

IEEE Transactions on Multimedia, IEEE, 2016.

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G. Schneider, M. El-Assady and H. M. Lehmann

Tools and Methods for Processing and Visualizing Large Corpora

Studies in Variation, Contacts and Change in English, 2016.

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A. Jäger, S. Mittelstädt, D. Oelke, S. Sander, A. Platz, G. Bouwmann and D. A. Keim

Lessons on Combining Topology and Geography - Visual Analytics for Electrical Outage Management

EuroVis Workshop on Visual Analytics (EuroVA), The Eurographics Association, 978-3-03868-016-1(), DOI: 10.2312/eurova.20161116 , 2016.

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L. Shao, T. Schleicher, M. Behrisch, T. Schreck, I. Sipiran and D. A. Keim

Guiding the exploration of scatter plot data using motif-based interest measures (Journal)

Journal of Visual Languages & Computing , 36():1 - 12, DOI: http://dx.doi.org/10.1016/j.jvlc.2016.07.003 , 2016.

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M. Behrisch, B. Bach, M. Hund, L. von Rüden, M. Delz, J.-D. Fekete and T. Schreck

Magnostics: Image-based Search of Interesting Matrix Views for Guided Network Exploration

IEEE Transactions on Visualization and Computer Graphics, PP(99):1-1, DOI: 10.1109/TVCG.2016.2598467 , 2016.

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H. Senaratne, A. Mobasheri, A. Loai Ali, C. Capineri and M. Haklay

A review of volunteered geographic information quality assessment methods

International Journal of Geographical Information Science, Taylor & Francis, DOI: 10.1080/13658816.2016.1189556 , 2016.

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M. Hund, D. Böhm, W. Sturm, M. Sedlmair, T. Schreck, T. Ullrich, D. A. Keim, L. Majnaric and A. Holzinger

Visual Analytics for Concept Exploration in Subspaces of Patient Groups

Brain Informatics, 3(4):233-247, DOI: 10.1007/s40708-016-0043-5 , 2016.

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M. El-Assady, V. Gold, C. Acevedo, C. Collins and D. A. Keim

ConToVi: Multi-Party Conversation Exploration using Topic-Space Views

Computer Graphics Forum, DOI: 10.1111/cgf.12919 , 2016.

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M. Stein, H. Janetzko, T. Breitkreutz, D. Seebacher, T. Schreck, M. Grossniklaus, I. Couzin and D. A. Keim

Director's Cut: Analysis and Annotation of Soccer Matches

IEEE Computer Graphics and Applications, 36(5):50-60, DOI: 10.1109/MCG.2016.102 , 2016.

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L. Fellner, C. Huptas, S. Simon, A. Mühlig, S. Scherer and K. Neuhaus

Draft Genome Sequences of Three European Laboratory Derivatives from Enterohemorrhagic Escherichia coli O157:H7 Strain EDL933, Including Two Plasmids

Genome Announcements, 4(2):e01331-15, DOI: 10.1128/genomeA.01331-15 , 2016.

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J. Fuchs, P. Isenberg, A. Bezerianos and D. A. Keim

A Systematic Review of Experimental Studies on Data Glyphs

IEEE Transactions on Visualization and Computer Graphics, PP(99):1-1, DOI: 10.1109/TVCG.2016.2549018 , 2016.

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M. Behrisch, B. Bach, N. Henry Riche, T. Schreck and J.-D. Fekete

Matrix Reordering Methods for Table and Network Visualization

Computer Graphics Forum, DOI: 10.1111/cgf.12935 , 2016.

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J. Teutschbein, S. Simon, J. Lother, J. Springer, P. Hortschansky, C. O. Morton, J. Löffler, H. Einsele, E. Conneally, T. R. Rogers, R. Guthke, A. A. Brakhage and O. Kniemeyer

Proteomic profiling of serological responses to Aspergillus fumigatus antigens in patients with invasive aspergillosis

Journal of Proteome Research, DOI: 10.1021/acs.jproteome.6b00042 , 2016.

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K. Neuhaus, R. Landstorfer, L. Fellner, S. Simon, A. Schafferhans, T. Goldberg, H. Marx, O. N. Ozoline, B. Rost, B. Kuster, D. A. Keim and S. Scherer

Translatomics combined with transcriptomics and proteomics reveals novel functional, recently evolved orphan genes in Escherichia coli O157:H7 (EHEC)

BMC Genomics, 17(1):1-16, DOI: 10.1186/s12864-016-2456-1 , 2016.

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L. Shao, S. Mittelstädt, R. Goldblatt, I. Omer, P. Bak and T. Schreck

StreetExplorer: Visual Exploration of Feature-based Patterns in Urban Street Networks

Proc. Int. Conference on Information Visualization Theory and Applications, to appear, 2016.

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H. Strobelt, D. Oelke, B. C. Kwon, T. Schreck and H. Pfister

Guidelines for Effective Usage of Text Highlighting Techniques

IEEE Transactions on Visualization and Computer Graphics, 20(01), DOI: 10.1109/TVCG.2015.2467759 , to appear, 2016.

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B. C. Kwon, S.-H. Kim, S. Lee, J. Choo, J. Huh and J. S. Yi

VisOHC: Designing Visual Analytics for Online Health Communities

IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), 22(01), DOI: 10.1109/TVCG.2015.2467555 , to appear, 2016.

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D. Sacha, H. Senaratne, B. C. Kwon, G. Ellis and D. A. Keim

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

IEEE Transactions on Visualization and Computer Graphics (Proceedings of the Visual Analytics Science and Technology), 22(01):240-249, DOI: 10.1109/TVCG.2015.2467591 , 2016.

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D. Jäckle, F. Fischer, T. Schreck and D. A. Keim

Temporal MDS Plots for Analysis of Multivariate Data

IEEE Transactions on Visualization and Computer Graphics (Proceedings Visual Analytics Science and Technology 2015), 22(01), DOI: 10.1109/TVCG.2015.2467553 , 2016.

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2015

V. Gold, M. El-Assady, T. Bögel, M. Butt, K. Holzinger, D. A. Keim and C. Rohrdantz

Visual Linguistic Analysis of Political Discussions: Measuring Deliberative Quality

Digital Scholarship in the Humanities, The Oxford University Press, ISSN 2055-7671. - eISSN 2055-768X(), DOI: 10.1093/llc/fqv033 , 2015.

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L. Fellner, S. Simon, C. Scherling, M. Witting, S. Schober, C. Polte, P. Schmitt-Kopplin, D. A. Keim, S. Scherer and K. Neuhaus

Evidence for the recent origin of a bacterial protein-coding, overlapping orphan gene by evolutionary overprinting

BMC Evolutionary Biology, 15(1):1-14, DOI: 10.1186/s12862-015-0558-z , 2015.

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S. Simon, S. Mittelstädt, B. C. Kwon, A. Stoffel, R. Landstorfer, K. Neuhaus, A. Mühlig, S. Scherer and D. A. Keim

VisExpress: Visual exploration of differential gene expression data

Information Visualization, SAGE, DOI: 10.1177/1473871615612883 , 2015.

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F. Wanner, W. Jentner, T. Schreck, A. Stoffel, L. Sharalieva and D. A. Keim

Integrated visual analysis of patterns in time series and text data - Workflow and application to financial data analysis

Information Visualization, DOI: 10.1177/1473871615576925 , 2015.

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L. Shao, T. Schleicher, M. Behrisch, T. Schreck, I. Sipiran and D. A. Keim

Guiding the Exploration of Scatter Plot Data Using Motif-based Interest Measures

IEEE Int. Symposium on Big Data Visual Analytics (Best Paper Award), DOI: 10.1109/BDVA.2015.7314294 , 2015.

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M. Stein, J. Häußler, D. Jäckle, H. Janetzko, T. Schreck and D. A. Keim

Visual Soccer Analytics: Understanding the Characteristics of Collective Team Movement Based on Feature-Driven Analysis and Abstraction

ISPRS International Journal of Geo-Information, Special Issue Advances in Spatio-Temporal Data Analysis and Mining , DOI: 10.3390/ijgi4042159 , 2015.

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N. Mahyar, S.-H. Kim and B. C. Kwon

Towards a Taxonomy for Evaluating User Engagement in Information Visualization

Personal Visualization: Exploring Data in Everyday Life at IEEE VIS 2015, to appear, 2015.

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

Coddlers, Scientists, Adventurers, and Opportunists: Personas to Inform Online Health Community Development

ArXiv E-Prints, DOI: http://arxiv.org/abs/1506.09191 , 2015.

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B. C. Kwon, J. Choo, S.-H. Kim, D. A. Keim, H. Park and J. S. Yi

Opinion Marks: A Human-Based Computation Approach to Instill Structure into Unstructured Text on the Web

KDD Workshop on Interactive Data Exploration and Analytics, 2015.

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B. C. Kwon, S.-H. Kim, T. Duket, A. Catalán and J. S. Yi

Do People Really Experience Information Overload While Reading Online Reviews?

International Journal of Human-Computer Interaction, DOI: 10.1080/10447318.2015.1072785 , 2015.

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D. Sacha, Y. Asano, C. Rohrdantz, F. Hamborg, D. A. Keim, B. Braun and M. Butt

Self Organizing Maps for the Visual Analysis of Pitch Contours

Proceedings of the 20th Nordic Conference of Computational Linguistics. Vilnius, Lithuania, 23():181-190, 2015.

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S. Mittelstädt and D. A. Keim

Efficient Contrast Effect Compensation with Personalized Perception Models

Computer Graphics Forum, The Eurographics Association and John Wiley & Sons Ltd., 34(3):211-220, DOI: 10.1111/cgf.12633 , 2015.

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J. Fuchs, D. Jäckle, N. Weiler and T. Schreck

Leaf Glyph - Visualizing Multi-Dimensional Data with Environmental Cues

Proc. Int. Conference on Information Visualization Theory and Applications, DOI: 10.5220/0005292801950206 , 2015.

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J. Twellmeyer, M. Hutter, M. Behrisch, J. Kohlhammer and T. Schreck

The Visual Exploration of Aggregate Similarity for Multi-Dimensional Clustering

Proc. Int. Conference on Information Visualization Theory and Applications, 2015.

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

What are the Causes of Non-compliance Behaviors in Bar Code Medication Administration System Processes?

International Journal of Human-Computer Interaction, DOI: 10.1080/10447318.2014.986641 , 2015.

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K. Vrotsou, H. Janetzko, C. Navarra, G. Fuchs, D. Spretke, F. Mansmann, N. Andrienko and G. Andrienko

SimpliFly: A Methodology for Simplification and Thematic Enhancement of Trajectories

IEEE Transactions on Visualization and Computer Graphics, 21(1):107-121, DOI: 10.1109/TVCG.2014.2337333 , 2015.

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2014

J. Bernard, D. Daberkow, D. Fellner, K. Fischer, O. Koepler, J. Kohlhammer, M. Runnwerth, T. Ruppert, T. Schreck and I. Sens

VisInfo: a digital library system for time series research data based on exploratory search - a user-centered design approach

International Journal on Digital Libraries (Published online first), Springer, 2014.

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J. Fuchs, P. Isenberg, A. Bezerianos, F. Fischer and E. Bertini

The Influence of Contour on Similarity Perception of Star Glyphs

Visualization and Computer Graphics, IEEE Transactions on Visualization and Computer Graphics, IEEE, 20():2251 - 2260, DOI: 10.1109/TVCG.2014.2346426 , 2014.

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B. C. Kwon, F. Stoffel, D. Jäckle, B. Lee and D. A. Keim

VisJockey: Enriching Data Stories through Orchestrated Visualization

Computation+Journalism, 2014.

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S. Biasotti, I. Pratikakis, U. Castellani and T. Schreck

Preface to Special Issue on EG Workshop on 3D Object Retrieval 2013

Springer Visual Computer, 2014.

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D. Perez, L. Zhang, M. Schaefer, T. Schreck, D. A. Keim and I. Diaz

Interactive Feature Space Extension for Multidimensional Data Projection

Neurocomputing, 2014.

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B Li, Y. Lu, C Li, A. Godil, T. Schreck, M. Aono, M. Burtscher, Q Chen, N Chowdhury, B Fang, H Fu, T Furuya, H. Li, J Liu, H Johan, R Kosaka, H Koyanagi, R Ohbuchi, A Tatsuma, Y. Wan, C. Zhang and C Zou

A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries

Elsevier Computer Vision and Image Understanding, DOI: http://dx.doi.org/10.1016/j.cviu.2014.10.006 , 2014.

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D. Sacha, H. Senaratne, B. C. Kwon and D. A. Keim

Uncertainty Propagation and Trust Building in Visual Analytics

Accepted at IEEE VIS 2014 - Provenance for Sensemaking Workshop (poster paper), 2014.

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H. Senaratne, A. Broering, T. Schreck and D. Lehle

Moving on Twitter: Using Episodic Hotspot and Drift Analysis to Detect and Characterise Spatial Trajectories

In Proceedings of the 7th ACM SIGSPATIAL International Workshop on Location-Based Social Networks. (best student paper award) ACM, 2014.

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K. Mir and S. Schober

Selection Pressure in Alternative Reading Frames

PLOS ONE, 9(10):e108768, DOI: 10.1371/journal.pone.0108768 , 2014.

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L. Shao, M. Behrisch, T. Schreck, I. Sipiran, B. C. Kwon and D. A. Keim

Identifying Locally Interesting Motifs for Exploration of Scatter Plot Matrices

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. Schätzle, D. Sacha and M. Butt

Diachronic Visualization of Oblique Subjects in Icelandic

Workshop Poster: Big Data Visual Computing – Quantitative Perspectives for Visual Computing, 2014.

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H. Suominen, T. Schreck, G. Leroy, H. Hochheiser, L. Goeuriot, L. Kelly, D. Mowery, J. Nualart, G. Ferraro and D. A. Keim

Task 1 of the CLEF eHealth Evaluation Lab 2014: Visual-Interactive Search and Exploration of eHealth Data

CLEF 2014 Working Notes, CEUR Workshop Proceedings, 2014.

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L. Kelly, L. Goeuriot, H. Suominen, T. Schreck, G. Leroy, D. Mowery, S. Velupillai, W. Chapman, D. Martinez, G. Zuccon and J. Palotti

Overview of the ShARe/CLEF eHealth Evaluation Lab 2014

Proc. Conference and Labs of the Evaluation Forum (CLEF), Springer, 2014.

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R. Gregor, I. Sipiran, G. Papaioannou, T. Schreck, A. Andreadis and P. Mavridis

Towards Automated 3D Reconstruction of Cultural Heritage Objects

Proc. EUROGRAPHICS Workshop on Graphics and Cultural Heritage, DOI: 10.2312/gch.20141311 , 2014.

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I. Sipiran, R. Gregor and T. Schreck

Approximate Symmetry Detection in Partial 3D Meshes

Computer Graphics Forum, 33(7):131-140, DOI: 10.1111/cgf.12481 , 2014.

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H. Janetzko, D. Jäckle and T. Schreck

Geo-Temporal Visual Analysis of Customer Feedback Data Based on Self-Organizing Sentiment Maps

International Journal On Advances in Intelligent Systems, International Academy, Research, and Industry Association (IARIA), 7(1 and 2):237--246, 2014.

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D. Sacha, A. Stoffel, F. Stoffel, B. C. Kwon, G. Ellis and D. A. Keim

Knowledge Generation Model for Visual Analytics

IEEE Transactions on Visualization and Computer Graphics (Proceedings Visual Analytics Science and Technology 2014), 20(12):1604 - 1613 , DOI: 10.1109/TVCG.2014.2346481 , 2014.

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J. C. Roberts, D. A. Keim, T. Hanratty, R. R. Rowlingson, R. Walker, M. Hall, Z. Jacobson, V. Lavigne, C. Rooney and M. Varga

From Ill-Defined Problems to Informed Decisions

EuroVis Workshop on Visual Analytics (2014), 2014.

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I. Sipiran, R. Meruane, B. Bustos, T. Schreck, B Li, Y. Lu and H Johan

A benchmark of simulated range images for partial shape retrieval

The Visual Computer, Springer, 30(11):1293-1308, DOI: 10.1007/s00371-014-0937-2 , 2014.

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R. Landstorfer, S. Simon, S. Schober, D. A. Keim, S. Scherer and K. Neuhaus

Comparison of strand-specific transcriptomes of enterohemorrhagic Escherichia coli O157:H7 EDL933 (EHEC) under eleven different environmental conditions including radish sprouts and cattle feces

BMC Genomics, 15(1):353, DOI: 10.1186/1471-2164-15-353 , 2014.

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M. Steiger, J. Bernard, S. Mittelstädt, H. Lücke-Tieke, D. A. Keim, T. May and J. Kohlhammer

Visual Analysis of Time-Series Similarities for Anomaly Detection in Sensor Networks

Computer Graphics Forum, 33(3):401-410, DOI: 10.1111/cgf.12396 , 2014.

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R. Chang, D. Ebert and D. A. Keim

Introduction to the Special Issue on Interactive Computational Visual Analytics

ACM TIIS Journal, 2014.

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D. Oelke, H. Strobelt, C. Rohrdantz, I. Gurevych and O. Deussen

Comparative Exploration of Document Collections: a Visual Analytics Approach

Computer Graphics Forum, John Wiley & Sons, Ltd, 33(3):201-210, DOI: 10.1111/cgf.12376 , 2014.

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S. Mittelstädt, A. Stoffel and D. A. Keim

Methods for Compensating Contrast Effects in Information Visualization

Computer Graphics Forum, 33(3):231-240, DOI: 10.1111/cgf.12379 , 2014.

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S. Mittelstädt, M. C. Hao, U. Dayal, M. Hsu, J. Terdiman and D. A. Keim

Advanced Visual Analytics Interfaces for Adverse Drug Event Detection

In Proceedings of the Working Conference on Advanced Visual Interfaces (AVI 2014), ACM, DOI: 10.1145/2598153.2598156 , 2014.

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T. Mayer, B. Wälchli, M. Hund and C. Rohrdantz

From the extraction of continuous features in parallel texts to visual analytics of heterogeneous areal-typological datasets

Language Processing and Grammars. The role of functionally oriented computational models, John Benjamins, DOI: 10.1075/slcs.150.02may , 2014.

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S. Yoon, G Yoon and T. Schreck

User-drawn sketch-based 3D object retrieval using sparse coding

Springer Multimedia Tools and Applications, 2014.

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B Li, Y. Lu, A. Godil, T. Schreck, B. Bustos, A. Ferreira, T Furuya, M Fonseca, H Johan, T Matsuda, R Ohbuchi, P Pascoal and J. Saavedra

A comparison of methods for sketch-based 3D shape retrieval

Elsevier Computer Vision and Image Understanding, DOI: 10.1016/j.cviu.2013.11.008 , 2014.

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F. Benites, S. Simon and E. Sapozhnikova

Mining Rare Associations between Biological Ontologies

PLoS ONE, Public Library of Science, 9(1):e84475, DOI: 10.1371/journal.pone.0084475 , 2014.

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H. Janetzko, F. Stoffel, S. Mittelstädt and D. A. Keim

Anomaly Detection for Visual Analytics of Power Consumption Data

Computer & Graphics, Elsevier, 38(0):27-37, DOI: 10.1016/j.cag.2013.10.006 , 2014.

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L. Fellner, N. Bechtel, M. A. Witting, S. Simon, P. Schmitt-Kopplin, D. A. Keim, S. Scherer and K. Neuhaus

Phenotype of htgA (mbiA), a recently evolved orphan gene of Escherichia coli and Shigella, completely overlapping in antisense to yaaW

FEMS Microbiology Letters, 350(1):57--64, DOI: 10.1111/1574-6968.12288 , 2014.

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C. Rohrdantz, F. Mansmann, C. North and D. A. Keim

Augmenting the educational curriculum with the Visual Analytics Science and Technology Challenge: Opportunities and pitfalls

Information Visualization, SAGE, 13(4):313-325, DOI: 10.1177/1473871613481693 , 2014.

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2013

S. Kisilevich, D. A. Keim and L. Rokach

A GIS-based decision support system for hotel room rate estimation and temporal price prediction : The hotel brokers' context

Decision Support Systems, 54(2):1119--1133, DOI: 10.1016/j.dss.2012.10.038 , 2013.

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K. Mir, K. Neuhaus, M. Bossert and S. Schober

Short Barcodes for Next Generation Sequencing

PLOS ONE, 8(12):e82933, DOI: 10.1371/journal.pone.0082933 , 2013.

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Z. Lian, A. Godil, B. Bustos, M. Daoudi, J. Hermans, S. Kawamura, Y. Kurita, G. Lavoué, H. Van Nguyen, R. Ohbuchi, Y. Ohkita, Y. Ohishi, F. Porikli, M. Reuter, I. Sipiran, D. Smeets, P. Suetens, H. Tabia and D. Vanderleumen

A comparison of methods for non-rigid 3D shape retrieval

Pattern Recognition, Elsevier, 1(46):449-461, DOI: 10.1016/j.patcog.2012.07.014 , 2013.

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I. Sipiran and B. Bustos

Key-components: Detection of salient regions on 3D meshes

The Visual Computer, Springer Berlin Heidelberg, 29(12):1319-1332, DOI: 10.1007/s00371-013-0870-9 , 2013.

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M. Krstajic, M. Najm-Araghi, F. Mansmann and D. A. Keim

Story Tracker: Incremental visual text analytics of news story development

Information Visualization, SAGE, 12(3-4):308-323, DOI: 10.1177/1473871613493996 , 2013.

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D. A. Keim, H. Qu and K.-L. Ma

Big-Data Visualization

IEEE Computer Graphics and Applications, 2013.

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B. C. Kwon, J. S. Yi and Y. Zhu

Readingmate: the Effect of the Content Stabilizing Technique, Font Size, and Interline Spacing on the Reading Performance of Treadmill Runners

Human Factors, DOI: 10.1177/0018720813485089 , 2013.

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S. Ghani, B. C. Kwon, S. Lee, J. S. Yi and N. Elmqvist

Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists

IEEE Transactions of Visualization and Computer Graphics, IEEE, DOI: 10.1109/TVCG.2013.223 , 2013.

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H. Janetzko, D. Jäckle and T. Schreck

Comparative visual analysis of large customer feedback based on self-organizing sentiment maps

Proc. International Conference on Advances in Information Mining and Management, Best Paper Award, 2013.

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J. Bernard, N. Wilhelm, B. Krüger, T. May, T. Schreck and J. Kohlhammer

MotionExplorer: Exploratory Search in Human Motion Capture Data Based on Hierarchical Aggregation

Transactions on Visualization and Computer Graphics (Proc. VAST), 2013.

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A. Weiler, M. H. Scholl, F. Wanner and C. Rohrdantz

Event Identification for Local Areas using Social Media Streaming Data

Proceedings of the 3rd ACM SIGMOD Workshop on Databases and Social Networks, DBSocial 2013, New York, NY, USA, June, 23, 2013, DOI: http://dx.doi.org/10.1145/2484702.2484703 , 2013.

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M. C. Hao, C. Rohrdantz, H. Janetzko, D. A. Keim, U. Dayal, L.-E. Haug, M. Hsu and F. Stoffel

Visual sentiment analysis of customer feedback streams using geo-temporal term associations

Information Visualization, SAGE Publications, 12(3-4):273-290, DOI: 10.1177/1473871613481691 , 2013.

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

BANKSAFE: Visual analytics for big data in large-scale computer networks

Information Visualization, SAGE Publications, DOI: 10.1177/1473871613488572 , 2013.

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B. Hammer, D. A. Keim, N. Lawrence and G. Lebanon

Preface: Intelligent interactive data visualization

Data Mining and Knowledge Discovery Journal, 2013.

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D. A. Keim, M. Krstajic, C. Rohrdantz and T. Schreck

Real-time Visual Analytics of Text Data Streams

Computer, IEEE Computer Society, 46(7):47-55, DOI: http://dx.doi.org/10.1109/MC.2013.152 , 2013.

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T. Schreck, I. Omer, P. Bak and Y. Lerman

A visual analytics approach for assessing pedestrian friendliness of urban environments

AGILE International Conference on Geographic Information Science, 2013.

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I. Sipiran, B. Bustos and T. Schreck

Data-aware 3d partitioning for generic shape retrieval

Computers & Graphics Special Issue on 3D Object Retrieval, DOI: 10.1016/j.cag.2013.04.002 , 2013.

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H. Senaratne, A. Broering and T. Schreck

Using Reverse Viewshed Analysis to Assess the Location Correctness of Visually Generated VGI

Transactions in GIS, Wiley-Blackwell, 17(3):369-386, 2013.

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T. von Landesberger, S. Bremm, T. Schreck and D. Fellner

Feature-based Automatic Identification of Interesting Data Segments in Group Movement Data

Information Visualization Journal, DOI: 10.1177/1473871613477851 , 2013.

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T. Schreck and D. A. Keim

Visual Analysis of Social Media Data

IEEE Computer, Special Issue on Cutting-Edge Research in Visualization. Published online first as early access article. , DOI: 10.1109/MC.2012.430 , 2013.

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M. C. Hao, M. Marwah, S. Mittelstädt, H. Janetzko, M. Hund, D. A. Keim, U. Dayal, C. Bash, C. Felix, C. Patel and M. Hsu

Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization

In Proceedings of Visualization and Data Analysis, 8654():865404--865412, DOI: 10.1117/12.2002948 , 2013.

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S. Kisilevich, C. Rohrdantz, M. Veronica and D. A. Keim

What do you think about this photo? A novel approach to opinion and sentiment analysis of photo comments

International Journal of Data Mining, Modelling and Management (IJDMMM) , 5(2):138-157, DOI: http://dx.doi.org/10.1504/IJDMMM.2013.053693 , 2013.

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2012

K. Mir, K. Neuhaus, S. Scherer, M. Bossert and S. Schober

Predicting Statistical Properties of Open Reading Frames in Bacterial Genomes

PLOS ONE, 11(7):e45103, 2012.

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D. A. Keim

Dagstuhl Manifesto

Informatik-Spektrum, Springer-Verlag, 35(4):311-317, 2012.

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

A Review of Web-Based Dietary Interventions From the Human-Computer Interaction Practitioners’ Perspective

Human Factors and Ergonomics in Manufacturing & Service Industries, DOI: 10.1002/hfm.20371 , 2012.

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

Evaluating the Role of Time in Investigative Analysis of Document Collections

IEEE Transactions on Visualization and Computer Graphics, IEEE, 18(11):1992--2004, DOI: 10.1109/TVCG.2012.89 , 2012.

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S. Tekir, F. Mansmann and D. A. Keim

Geodesic Distances for Clustering Linked Text Data

Journal of Artificial Intelligence and Soft Computing Research, 2(4), 2012.

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H. Strobelt, A. Stoffel, M. Spicker, D. A. Keim and O. Deussen

Rolled-out Wordles: A Heuristic Method for Overlap Removal of 2D Data Representatives

Comput. Graph. Forum, 31(3):1135-1144, 2012.

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J. Goodall, F. Mansmann and J. Gerth

Computer Network Visualization (Guest Editorial)

IEEE Network, IEEE , 26(6):4-5, DOI: 10.1109/MNET.2012.6375886 , 2012.

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M. C. Hao, M. Marwah, S. Mittelstädt, H. Janetzko, D. A. Keim, U. Dayal, C. Bash, C. Felix, C. Patel and M. Hsu

Exploring Cyber Physical Data Streams Using Radial Pixel Visualizations

Proc. IEEE Symposium on Visual Analytics Science and Technology (Poster Paper), Honorable Mention Award, DOI: 10.1109/VAST.2012.6400541 , 2012.

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D. Luo, J. Yang, M. Krstajic, W. Ribarsky and D. A. Keim

EventRiver: Visually Exploring Text Collections with Temporal References

Transactions on Visualization and Computer Graphics, IEEE, 18(1):93-105, 2012.

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M. C. Hao, M. Marwah, H. Janetzko, U. Dayal, D. A. Keim, D. Patnaik, N. Ramakrishnan and R. K. Sharma

Visual exploration of frequent patterns in multivariate time series

Information Visualization (IVS), Palgrave Macmillan, 11(1):71--83, DOI: 10.1177/1473871611430769 , 2012.

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D. A. Keim, L. Zhang, M. Krstajic and S. Simon

Solving Problems with Visual Analytics: Challenges and Applications

Journal of Multimedia Processing and Technologies, Special Issue on Theory and Application of Visual Analytics, 3(1):1-11, 2012.

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T. von Landesberger, S. Bremm, T. Schreck and D. Fellner

Feature-based visual analysis of interesting data segments in large group movement data

GIScience workshop on GeoVisual Analytics (Extended abstract), 2012.

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A. Ferreira, H. Laga, T. Schreck and R. Veltkamp

Preface to special issue on EG Workshop on 3D Object Retrieval 2011

Springer Visual Computer, Special Issue on 3DOR 2011, DOI: 10.1007/s00371-012-0747-3 , 2012.

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A. Tatu, L. Zhang, E. Bertini, T. Schreck, D. A. Keim, S. Bremm and T. von Landesberger

ClustNails: Visual Analysis of Subspace Clusters

Tsinghua Science and Technology, Special Issue on Visualization and Computer Graphics, 17(4):419-428, 2012.

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S. Yoon, T. Schreck and G Yoon

Sparse Coding Based Feature Optimization for Robust 3D Object Retrieval

IET Electronics Letters, 48():493-495, 2012.

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M. Sedlmair, A. Tatu, T. Munzner and M. Tory

A Taxonomy of Visual Cluster Separation Factors

Computer Graphics Forum (Proc. EuroVis 2012), 31(3):1335-1344, 2012.

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A. Stoffel, H. Strobelt, O. Deussen and D. A. Keim

Document Thumbnails with Variable Text Scaling

Computer Graphics Forum, 31(3):1165–1173, 2012.

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C. Rohrdantz, M. Hund, T. Mayer, B. Wälchli and D. A. Keim

The World's Languages Explorer: Visual Analysis of Language Features in Genealogical and Areal Contexts

Computer Graphic Forum (The definitive version is available at http://diglib.eg.org/ and http://onlinelibrary.wiley.com/), 31(3):935-944, DOI: http://dx.doi.org/10.1111/j.1467-8659.2012.03086.x , 2012.

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C. Rohrdantz, A. Niekler, A. Hautli, M. Butt and D. A. Keim

Lexical Semantics and Distribution of Suffixes - A Visual Analysis

Proceedings of the EACL 2012 Joint Workshop of LINGVIS & UNCLH, 2012.

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S. Simon, R. Guthke, T. Kamradt and O. Frey

Multivariate analysis of flow cytometric data using decision trees

Frontiers in Microbiology, 3(00114), DOI: 10.3389/fmicb.2012.00114 , 2012.

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C. Rohrdantz, M. C. Hao, U. Dayal, L.-E. Haug and D. A. Keim

Feature-based Visual Sentiment Analysis of Text Document Streams

ACM Transactions on Intelligent Systems and Technology, Special Issue on Intelligent Visual Interfaces for Text Analysis (© ACM, 2012. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistr), 3(2):26, DOI: http://dx.doi.org/10.1145/2089094.2089102 , 2012.

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D. Oelke, D. Spretke, A. Stoffel and D. A. Keim

Visual Readability Analysis: How to Make Your Writings Easier to Read

IEEE Transactions on Visualization and Computer Graphics, 18(5):662-674, 2012.

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P. Rodgers, L. Zhang and H. Purchase

Wellformedness Properties in Euler Diagrams: Which Should be Used?

IEEE Transactions on Visualization and Computer Graphics, 18(7):1089-1100, DOI: 10.1109/TVCG.2011.143 , 2012.

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B. Bustos, T. Schreck, M. Walter, J. M. Barrios, M. Schaefer and D. A. Keim

Improving 3D Similarity Search by Enhancing and Combining 3D Descriptors

Multimedia Tools and Applications, 2012.

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2011

I. Sipiran and B. Bustos

Harris 3D: A robust extension of the Harris operator for interest point detection on 3D meshes

The Visual Computer, Springer-Verlag, 11(27):963-976, DOI: 10.1007/s00371-011-0610-y , 2011.

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I. Pratikakis, T. Schreck, T. Theoharis and R. Veltkamp

Preface to special issue on EG Workshop on 3D Object Retrieval 2010

Springer Visual Computer, Special Issue on 3DOR 2010, 27():949-950, 2011.

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M. Daoudi and T. Schreck

Event Report on Eurographics 2010 Workshop on 3D Object Retrieval

Wiley-Blackwell Computer Graphics Forum, 1(30):229-230, 2011.

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J. Bernard, J. Brase, D. Fellner, O. Koepler, J. Kohlhammer, T. Ruppert, T. Schreck and I. Sens

A visual digital library approach for time-oriented scientific primary data

Springer International Journal of Digital Libraries, ECDL 2010 Special Issue, 2011.

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S. Bremm, T. von Landesberger, J. Bernard and T. Schreck

Assisted descriptor selection based on visual comparative data analysis

Wiley-Blackwell Computer Graphics Forum, 30(3):891--900, 2011.

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T. von Landesberger, A. Kuijper, T. Schreck, J. Kohlhammer, J. van Wijk, J.-D. Fekete and D. Fellner

Visual analysis of large graphs: State-of-the-art and future research challenges

Wiley-Blackwell Computer Graphics Forum, 2011.

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A. Tatu, G. Albuquerque, M. Eisemann, P. Bak, H. Theisel, M. Magnor and D. A. Keim

Automated Visual Analysis Methods for an Effective Exploration of High-Dimensional Data

IEEE Transactions on Visualization and Computer Graphics (TVCG), 17(5):pp. 584-597, 2011.

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F. Wanner, J. Fuchs, D. Oelke and D. A. Keim

Are my Children Old Enough to Read these Books? Age Suitability Analysis

POLIBITS - Research journal on Computer science and computer engineering with applications, 2011.

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G. Stapleton, L. Zhang, J. Howse and P. Rodgers

Drawing Euler Diagrams with Circles: The Theory of Piercings

IEEE Transactions on Visualization and Computer Graphics, 17(7):1020-1032, 2011.

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G. Stapleton, P. Rodgers, J. Howse and L. Zhang

Inductively Generating Euler Diagrams

IEEE Transactions on Visualization and Computer Graphics, 16(1):88-100, 2011.

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D. Oelke, H. Janetzko, S. Simon, K. Neuhaus and D. A. Keim

Visual Boosting in Pixel-based Visualizations

Computer Graphics Forum, 30(3):871-880, DOI: 10.1111/j.1467-8659.2011.01936.x , 2011.

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M. Krstajic, E. Bertini and D. A. Keim

CloudLines: Compact Display of Event Episodes in Multiple Time-Series

IEEE Transactions on Visualization and Computer Graphics, IEEE Computer Society, 17():2432-2439, DOI: 10.1109/tvcg.2011.179 , 2011.

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D. A. Keim and H.-P. Kriegel

Visualization Techniques for Mining Large Databases: A Comparison

to be reprinted in Cluster Analysis, 2011.

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M. C. Hao, H. Janetzko, S. Mittelstädt, W. Hill, U. Dayal, D. A. Keim, M. Marwah and R. K. Sharma

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series

Computer Graphics Forum, 30(3):691--700, DOI: 10.1111/j.1467-8659.2011.01918.x , 2011.

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G. Heyer, D. A. Keim, S. Teresniak and D. Oelke

Interaktive explorative Suche in großen Dokumentbeständen

Datenbank-Spektrum, Springer Berlin / Heidelberg, 11():195-206, DOI: 10.1007/s13222-011-0072-4 , 2011.

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E. Bertini, A. Tatu and D. A. Keim

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

IEEE Symposium on Information Visualization (InfoVis), 17(12):pages 2203-2212, 2011.

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S. Kisilevich, C. S. Ang and M. Last

Large-scale analysis of self-disclosure patterns among online social networks users: A Russian context

Knowledge and Information Systems Journal (KAIS) (to appear), 2011.

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G. Andrienko, N. Andrienko, P. Bak, D. A. Keim, S. Kisilevich and S. Wrobel

A Conceptual Framework and Taxonomy of Techniques for Analyzing Movement

Journal of Visual Languages and Computing, 2011.

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2010

O. Deussen, H. Bülthoff, T. Ertl, D. A. Keim, B. Lintermann, H. Reiterer and A. Schilling

Visualisierung auf Großbildschirmen: Herausforderung eines neuen Ausgabegeräts

Informatik-Spektrum, 33(6):551--558, DOI: 10.1007/s00287-010-0480-0 , 2010.

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T. Schreck, T. von Landesberger and S. Bremm

Techniques for precision-based visual analysis of projected data

Palgrave Macmillan Information Visualization, 9(3):181--193, 2010.

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G. Andrienko, N. Andrienko, P. Bak, S. Bremm, D. A. Keim, T. von Landesberger, C. Pölitz and T. Schreck

A framework for using Self-Organizing Maps to analyze spatio-temporal patterns, exemplified by analysis of mobile phone usage

Taylor & Francis Journal of Location Based Services, 4(3--4):200--221, 2010.

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S. Bremm, T. Schreck, P. Boba, S Held and K. Hamacher

Computing and visually analyzing mutual information in molecular co-evolution

BMC Bioinformatics, 11:330(), 2010.

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D. Weiskopf, G. Andrienko, N. Andrienko and P. Bak

Visuelle Bewegungsanalyse in Video- und Geodaten

Informatik Spektrum, 2010.

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C. Rohrdantz, S. Koch, C. Jochim, G. Heyer, G. Scheuermann, T. Ertl, H. Schütze and D. A. Keim

Visuelle Textanalyse

Informatik-Spektrum., 33(6):601-611, DOI: 10.1007/s00287-010-0483-x , 2010.

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I. Omer, P. Bak and T. Schreck

Using space-time visual analytic methods for exploring the dynamics of ethnic groups' residential patterns

International Journal of Geographical Information Science (IJGIS), 2010.

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D. J. Lehmann, G. Albuquerque, M. Eisemann, A. Tatu, D. A. Keim, H. Schumann, M. Magnor and H. Theisel

Visualisierung und Analyse multidimensionaler Datensätze

Informatik-Spektrum, Springer Berlin / Heidelberg, 33(6):589-600, DOI: 10.1007/s00287-010-0481-z , 2010.

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T. Mayer, C. Rohrdantz, M. Butt, F. Plank and D. A. Keim

Visualizing Vowel Harmony

Linguistic Issues in Language Technology, 4(Issue 2):1-33, 2010.

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D. A. Keim, A. Pras, J. Schönwälder, P. Wong and F. Mansmann

Report on the Dagstuhl Seminar on Visualization and Monitoring of Network Traffic

Journal of Network and Systems Management, 18(2):232--236, DOI: 10.1007/s10922-010-9161-1 , 2010.

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M. C. Hao, U. Dayal, R. K. Sharma, D. A. Keim and H. Janetzko

Variable binned scatter plots

Information Visualization Journal (IVS), 9():194-203, DOI: 10.1057/ivs.2010.4 , 2010.

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M. C. Hao, R. K. Sharma, U. Dayal, C. Patel, R. Vennelakanti and D. A. Keim

Application of Visual Analytics for Thermal State Management in Large Data Centers

Journal Computer Graphics Forum (CGF), DOI: 10.1111/j.1467-8659.2010.01657.x , 2010.

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A. Botzer, J. Meyer, P. Bak and Y. Parmet

User Settings of Cue Thresholds for Binary Categorization Decisions

Journal of Experimental Psychology: Applied, 16(1):1-15, DOI: 10.1037/a0018758 , 2010.

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S. Kisilevich, L. Rokach, Y. Elovici and B. Shapira

Efficient Multidimensional Suppression for K-Anonymity

IEEE Transactions on Knowledge and Data Engineering, 22(3):334-347, DOI: 10.1109/TKDE.2009.91 , 2010.

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P. Bak and J. Meyer

The Effect of User Characteristics on the Efficiency of Visual Querying

Behavior and Information Technology (BIT), 2010.

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P. Jankowski, N. Andrienko, G. Andrienko and S. Kisilevich

Discovering Landmark Preferences and Movement Patterns from Photo Postings

Transactions in GIS, 14(6):833-852, 2010.

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G. Andrienko, N. Andrienko, S. Bremm, T. Schreck, T. von Landesberger, P. Bak and D. A. Keim

Space-in-time and time-in-space self-organizing maps for exploring spatiotemporal patterns

Computer Graphics Forum, 29(3):913-92, 2010.

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G. Andrienko, N. Andrienko, P. Bak, S. Bremm, D. A. Keim, T. von Landesberger, C. Pölitz and T. Schreck

Analyzing Spatio-temporal Patterns of Mobile Phone Calls With Self-Organizing Maps

Journal of Location Based Services (JLBS), 2010.

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2009

T. Ruppert, S. Bremm, T. Schreck and J. Kohlhammer

VisServer - a visual analytics framework

Eurographics/IEEE Symposium on Visualization (Poster Paper), 2009.

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T. Schreck, J. Bernard, T. Tekušová and J. Kohlhammer

Visual cluster analysis of trajectory data with interactive Kohonen maps

Palgrave Macmillan Information Visualization, 8():14--29, 2009.

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S. Bremm, S. Maier, T. von Landesberger and T. Schreck

Explorative visual sequence analysis (in German)

Dpunkt Datenbank Spektrum, 31():8--16, 2009.

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H. Strobelt, D. Oelke, C. Rohrdantz, A. Stoffel, D. A. Keim and O. Deussen

Document Cards: A Top Trumps Visualization for Documents

IEEE Transactions on Visualization and Computer Graphics, 15(6):1145-1152, DOI: 10.1109/TVCG.2009.139 , 2009.

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G. Robertson, D. Ebert, S. Eick, D. A. Keim and K. Joy

Scale and complexity in visual analytics

Information Visualization, Palgrave Macmillan, 8(4):247--253, DOI: 10.1057/ivs.2009.23 , 2009.

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D. A. Keim, M. C. Hao, U. Dayal, H. Janetzko and P. Bak

Generalized Scatter Plots

Information Visualization Journal (IVS), Macmillan Publishers Ltd., DOI: 10.1057/ivs.2009.34 , 2009.

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Y. Gao, J. Peng, H. Luo, D. A. Keim and J. Fan

An Interactive Approach for Filtering out Junk Images from Keyword Based Google Search Results

IEEE Transactions on Circuits and Systems for Video Technology, 19(12), 2009.

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P. Bak, M. Schaefer, A. Stoffel, D. A. Keim and I. Omer

Density Equalizing Distortion of Large Geographic Point Sets

Journal of Cartographic and Geographic Information Science (CaGIS), 36(3):237--250, 2009.

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P. Bak, F. Mansmann, H. Janetzko and D. A. Keim

Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps

IEEE Transactions on Visualization and Computer Graphics (TVCG), 15(6):913-920, 2009.

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D. A. Keim, F. Mansmann and J. Thomas

Visual Analytics: How Much Visualization and How Much Analytics?

SigKDD Explorations Journal, 11(2), 2009.

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2008

L. Zhang, J. Kuljis and X. Liu

Information Visualization for DNA Microarray Data Analysis: a Critical Review

IEEE Transactions on Systems, Man, and Cybernetics Part C: Applications and Reviews, 38(1):42-54, 2008.

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S. Kisilevich, M. Sinder, J. Pelleg and V. Sokolovsky

Exponential temporal asymptotics of the A + B -> 0 reaction-diffusion process with initially separated reactants

Physical Review E, 77(4), DOI: 10.1103/PhysRevE.77.046103 , 2008.

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M. C. Hao, D. A. Keim, U. Dayal, D. Oelke and C. Tremblay

Density Displays for Data Stream Monitoring

Computer Graphics Forum, 27(3):895--902, DOI: 10.1111/j.1467-8659.2008.01222.x , 2008.

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J. Fan, D. A. Keim, Y. Gao and H. Luo

JustClick: Personalized Image Recommendation via Exploratory Search from Large-Scale Flickr Image Collections

IEEE Transactions on circuits and systems for video technology, 18(8), 2008.

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2007

T. Schreck, T. Tekušová, J. Kohlhammer and D. Fellner

Trajectory-based visual analysis of large financial time series data

ACM SIGKDD Explorations, Special Issue on Visual Analytics, 9():30-37, 2007.

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M. Kramis, V. Wildi, B. Lemke, S. Graf, H. Janetzko and M. Waldvogel

jSCSI - A Java iSCSI Initiator

Proc. Jazoon '07, The International Conference on Java Technology, 2007.

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B. Bustos, D. A. Keim, D. Saupe, T. Schreck and A. Tatu

Methods and User Interfaces for Effective Retrieval in 3D Databases (in German)

Datenbank - Spektrum - Zeitschrift fuer Datenbank Technologie und Information Retrieval, dpunkt.verlag, 7(20):23--32, 2007.

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D. A. Keim, M. C. Hao, U. Dayal and M. Lyons

Value-Cell Bar Charts for Visualizing Large Transaction Data Sets

IEEE Transactions on Visualization and Computer Graphics, 13(4), 2007.

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B. Bustos, D. A. Keim, D. Saupe and T. Schreck

Content-Based 3D Object Retrieval

IEEE Computer Graphics and Applications (CG&A), 27(4), 2007.

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D. A. Keim and J. Schneidewind

Introduction to the Special Issue on Visual Analytics

SIGKDD Explorations Special Issue on Visual Analytics, 9(2), 2007.

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F. Mansmann, D. A. Keim, S. C. North, B. Rexroad and D. Sheleheda

Visual Analysis of Network Traffic for Resource Planning, Interactive Monitoring, and Interpretation of Security Threats

IEEE Transactions on Visualization and Computer Graphics, IEEE Press, 13(6), 2007.

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D. A. Keim, G. Andrienko, N. Andrienko, P. Jankowski, M.-J. Kraak, A. MacEachren and S. Wrobel

Geovisual Analytics for Spatial Decision Support: Setting the Research Agenda

International Journal of Geographical Information Science (IJGIS), Taylor & Francis, 21(8):839--857, 2007.

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M. Sips, J. Schneidewind and D. A. Keim

Highlighting Space-Time Pattern: Effective Visual Encodings for Interactive Decision Making

International Journal of Geographical Information Science (IJGIS), Taylor & Francis, 21(8):879--894, 2007.

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J. Schneidewind, M. Sips and D. A. Keim

An Automated Approach for the Optimization of Pixel Based Visualizations

Palgrave Macmillan Information Visualization, 6(1):75-88, 2007.

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2006

J. Arnott, L. Zhang and D. O'Mara

Information Visualisation in the user interface for augmentative and alternative communication

Technology & Disability, 18(3):147-161, 2006.

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F. Mansmann and S. Vinnik

Interactive Exploration of Data Traffic with Hierarchical Network Maps

IEEE Transactions on Visualization and Computer Graphics (TVCG), 12(6), 2006.

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D. A. Keim, J. Schneidewind, M. C. Hao and U. Dayal

Business Process Impact Visualization and Anomaly Detection

Palgrave Macmillan Information Visualization, 5(1), 2006.

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

Visualization of Geo-spatial Point Sets via Global Shape Transformation and Local Pixel Placement

IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization / Information Visualization 2006), IEEE Press, 12(5):749-756, 2006.

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C. Panse

Visualisierung von geographie-bezogenen Daten mit Hilfe von Kartogrammen

Ausgezeichnete Informatikdissertationen 2005, GI-Edition --- Lecture Notes in Informatics (LNI), 2006.

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B. Bustos, D. A. Keim, D. Saupe, T. Schreck and D. Vranic

An Experimental Effectiveness Comparison of Methods for 3D Similarity Search

International Journal on Digital Libraries, Special, Springer, 6(1):39-54, 2006.

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2005

W. Sheng, S. Swift, L. Zhang and X. Liu

A Weighted Sum Validity Function for Clustering With a Hybrid Niching Genetic Algorithm

IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics, 35(6):1156-1167, 2005.

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B. Bustos, D. A. Keim, D. Saupe, T. Schreck and D. Vranic

Feature-based Similarity Search in 3D Object Databases

ACM Computing Surveys (CSUR), Association for Computing Machinery, 37(4):345-387, 2005.

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D. A. Keim and J. Schneidewind

Scalable Visual Data Exploration of Large Data Sets via MultiResolution

JUCS Special Issue on Visual Data Mining, 11(11):1766-1779, 2005.

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D. A. Keim, C. Panse and S. C. North

Medial-Axis-Based Cartograms

IEEE Computer Graphics and Applications, 25(3):pp. 60-68, 2005.

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2004

D. A. Keim and W. Lehner

Data Mining und Data Warehousing

Datenbank-Spektrum, dpunkt.verlag, 9():5, 2004.

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D. A. Keim and N. Koudas

Introduction to special issue with best papers from KDD 2002

Information Systems, Elsevier Science, 29(4):271-272, 2004.

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B. Bustos and G. Navarro

Probabilistic Proximity Search Algorithms Based on Compact Partitions

Journal of Discrete Algorithms (JDA), Elsevier Science, 2(1):115-134, 2004.

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D. A. Keim, M. Heczko, A. Hinneburg and M. Wawryniuk:

Multi-Resolution Similarity Search in Image Databases

ACM/Springer Multimedia Systems Journal, 10(1):28-40, 2004.

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D. A. Keim, T. Munzner and S. C. North

Guest Editor's Introduction: Special Section on InfoVis

IEEE Transactions on Visualization and Computer Graphics (TVCG), 10(4):446, 2004.

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D. A. Keim and T. Ertl

Wissenschaftliche Visualisierung

it - Information Technology, Oldenbourg, 46(3):109-110, 2004.

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T. Ertl and D. A. Keim

Wissenschaftliche Visualisierung - Ausgewählte Forschungsprojekte

it - Information Technology, Oldenbourg, 46(3):148-153, 2004.

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D. A. Keim, S. C. North and C. Panse

CartoDraw: A Fast Algorithm for Generating Contiguous Cartograms

IEEE Transactions on Visualization and Computer Graphics (TVCG), 10(1):95-110, 2004.

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

Pixel based Visual Mining of Geo-Spatial Data

Computers & Graphics (CAG), Elsevier Science, 28(3):327-344, 2004.

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

Visual Data Mining in Large Geo-Spatial Point Sets

IEEE Computer Graphics and Applications (CG&A), Special Issue: Visual Analytics, IEEE Press, 12(5):36-44, 2004.

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2003

B. Bustos, G. Navarro and E. Chávez

Pivot Selection Techniques for Proximity Searching in Metric Spaces

Pattern Recognition Letters, 24(14):2357--2366, 2003.

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A. Hinneburg, D. A. Keim and M. Wawryniuk:

Using Projections to Visually Cluster High--Dimensional Data

IEEE Computing in Science & Engineering, 5(2):14--25, 2003.

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D. A. Keim, S. C. North, C. Panse and J. Schneidewind

Visualizing Geographic Information: VisualPoints vs CartoDraw

Palgrave Macmillan -- Information Visualization, 2(1):58--67, 2003.

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A. Hinneburg and D. A. Keim

A General Approach to Clustering in Large Databases with Noise

Knowledge and Information Systems (KAIS), Springer, 5(4):387-415, 2003.

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D. J. Hand, D. A. Keim and R. T. Ng

Guest Editorial. Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery, 7(4):347-348, 2003.

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D. J. Hand, D. A. Keim and R. T. Ng

Guest Editorial. Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery, 7(3):239-240, 2003.

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2002

D. A. Keim

Datenvisualisierung und Data Mining

Datenbank-Spektrum, 2(2):30--39, 2002.

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M. Heczko, D. A. Keim, D. Saupe and D. Vranic

Verfahren zur Ähnlichkeitssuche auf 3D-Objekten

Proc. Datenbanksysteme in Büro, Technik und Wissenschaft (BTW'01), Oldenburg, 2001; extended version in Datenbank Spektrum, 2(1):54--63, 2002.

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S. G. Eick and D. A. Keim

Visual Data Mining

KDD Workshop Report. SIGKDD Explorations, 3(2):70, 2002.

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D. A. Keim

Information Visualization and Visual Data Mining

IEEE Transactions on Visualization and Computer Graphics (TVCG), 8(1):1--8, 2002.

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D. A. Keim, M. C. Hao, U. Dayal and M. Hsu

Pixel Bar Charts: A Visualization Technique for Very Large Multi-Attribute Data Sets

Visualization, San Diego 2001, extended version in: Information Visualization Journal, Palgrave, 1(2), 2002.

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D. A. Keim, M. C. Hao and U. Dayal

Hierarchical Pixel Bar Charts

IEEE Transactions on Visualization and Computer Graphics (TVCG), 8(3):255--269, 2002.

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D. A. Keim

Data Mining mit bloßem Auge

Spektrum der Wissenschaft, 2002.

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2001

C. Böhm, S. Berchtold and D. A. Keim

Searching in High--Dimensional Spaces: Index Structures for Improving the Performance of Multimedia Databases

ACM Computing Surveys, 33(3):322--373, 2001.

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D. A. Keim

Visual Exploration of Large Data Sets

Communications of the ACM (CACM), 44(8):38--44, 2001.

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2000

S. Berchtold, C. Böhm, D. A. Keim, H.-P. Kriegel and X. Xu

Optimal Multidimensional Query Processing Using Tree Striping

Lecture Notes in Computer Science, Springer, 1874(), 2000.

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S. Berchtold, D. A. Keim, H.-P. Kriegel and T. Seidl

Indexing the Solution Space: A New Technique for Nearest Neighbor Search in High--Dimensional Space

IEEE Transactions on Knowledge and Data Engineering (TKDE), 12(1):45--57, 2000.

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D. A. Keim

Designing Pixel-oriented Visualization Techniques: Theory and Applications

IEEE Transactions on Visualization and Computer Graphics (TVCG), 6(1):59--78, 2000.

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D. A. Keim and A. Hinneburg

Interesting KDD--News from SIGMOD'99

SIGKDD Explorations, 1(2):117, 2000.

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1999

D. A. Keim and A. Hinneburg

Clustering Methods for Large Databases: From the Past to the Future

SIGMOD Record, 28(2), DOI: 10.1145/304181.304232 , 1999.

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A. Hinneburg, M. Wawryniuk: and D. A. Keim

HD-Eye: Visual Mining of High-Dimensional Data

IEEE Computer Graphics & Applications Journal, 19(5):22--31, 1999.

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E. Koutsofios, D. A. Keim and S. C. North

Visualizing Large Telecommunication Data Sets

IEEE Computer Graphics & Applications Journal, 19(3):16--19, 1999.

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1997

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

Using Extended Feature Objects for Partial Similarity Retrieval

VLDB Journal, 6(4):333--348, 1997.

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1996

D. A. Keim

Pixel-oriented Visualization Techniques for Exploring Very Large Databases

Journal of Computational and Graphical Statistics, 5(1):58--77, 1996.

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D. A. Keim

Pixel-oriented Database Visualizations

SIGMOD Record, Special Issue on Information Visualization, 1996.

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1995

D. A. Keim and H.-P. Kriegel

Possibilities and Limits in Visualizing Large Amounts of Multidimensional Data

Perceptual Issues in Visualization, IFIP Series on Computer Graphics, Springer, 1995.

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D. A. Keim, R. D. Bergeron and R. M. Pickett

Test Data Sets for Evaluating Data Visualization Techniques

Perceptual Issues in Visualization, IFIP Series on Computer Graphics, Springer, 1995.

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1994

D. A. Keim and H.-P. Kriegel

VisDB: Database Exploration using Multidimensional Visualization

IEEE Computer Graphics & Application Journal, 14(5):40--49, 1994.

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