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Eurographics Conference on Visualization (EuroVis) 2015

STARs - State of The Art Reports Cagliari, Italy

May 25 – 29, 2015

STARs Co-Chairs

Rita Borgo, Swansea University, UK Fabio Ganovelli, ISTI-CNR, Italy

Ivan Viola, Vienna University of Technology, Austria

Published by

The Eurographics Association

DOI: 10.2312/eurovisst.20152010

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Table of Contents

Graphs

A Survey of Multi-faceted Graph Visualization . . . 1 Steffen Hadlak, Heidrun Schumann, and Hans-Jörg Schulz

The State of the Art in Visualizing Group Structures in Graphs . . . 21 Corinna Vehlow, Fabian Beck, and Daniel Weiskopf

Graphs and Biomolecules

A Survey of Graph-Based Representations and Techniques for Scientific Visualization . . . 41 Chaoli Wang

Visualization of Biomolecular Structures: State of the Art . . . 61 Barbora Kozlikova, Michael Krone, Norbert Lindow, Martin Falk, Marc Baaden, Daniel Baum,

Ivan Viola, Julius Parulek, and Hans-Christian Hege

Humanities and Malware

On Close and Distant Reading in Digital Humanities: A Survey and Future Challenges . . . 83 Stefan Jänicke, Greta Franzini, Muhammad Faisal Cheema, and Gerik Scheuermann

A Survey of Visualization Systems for Malware Analysis . . . 105 Markus Wagner, Fabian Fischer, Robert Luh, Andrea Haberson, Alexander Rind, Daniel A. Keim, and Wolfgang Aigner

High-dimensional Data

Visualizing High-Dimensional Data: Advances in the Past Decade . . . 127 Shusen Liu, Dan Maljovec, Bei Wang, Peer-Timo Bremer, and Valerio Pascucci

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Preface

After the success of last year’s State-of-the-Art Reports (STAR) track it was decided to make it a permanent fea-ture of future editions of the conference. We solicited high-quality reports covering any topic related to the field of visualization. Authors were encouraged to submit near complete drafts and papers were reviewed using the traditional single blind reviewing process.

We are pleased to report that this change did not compromise reviews quality. In contrast to tra- ditional papers that present new findings, STARs present surveys on particular topics of interest to the community. While these reports may contain new taxonomies or novel categorizations of the data, the goal of a STAR is to serve as an entry point for a particular area. Given that the criteria are less focused on novelty and more focused on topic coverage, our goal was to find reviewers who were known experts in a topic and who could provide meaningful critiques on the taxonomies developed and its overall coverage.

We received 9 submissions, of which 7 have been accepted for presentation at EuroVis and elec- tronic publication in the EG Digital Library. This year there are STARs in the realm of informa- tion visualization (surveys on the visualization of group structures and multi-faceted graphs), scientific visualization (surveys on the visualization of high dimensional data and molecular structures), and visual analytics (surveys on systems for malware detection and digital humani- ties). We feel that these reports represent the growth and breadth of our area and hope that they will provide new researchers entering the field with a starting point from which to grow.

We thank the authors of all submitted STARs in this now established EuroVis conference track for their high-quality submissions. Moreover, we would like to express appreciation to all our reviewers listed below. We hope that our readers find these reports enjoyable, inspiring, and stimulating for their own research agenda.

Rita Borgo, Fabio Ganovelli, Ivan Viola EuroVis STAR Co-Chairs

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Reviewers Basak Alper

Tom Cheesman Paolo Federico Jean-Daniel Fekete Angus Forbes Michael Gleicher Uta Hinrichs Eul Gyu Im Alfred Inselberg Johannes Kehrer Andreas Kerren Philip Legg Heike Leitte

Masood Masoodian Steffen Oeltze-Jafra Margit Pohl

Benjamin Renoust Mark Sandler John Stone Marc Streit Marco Tarini Holger Theisel Cagatay Turkay Yingcai Wu Tobias Wuechner Monica Zoppe

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Author Index

Aigner, Wolfgang . . . 105

Baaden, Marc . . . 61

Baum, Daniel . . . 61

Beck, Fabian . . . 21

Bremer, Peer-Timo . . . 127

Cheema, Muhammad Faisal . . . 83

Falk, Martin . . . 61

Fischer, Fabian . . . .105

Franzini, Greta . . . 83

Haberson, Andrea . . . 105

Hadlak, Steffen . . . 1

Hege, Hans-Christian . . . 61

Jänicke, Stefan . . . 83

Keim, Daniel A. . . 105

Kozlikova, Barbora . . . 61

Krone, Michael . . . 61

Lindow, Norbert . . . 61

Liu, Shusen . . . 127

Luh, Robert . . . 105

Maljovec, Dan . . . 127

Parulek, Julius . . . 61

Pascucci, Valerio . . . 127

Rind, Alexander . . . 105

Scheuermann, Gerik . . . 83

Schulz, Hans-Jörg . . . 1

Schumann, Heidrun . . . .1

Vehlow, Corinna . . . 21

Viola, Ivan . . . .61

Wagner, Markus . . . 105

Wang, Chaoli . . . 41

Wang, Bei . . . 127

Weiskopf, Daniel . . . 21

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