Peter Bak

Orcid: 0000-0002-2639-3012

According to our database1, Peter Bak authored at least 53 papers between 2005 and 2022.

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Bibliography

2022
Movie emotion map: an interactive tool for exploring movies according to their emotional signature.
Multim. Tools Appl., 2022

2019
A discriminative approach for finding and characterizing positivity violations using decision trees.
CoRR, 2019

An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference.
CoRR, 2019

Multivariate anomaly detection for ensuring data quality of dendrometer sensor networks.
Comput. Electron. Agric., 2019

Comparative Evaluation of Node-Link and Sankey Diagrams for the Cyber Security Domain.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

2018
Dense Pixel Displays.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

2017
Time-Ray Maps: Visualization of Spatial and Temporal Evolution of News Stories.
Proceedings of the 19th Eurographics Conference on Visualization, 2017

A Data-Driven Decision-Support Tool for Population Health Policies.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Visualizing Spatial-Temporal Evaluation of News Stories.
Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

2016
Off the Radar: Comparative Evaluation of Radial Visualization Solutions for Composite Indicators.
IEEE Trans. Vis. Comput. Graph., 2016

Analysis and Comparison of Feature-Based Patterns in Urban Street Networks.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2016

StreetExplorer: Visual Exploration of Feature-based Patterns in Urban Street Networks.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Static vs. Dynamic Time Mapping in Radial Composite Indicator Visualization.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016

2015
Visual analytics for movement behavior in traffic and transportation.
IBM J. Res. Dev., 2015

Location and Context-Based Microservices for Mobile and Internet of Things Workloads.
Proceedings of the 2015 IEEE International Conference on Mobile Services, MS 2015, New York City, NY, USA, June 27, 2015

What You See Is What You Do: Applying Ecological Interface Design to Visual Analytics.
Proceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference (EDBT/ICDT), 2015

2014
Understanding customer behavior using indoor location analysis and visualization.
IBM J. Res. Dev., 2014

Visualizing Proximity-Based Spatiotemporal Behavior of Museum Visitors using Tangram Diagrams.
Comput. Graph. Forum, 2014

A reference web architecture and patterns for real-time visual analytics on large streaming data.
Proceedings of the Visualization and Data Analysis 2014, 2014

Enabling Location-Based Services 2.0: Challenges and Opportunities.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

2013
Visual Analytics for Spatial Clustering: Using a Heuristic Approach for Guided Exploration.
IEEE Trans. Vis. Comput. Graph., 2013

HealthGIS 2012 workshop report: the First ACM SIGSPATIAL International Workshop on the Use of GIS in Public Health.
ACM SIGSPATIAL Special, 2013

Evaluation of Irreversible Compression Ratios for Medical Images Thin Slice CT and Update of Canadian Association of Radiologists (CAR) Guidelines.
J. Digit. Imaging, 2013

A Visual Analytics Approach for Assessing Pedestrian Friendliness of Urban Environments.
Proceedings of the Geographic Information Science at the Heart of Europe, 2013

Visual Analytics of Movement.
Springer, ISBN: 978-3-642-37582-8, 2013

2012
Scalable Detection of Spatiotemporal Encounters in Historical Movement Data.
Comput. Graph. Forum, 2012

Algorithmic and visual analysis of spatiotemporal stops in movement data.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
A conceptual framework and taxonomy of techniques for analyzing movement.
J. Vis. Lang. Comput., 2011

Automated Analytical Methods to Support Visual Exploration of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph., 2011

Flowstrates: An Approach for Visual Exploration of Temporal Origin-Destination Data.
Comput. Graph. Forum, 2011

The effect of user characteristics on the efficiency of visual querying.
Behav. Inf. Technol., 2011

Exploration through enrichment: a visual analytics approach for animal movement.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Methods for Interactive Exploration of Large-Scale News Streams.
Proceedings of the Web Intelligence and Security, 2010

A framework for using self-organising maps to analyse spatio-temporal patterns, exemplified by analysis of mobile phone usage.
J. Locat. Based Serv., 2010

Letter to the Editor Re: PanCanadian Evaluation of Irreversible Compression Ratios ("Lossy" Compression) for Development of National Guidelines.
J. Digit. Imaging, 2010

Generalized scatter plots.
Inf. Vis., 2010

Visuelle Bewegungsanalyse in Video- und Geodaten.
Inform. Spektrum, 2010

Using space-time visual analytic methods for exploring the dynamics of ethnic groups' residential patterns.
Int. J. Geogr. Inf. Sci., 2010

Space-in-Time and Time-in-Space Self-Organizing Maps for Exploring Spatiotemporal Patterns.
Comput. Graph. Forum, 2010

Applied Visual Exploration on Real-time News Feeds using Polarity and Geo-spatial Analysis.
Proceedings of the WEBIST 2010, 2010

Visual analytics of a pandemic spread: VAST 2010 Mini Challenge 2 award: Thorough description of analytic process.
Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Visual quality metrics and human perception: an initial study on 2D projections of large multidimensional data.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

Advanced visual analytics interfaces.
Proceedings of the International Conference on Advanced Visual Interfaces, 2010

Visual Analytics of Urban Environments using High-Resolution Geographic Data.
Proceedings of the Geospatial Thinking, 2010

2009
Dense Pixel Displays.
Proceedings of the Encyclopedia of Database Systems, 2009

Spatiotemporal Analysis of Sensor Logs using Growth Ring Maps.
IEEE Trans. Vis. Comput. Graph., 2009

Pan-Canadian Evaluation of Irreversible Compression Ratios ("Lossy" Compression) for Development of National Guidelines.
J. Digit. Imaging, 2009

Analysis of Community-contributed Space- and Timereferenced Data by Example of Panoramio Photos.
Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

Integrative visual analytics for suspicious behavior detection.
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Analysis of community-contributed space- and time-referenced data (example of flickr and panoramio photos).
Proceedings of the 4th IEEE Symposium on Visual Analytics Science and Technology, 2009

Analysis of community-contributed space-and time-referenced data (example of Panoramio photos).
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

2008
Visual evaluation of text features for document summarization and analysis.
Proceedings of the 3rd IEEE Symposium on Visual Analytics Science and Technology, 2008

2005
Effects of cognitive styles and data characteristics on visual data mining.
Proceedings of the Visualization and Data Analysis 2005, 2005


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