Publications

 

Investigating and Reflecting on the Integration of Automatic Data Analysis and Visualization in Knowledge Discovery

Jan 15th, 2010 | By | Category: Publications

The aim of this work is to survey and reflect on the various ways visualization and data mining can be integrated to achieve effective knowledge discovery by involving the best of human and machine capabilities. Following a bottom-up bibliographic research approach, the article categorizes the observed techniques in classes, highlighting current trends, gaps, and potential future directions for research.



Foundation and Frontiers of Visual Analytics

Dec 18th, 2009 | By | Category: News, Publications

Pagrave-Macmillian has published a special issue of the Information Visualization journal on Foundation and Frontiers of Visual Analytics.

Guest Editors: Joe Kielman and Jim Thomas

Volume 8, Number 4, Winter 2009
http://palgrave-journals.com/ivs/



Challenges in Visual Data Analysis

Dec 16th, 2009 | By | Category: Publications

Daniel A. Keim and Florian Mansmann and Jörn Schneidewind and Hartmut Ziegler, Challenges in Visual Data Analysis, 2006, Information Visualization (IV 2006) ,Invited Paper, London, United Kingdom, Ieee Press, 2006, [bibtex]

@inproceedings{Keim-6,
  author = {Daniel A. Keim and Florian Mansmann and Jörn Schneidewind and Hartmut Ziegler},
  title = {Challenges in Visual Data Analysis},
  month = {July},
  year = {2006},
  note = {Information Visualization (IV 2006) ,Invited Paper, London, United Kingdom, Ieee Press, 2006},
}



Visual Analytics: Scope and Challenges

Dec 16th, 2009 | By | Category: Publications

Daniel A. Keim and Florian Mansmann and Jörn Schneidewind and Hartmut Ziegler and Jim Thomas, Visual Analytics: Scope and Challenges, 2008, Visual Data Mining: Theory, Techniques and Tools for Visual Analytics, Springer, Lecture Notes In Computer Science (lncs), [download], [bibtex]

@inproceedings{Keim-7,
  author = {Daniel A. Keim and Florian Mansmann and Jörn Schneidewind and Hartmut Ziegler and Jim Thomas},
  title = {Visual Analytics: Scope and Challenges},
  month = {December},
  year = {2008},
  note = {Visual Data Mining: Theory, Techniques and Tools for Visual Analytics, Springer, Lecture Notes In Computer Science (lncs)},
}



Visual Analytics: Combining Automated Discovery with Interactive Visualizations

Dec 16th, 2009 | By | Category: Publications

Daniel A. Keim and Florian Mansmann and Daniela Oelke and Hartmut Ziegler, Visual Analytics: Combining Automated Discovery with Interactive Visualizations, 2008, Discovery Science,pp. 2-14, ISBN 978-3-540-88410-1., [download], [bibtex]

@inproceedings{Keim-5,
  author = {Daniel A. Keim and Florian Mansmann and Daniela Oelke and Hartmut Ziegler},
  title = {Visual Analytics: Combining Automated Discovery with Interactive Visualizations},
  month = {December},
  year = {2008},
  note = {Discovery Science,pp. 2-14, ISBN 978-3-540-88410-1.},
}



Visual Analytics Challenges

Dec 16th, 2009 | By | Category: News, Publications

Daniel A. Keim and Joern Kohlhammer and Giuseppe Santucci and Florian Mansmann and Franz Wanner and Matthias Schaefer, Visual Analytics Challenges, 2009, pp.8, Echallenges 2009, Istanbul, Turkey, [download], [bibtex]

@inproceedings{Keim-1,
  author = {Daniel A. Keim and Joern Kohlhammer and Giuseppe Santucci and Florian Mansmann and Franz Wanner and Matthias Schaefer},
  title = {Visual Analytics Challenges},
  pages = {8},
  year = {2009},
  note = {Echallenges 2009, Istanbul, Turkey},
}



Geovisual Analytics for Self-Organizing Network Data

Dec 14th, 2009 | By | Category: Publications

VoSON (Visualization of Self-Organizing Network) is developed in close collaboration with our research telecom partner Ericsson and allows the operators to follow, interact with and analyze the evolution of a self-organizing network under the operation of an automatic algorithm such as ANR. VoSON increases comprehension of the behaviour of a self-organizing network and supports network [...]