IBM Interactive Maps Technology       


Peter Bak photoReginald Eugene Bryant photo Michael Heller photo Harold Ship photo photo

IBM Interactive Maps Technology Publications


Automatic detection of anomalies in graphs
Yaara Goldschmidt, Ofer Lavi, Matan Ninio



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)

Vijay Ekambaram, Vikrant Nandakumar, Vikas Joshi and Ramasuri Narayanam


Visual Analytics Focusing on Space
Gennady Andrienko, Natalia Andrienko, Peter Bak, Daniel Keim, Stefan Wrobel
Visual Analytics of Movement, pp. 253--305, Springer Berlin Heidelberg, 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

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

Actionable Analytics for Massive Clickstream Data
Michel Speiser
Ph.D. thesis, ETH Zurich, 2013


Map matching with hidden Markov model on sampled road network
Rudy Raymond, Tetsuro Morimura, Takayuki Osogami, Noriaki Hirosue
Pattern Recognition (ICPR), 2012 21st International Conference on, pp. 2242--2245

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

Spatial Representation of Temporal Value Distributions
Peter Bak, Asaf Shaar, Harold-Jeff Ship, Avi Yaeli
US Patent App. 13/345,717


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

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

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


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 by example of Panoramio photos
Daniel A Keim, Peter Bak, Slava Kisilevich, Natalia Andrienko, Gennady Andrienko
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


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


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