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2018

R. Canepa, S. Petralli, L. Oneto, W. Jentner, J. Buchmüller, C. Ducuing, I. Emanuilov, M. Swiatek and D. Anguita

IN2DREAMS D5.1: Data Analytics Scenarios

2018.

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T. Spinner, J. Körner, J. Görtler and O. Deussen

Towards an Interpretable Latent Space: An Intuitive Comparison of Autoencoders with Variational Autoencoders

Proceedings of the Workshop on Visualization for AI Explainability 2018 (VISxAI), 2018.

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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

DOI: 10.1109/TBDATA.2018.2877352 2018.

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D. Streeb, R. Kehlbeck, D. Jäckle and M. El-Assady

Distances, Neighborhoods, or Dimensions? Projection Literacy for the Analysis of Multivariate Data

Proceedings of VisxAI: Workshop on Visualization for AI Explainability, 2018.

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D. Streeb and J. Fuchs

Design Considerations on Glyph Placement Strategies

Proceedings of VisGuides: 2nd Workshop on the Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization, 2018.

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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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V. Gold and M. El-Assady

Visualisierung von deliberativer Kommunikation: Möglichkeiten und Potenziale für Planungs- und Beteiligungsverfahren

DOI: 10.2370/9783844054392 2018.

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B. Plüss, M. El-Assady, F. Sperrle, V. Gold, K. Budzynska, A. Hautli and C. Reed

ADD-up: Visual Analytics for Augmented Deliberative Democracy

7th International Conference on Computational Models of Argument, Demo Paper, DOI: 10.3233/978-1-61499-906-5-471 , 2018.

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D. Seebacher, D. A. Keim and M. Stein

Understanding Collective Behavior with the Concept of Core Clusters

VGI Geovisual Analytics Workshop, 4th International Symposium on Big Data Visual and Immersive Analytics (BDVA 2018), 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. Kraus, N. Weiler, A. Diehl and B. Bach

Visualization in the VR-Canvas: How much Reality is Good for Immersive Analytics in Virtual Reality?

VisGuides: 2nd Workshop on the Creation, Curation, Critique and Conditioning of Principles and Guidelines in Visualization, 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. 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. Seebacher, M. Miller, T. Polk, J. Fuchs and D. A. Keim

Visual Analytics of Volunteered Geographic Information: Detection and Investigation of Urban Heat Islands

Symposium on Visualization in Data Science (VDS) at IEEE VIS 2018, to appear, 2018.

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F. Sperrle, J. Bernard, M. Sedlmair, D. A. Keim and M. El-Assady

Speculative Execution for Guided Visual Analytics

Workshop for Machine Learning from User Interaction for Visualization and Analytics at IEEE VIS, 2018.

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M. Schall, D. Sacha, M. Stein, M. O. Franz and D. A. Keim

Visualization-Assisted Development of Deep Learning Models in Offline Handwriting Recognition

Symposium on Visualization in Data Science (VDS) at IEEE VIS 2018, 2018.

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

Tackling Similarity Search for Soccer Match Analysis: Multimodal Distance Measure and Interactive Query Definition

Symposium on Visualization in Data Science (VDS) at IEEE VIS 2018, 2018.

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V. Gold, B. Plüss, M. El-Assady, F. Sperrle, K. Budzynska, A. Hautli and C. Reed

Towards Deliberation Analytics: Stream Processing of Argument Data for Deliberative Communication

Argumentation and Society Workshop at the International Conference on Computational Models of Argument, 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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M. Stein, T. Breitkreutz, J. Häußler, D. Seebacher, C. Niederberger, T. Schreck, M. Grossniklaus, D. A. Keim and H. Janetzko

Revealing the Invisible: Visual Analytics and Explanatory Storytelling for Advanced Team Sport Analysis

4th International Symposium on Big Data Visual and Immersive Analytics (BDVA 2018), DOI: 10.1109/BDVA.2018.8534022 , 2018.

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B. Plüss, F. Sperrle, V. Gold, M. El-Assady, A. Hautli, K. Budzynska and C. Reed

Augmenting Public Deliberations through Stream Argument Analytics and Visualisations

Leipzig Symposium on Visualization in Applications, 2018.

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M. Blumenschein, M. Behrisch, S. Schmid, S. Butscher, D. R. Wahl, K. Villinger, B. Renner, H. Reiterer and D. A. Keim

SMARTexplore: Simplifying High-Dimensional Data Analysis through a Table-Based Visual Analytics Approach

Proceedings of IEEE Conference on Visual Analytics Science and Technology (VAST), 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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V. Gold, M. El-Assady and C. Rohrdantz

Explorative visuelle Textanalyse von politischen Debatten

, Nomos, pages 211--234, 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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A. Diehl, A. Abdul-Rahman, M. El-Assady, B. Bach, D. A. Keim and M. Chen

VisGuides: A Forum for Discussing Visualization Guidelines

EuroVis 2018 - Short Papers, The Eurographics Association, DOI: 10.2312/eurovisshort.20181079 , 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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D. Sacha

Knowledge Generation in Visual Analytics: Integrating Human and Machine Intelligence for Exploration of Big Data

2018.

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H. Ben Lahmar, M. Herschel, M. Blumenschein and D. A. Keim

Provenance-Based Visual Data Exploration with EVLIN

Proceedings of the 21th International Conference on Extending Database Technology, EDBT 2018, Vienna, Austria, March 26-29, 2018., pages 686--689, DOI: 10.5441/002/edbt.2018.85 , 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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L. Flekova, F. Stoffel, I. Gurevych and D. A. Keim

Content-based Analysis and Visualization of Story Complexity

DOI: 10.17885/heiup.345.474 2018.

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

Visual Analysis of Urban Traffic Data based on High-Resolution and High-Dimensional Environmental Sensor Data

Workshop on Visualisation in Environmental Sciences (EnvirVis), The Eurographics Association, DOI: 10.2312/envirvis.20181138 , 2018.

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H. Janetzko and M. Stein

PixelWise Pie Charts: Placement of Data Points Visualizing Spatial Value Distributions

EuroVis 2018 - Short Papers, The Eurographics Association, DOI: 10.2312/eurovisshort.20181086 , 2018.

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U. Schlegel, E. Cakmak, J. Buchmüller and D. A. Keim

G-Rap: interactive text synthesis using recurrent neural network suggestions

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), 2018.

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N. Meuschke, C. Gondeck, D. Seebacher, C. Breitinger, D. A. Keim and B. Gipp

An Adaptive Image-based Plagiarism Detection Approach

Proceedings of the ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), DOI: 10. 1145/3197026.3197042 , 2018.

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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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D. Streeb, M. Chen and D. A. Keim

The Biases of Thinking Fast and Thinking Slow

DOI: 10.1007/978-3-319-95831-6_8 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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