Peter Bak  Peter Bak photo       

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Information Visualization and Visual Analytics
IBM Haifa Research Lab
  +972dash4dash829dash6537

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Professional Associations

Professional Associations:  IEEE

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More information:  Research Gate


2016

Static vs. Dynamic Time Mapping in Radial Composite Indicator Visualization
Albo, Yael and Lanir, Joel and Bak, Peter and Rafaeli, Sheizaf
Proceedings of the International Working Conference on Advanced Visual Interfaces, pp. 264--271, 2016

Off the Radar: Comparative Evaluation of Radial Visualization Solutions for Composite Indicators
Albo, Yael and Lanir, Joel and Bak, Peter and Rafaeli, Sheizaf
Visualization and Computer Graphics, IEEE Transactions on 22(1), 569--578, IEEE, 2016


2015

Location and Context-based Microservices for Mobile and Internet of Things Workloads
Bak, Peter and Melamed, Roie and Moshkovich, Dany and Nardi, Yuval and Ship, Harold and Yaeli, Avi
Mobile Services (MS), 2015 IEEE International Conference on, pp. 1--8

What You See Is What You Do: Applying Ecological Interface Design to Visual Analytics.
Morar, Natan and Baber, Chris and Bak, Peter and Duncan, Adam
EDBT/ICDT Workshops, pp. 125--131, 2015


2014

Understanding customer behavior using indoor location analysis and visualization
Yaeli, Avi and Bak, Peter and Feigenblat, Guy and Nadler, Sima and Roitman, Haggai and Saadoun, Gilad and Ship, Harold J and Cohen, David and Fuchs, Omri and Ofek-Koifman, Shila and others
IBM Journal of Research and Development 58(5/6), 3--1, IBM, 2014

Enabling Location-Based Services 2.0: Challenges and Opportunities
Sathe, Saket and Melamed, Roie and Bak, Peter and Kalyanaraman, Shivkumar
Mobile Data Management (MDM), 2014 IEEE 15th International Conference on, pp. 317--320

Architectural Patterns for Real-Time Visual Analytics on Streaming Data
Eser Kandogan, Danny Soroker, Steven Rohall, Peter Bak, Frank van Ham, Jie Lu, Harold-Jeffrey Ship, Chun-Fu Wang, Jennifer Lai
Proc. SPIE 9017, Visualization and Data Analysis 2014, 901708 (December 23, 2013)


2013

HealthGIS 2012 workshop report: the First ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health
Goldberg, Daniel W and Bak, Peter and Horey, James L and Kanza, Yaron
SIGSPATIAL Special 5(1), 18--19, ACM, 2013

A reference web architecture and patterns for real-time visual analytics on large streaming data
Kandogan, Eser and Soroker, Danny and Rohall, Steven and Bak, Peter and van Ham, Frank and Lu, Jie and Ship, Harold-Jeffrey and Wang, Chun-Fu and Lai, Jennifer
IS&T/SPIE Electronic Imaging, pp. 901708--901708, 2013

Visual analytics for spatial clustering: Using a heuristic approach for guided exploration
Packer, Eli and Bak, Peter and Nikkila, Mikko and Polishchuk, Valentin and Ship, Harold J
Visualization and Computer Graphics, IEEE Transactions on 19(12), 2179--2188, IEEE, 2013

Visual analytics of movement
Andrienko, Gennady and Andrienko, Natalia and Bak, Peter and Keim, Daniel and Wrobel, Stefan
2013 - books.google.com, Springer Science & Business Media

Visual Analytics of Movement
Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Springer Berlin Heidelberg, 2013

Time Ring Maps: Visualization for Spatiotemporal Sensor Data
P Bak, J von Kaenel, X Sun, I Dumitrescu, C Vecchiola, O Amarilio
IEEE Vis Posters, IEEE, 2013

Visual Analytics for Spatial Clustering: Using a Heuristic Approach for Guided Exploration
Eli Packer, Peter Bak, Mikko Nikkila, Valentin Polishchuk, Harold J Ship
Visualization and Computer Graphics, IEEE Transactions on 19(12), 2179--2188, IEEE, 2013

A Visual Analytics Approach for Assessing Pedestrian Friendliness of Urban Environments
Tobias Schreck, Itzhak Omer, Peter Bak, Yoav Lerman
Geographic Information Science at the Heart of Europe, pp. 353--368, Springer International Publishing, 2013


2012

Algorithmic and visual analysis of spatiotemporal stops in movement data
Bak, Peter and Packer, Eli and Ship, Harold J and Dotan, Dolev
Proceedings of the 20th International Conference on Advances in Geographic Information Systems, pp. 462--465, 2012

Algorithmic and visual analysis of spatiotemporal stops in movement data
Peter Bak, Eli Packer, Harold J Ship, Dolev Dotan
Proceedings of the 20th International Conference on Advances in Geographic Information Systems, pp. 462--465, 2012

Scalable Detection of Spatiotemporal Encounters in Historical Movement Data
Peter Bak, Mattias Marder, Sivan Harary, Avi Yaeli, Harold J Ship
Computer Graphics Forum, pp. 915--924, Blackwell Publishing Ltd, 2012


2011

Automated analytical methods to support visual exploration of high-dimensional data
Tatu, Andrada and Albuquerque, Georgia and Eisemann, Martin and Bak, Peter and Theisel, Holger and Magnor, Marcus and Keim, Daniel
Visualization and Computer Graphics, IEEE Transactions on 17(5), 584--597, IEEE, 2011

Automated analytical methods to support visual exploration of high-dimensional data
Tatu, Andrada and Albuquerque, Georgia and Eisemann, Martin and Bak, Peter and Theisel, Holger and Magnor, Marcus and Keim, Daniel
Visualization and Computer Graphics, IEEE Transactions on 17(5), 584--597, IEEE, 2011

Exploration through enrichment: a visual analytics approach for animal movement
Spretke, David and Bak, Peter and Janetzko, Halldor and Kranstauber, Bart and Mansmann, Florian and Davidson, Sarah
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 421--424, 2011

A conceptual framework and taxonomy of techniques for analyzing movement
Andrienko, Gennady and Andrienko, Nathaliya and Bak, Peter and Keim, Daniel and Kisilevich, Slava and Wrobel, Stefan
Journal of Visual Languages & Computing 22(3), 213--232, Elsevier, 2011

Flowstrates: An Approach for Visual Exploration of Temporal Origin-Destination Data
Boyandin, Ilya and Bertini, Enrico and Bak, Peter and Lalanne, Denis
Computer Graphics Forum, pp. 971--980, 2011

Flowstrates: An Approach for Visual Exploration of Temporal Origin-Destination Data
Boyandin, Ilya and Bertini, Enrico and Bak, Peter and Lalanne, Denis
Computer Graphics Forum, pp. 971--980, 2011

Exploration through enrichment: a visual analytics approach for animal movement
David Spretke, Peter Bak, Halldor Janetzko, Bart Kranstauber, Florian Mansmann, Sarah Davidson
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 421--424, 2011

A conceptual framework and taxonomy of techniques for analyzing movement
Gennady Andrienko, Nathaliya Andrienko, Peter Bak, Daniel Keim, Slava Kisilevich, Stefan Wrobel
Journal of Visual Languages \& Computing 22(3), 213--232, Academic Press, 2011

Flowstrates: An Approach for Visual Exploration of Temporal Origin-Destination Data
Ilya Boyandin, Enrico Bertini, Peter Bak, Denis Lalanne
Computer Graphics Forum, pp. 971--980, Wiley Online Library, 2011

Automated analytical methods to support visual exploration of high-dimensional data
Andrada Tatu, Georgia Albuquerque, Martin Eisemann, Peter Bak, Holger Theisel, Marcus Magnor, Daniel Keim
Visualization and Computer Graphics, IEEE Transactions on 17(5), 584--597, IEEE, 2011

The effect of user characteristics on the efficiency of visual querying
Peter Bak, Joachim Meyer
Behaviour \& Information Technology 30(6), 809--819, Taylor \& Francis, 2011
Abstract


2010

Advanced visual analytics interfaces
Keim, Daniel A and Bak, Peter and Bertini, Enrico and Oelke, Daniela and Spretke, David and Ziegler, Hartmut
Proceedings of the International Conference on Advanced Visual Interfaces, pp. 3--10, 2010

Visual analytics of urban environments using high-resolution geographic data
Bak, Peter and Omer, Itzhak and Schreck, Tobias
2010 - Springer, Springer

Consonant co-occurrence in stems across languages: Automatic analysis and visualization of a phonotactic constraint
Mayer, Thomas and Rohrdantz, Christian and Plank, Frans and Bak, Peter and Butt, Miriam and Keim, Daniel A
Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground, pp. 70--78

Where Would You Go on Your Next Vacation?: A Framework for Visual Exploration of Attractive Places
Kisilevich, Slava and Mansmann, Florian and Bak, Peter and Keim, Daniel A and Tchaikin, Alexander
2010 - kops.uni-konstanz.de

Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data
Tatu, Andrada and Bak, Peter and Bertini, Enrico and Keim, Daniel and Schneidewind, Joern
Proceedings of the International Conference on Advanced Visual Interfaces, pp. 49--56, 2010

Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns
Andrienko, Gennady and Andrienko, Natalia and Bremm, Sebastian and Schreck, Tobias and Von Landesberger, Tatiana and Bak, Peter and Keim, Daniel
Computer Graphics Forum, pp. 913--922, 2010

Methods for Interactive Exploration of Large-Scale News Streams
A Daniel, Milo\v{s} KRSTAJIC, BAK Peter, Daniela OELKE, Florian MANSMANN
Web Intelligence and Security: Advances in Data and Text Mining Techniques for Detecting and Preventing Terrorist Activities on the Web27, 139, IOS Press, Incorporated, 2010

Methods for Interactive Exploration of Large-Scale News Streams.
Daniel A Keim, Milos Krstajic, Peter Bak, Daniela Oelke, Florian Mansmann
2010

User settings of cue thresholds for binary categorization decisions.
Assaf Botzer, Joachim Meyer, Peter Bak, Yisrael Parmet
Journal of Experimental Psychology: Applied 16(1), 1, American Psychological Association, 2010

Applied Visual Exploration on Real-time News Feeds using Polarity and Geo-spatial Analysis.
Milos Krstajic, Peter Bak, Daniela Oelke, Daniel A Keim, Martin Atkinson, William Ribarsky
WEBIST (1), pp. 263--268, 2010

Using space--time visual analytic methods for exploring the dynamics of ethnic groups' residential patterns
Itzhak Omer, Peter Bak, Tobias Schreck
International Journal of Geographical Information Science 24(10), 1481--1496, Taylor \& Francis, 2010

A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage
Gennady Andrienko, Natalia Andrienko, Peter Bak, Sebastian Bremm, Daniel Keim, Tatiana von Landesberger, Christian P\"olitz, Tobias Schreck
Journal of Location Based Services 4(3-4), 200--221, Taylor \& Francis, 2010

Visuelle Bewegungsanalyse in Video-und Geodaten
Daniel Weiskopf, Gennady Andrienko, Natalia Andrienko, Peter Bak
Informatik-Spektrum 33(6), 580--588, Springer-Verlag, 2010

UNIKN-ArmsDealingVis-MC1 VAST 2010 Challenge
Mohammad Najm-Araghi, Sergey Pulnikov, Peter Bak
IEEE Vis - VAST Challenge, 2010

Visual analytics of a pandemic spread: VAST 2010 Mini Challenge 2 award: Thorough description of analytic process
Andrada Astefanoaie, Rodica Bozianij, Marc Broghammer, Roland Jungnickel, Christian Rohrdantz, J\"urgen Schniertshauer, David Spretke, Peter Bak
Visual Analytics Science and Technology (VAST), 2010 IEEE Symposium on, pp. 277--278

Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data
Andrada Tatu, Peter Bak, Enrico Bertini, Daniel Keim, Joern Schneidewind
Proceedings of the International Conference on Advanced Visual Interfaces, pp. 49--56, 2010

Consonant co-occurrence in stems across languages: Automatic analysis and visualization of a phonotactic constraint
Thomas Mayer, Christian Rohrdantz, Frans Plank, Peter Bak, Miriam Butt, Daniel A Keim
Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground, pp. 70--78

Where would you go on your next vacation? A framework for visual exploration of attractive places
Slava Kisilevich, Florian Mansmann, Peter Bak, Daniel Keim, Alexander Tchaikin
Advanced Geographic Information Systems, Applications, and Services (GEOPROCESSING), 2010 Second International Conference on, pp. 21--26

Advanced visual analytics interfaces
Daniel A Keim, Peter Bak, Enrico Bertini, Daniela Oelke, David Spretke, Hartmut Ziegler
Proceedings of the International Conference on Advanced Visual Interfaces, pp. 3--10, The Association for Computing Machinery, Inc. (ACM), 2010
Abstract

Visual analytics of urban environments using high-resolution geographic data
Peter Bak, Itzhak Omer, Tobias Schreck
Geospatial thinking, pp. 25--42, Springer Berlin Heidelberg, 2010
Abstract

Automated Visual Analysis Methods for an Effective Exploration of High-Dimensional Data
Andrada Tatu, Georgia Albuquerque, Martin Eisemann, Peter Bak, Holger Theisel, Marcus Magnor, Daniel A Keim
IEEE Transactions on Visualization and Computer Graphics (TVCG), to appear, 2010
Abstract

Using space-time visual analytic methods for exploring the dynamics of ethnic groups' residential patterns
Itzhak Omer, Peter Bak, Tobias Schreck
International Journal of Geographical Information Science (IJGIS), 2010
Abstract   A special issue on data-intensive geospatial computing

Generalized scatter plots
Daniel A Keim, Ming C Hao, Umeshwar Dayal, Halldor Janetzko, Peter Bak
Information Visualization 9(4), 301--311, SAGE Publications, 2010
Abstract   2009/12/24/online

Analyzing Spatio-temporal Patterns of Mobile Phone Calls With Self-Organizing Maps
Gennady Andrienko, Natalia Andrienko, Peter Bak, Sebastian Bremm, Daniel A Keim, Tatiana Landesberger von, Christian Poelitz
Journal of Location Based Services (JLBS), 2010
Abstract

Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns
Gennady Andrienko, Natalia Andrienko, Sebastian Bremm, Tobias Schreck, Tatiana Von Landesberger, Peter Bak, Daniel Keim
Computer Graphics Forum, pp. 913--922, Wiley Online Library, 2010


2009

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos)
Andrienko, Gennady and Andrienko, Natalia and Bak, Peter and Kisilevich, Slava and Keim, Daniel
Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems, pp. 540--541, 2009

Integrative visual analytics for suspicious behavior detection
Bak, Peter and Koch, Stefan and Rohrdantz, Christian and Butscher, Simon and Leifert, Svenja and Jungk, Patrick and Granacher, Christoph and Keim, Daniel A
2009 - kops.uni-konstanz.de

Analysis of community-contributed space-and time-referenced data (example of flickr and panoramio photos)
Andrienko, Gennady and Andrienko, Natalia and Bak, Peter and Kisilevich, Slava and Keim, Daniel A
2009 - kops.uni-konstanz.de

Dense pixel displays
Daniel A Keim, Peter Bak, Matthias Sch\"afer
Encyclopedia of Database Systems, pp. 789--795, Springer US, 2009

Analysis of community-contributed space-and time-referenced data (example of flickr photos)
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel A Keim
Bibliothek der Universit\"at Konstanz, 2009

Northern lights maps: Spatiotemporal exploration of mice movement
Halldor Janetzko, Florian Mansmann, Peter Bak, Daniel A Keim
Bibliothek der Universit\"at Konstanz, 2009

Analysis of community-contributed space-and time-referenced data by example of Panoramio photos
Daniel A Keim, Peter Bak, Slava Kisilevich, Natalia Andrienko, Gennady Andrienko
Bibliothek der Universit\"at Konstanz, 2009

Analysis of community-contributed space-and time-referenced data (example of flickr and panoramio photos)
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
Visual Analytics Science and Technology, 2009. VAST 2009. IEEE Symposium on, pp. 213--214

Density equalizing distortion of large geographic point sets
Peter Bak, Matthias Schaefer, Andreas Stoffel, Daniel A Keim, Itzhak Omer
Cartography and Geographic Information Science 36(3), 237--250, Bibliothek der Universit\"at Konstanz, 2009

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos)
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
Proceedings of the 17th ACM SIGSPATIAL international conference on advances in geographic information systems, pp. 540--541, 2009

Integrative Visual Analytics for Suspicious Behavior Detection
Good Analytic Debrief, Peter Bak, Christian Rohrdantzt, Stefan Koch, Simon Butscher'i
Visual Analytics Science and Technology, 2009. VAST 2009. IEEE Symposium on, pp. 253--254
Abstract   Challenge Awards

Spatiotemporal analysis of sensor logs using growth ring maps
Peter Bak, Florian Mansmann, Halldor Janetzko, Daniel A Keim
Visualization and Computer Graphics, IEEE Transactions on 15(6), 913--920, IEEE, 2009
Abstract


2008

Visual evaluation of text features for document summarization and analysis
Oelke, Daniela and Bak, Peter and Keim, Daniel A and Last, Mark and Danon, Guy
2008 - kops.uni-konstanz.de

Visual analytics using density equalizing geographic distortion
Peter Bak, Daniel A Keim, Matthias Sch\"afer, Andreas Stoffel, Itzhak Omer
Bibliothek der Universit\"at Konstanz, 2008

How to use interaction logs effectively for usability evaluation
Jens Gerken, Peter Bak, Hans-Christian Jetter, Daniel Klinkhammer, Harald Reiterer
Bibliothek der Universit\"at Konstanz, 2008

Visual evaluation of text features for document summarization and analysis
Daniela Oelke, Peter Bak, Daniel A Keim, Mark Last, Guy Danon
Visual Analytics Science and Technology, 2008. VAST'08. IEEE Symposium on, pp. 75--82


2007

Longitudinal evaluation methods in human-computer studies and visual analytics
Gerken, Jens and Bak, Peter and Reiterer, Harald
2007 - kops.uni-konstanz.de

Human Factors in Visual Data Mining
Peter Bak
Ph.D. Thesis, 2007

Longitudinal evaluation methods in human-computer studies and visual analytics
Jens Gerken, Peter Bak, Harald Reiterer
Bibliothek der Universit\"at Konstanz, 2007


2005

Visualization and Data Analysis 2005 (Proceedings Volume)
Mengxia Zhu, Qishi Wu, Nageswara SV Rao, S Sitharama Iyengar, Parthasarathy Krishnaswamy, Stephen G Eick, Robert L Grossman, Yingxin Wu, Masahiro Takatsuka, Karljohan E Lundin, others
2005

Effects of cognitive styles and data characteristics on visual data mining
Peter Bak, Joachim Meyer
Proc. SPIE5669, 77--86, 2005

Cognitive style and zooming in interactive visual data analyses
Peter Bak, Shalhevet Abergil, Ofer Ittelman, Joachim Meyer
3rd Annual SIGDSS Pre-ICIS Workshop on Decision Support Systems11, 2005


2004

Demo paper: Analysis of community-contributed space-and time-referenced data (example of Panoramio photos)
Gennady Andrienko, Natalia Andrienko, Peter Bak, Slava Kisilevich, Daniel Keim
2004


2001

Automatic attention to stimuli signalling chances and dangers: Moderating effects of positive and negative goal and action contexts
Rothermund, Klaus and Wentura, Dirk and Bak, Peter M
Cognition & Emotion 15(2), 231--248, Taylor & Francis, 2001


Year Unknown

VIS Conference Committee
John Stasko, Matthew Ward, Chris Weaver, Rachael Brady, Jessie Kennedy, Jos Roerdink, David Rogers, Claudio Silva, Gautam Chaudhary, Jason Dykes, others
0

VisWeek General Chairs
Richard May, William Pike, Pak Chung Wong, Jonathan C Roberts, Gautam Chaudhary, Rachael Brady, Giuseppe Santucci, Matthew Ward, VisWeek Poster, Remco Chang, others
0