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  A Case of Visual and Interactive Data Analysis: Geospatial Redescription Mining

Galbrun, E., & Miettinen, P. (2012). A Case of Visual and Interactive Data Analysis: Geospatial Redescription Mining. In ECML PKDD 2012 Workshop on Instant Interactive Data Mining (pp. 1-12). Antwerp, Belgium. Retrieved from http://adrem.ua.ac.be/iid2012/papers/galbrun_miettinen-visual_and_interactive_geospatial_redescription_mining.pdf.

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 Creators:
Galbrun, Esther1, Author           
Miettinen, Pauli1, Author           
Affiliations:
1Databases and Information Systems, MPI for Informatics, Max Planck Society, ou_24018              

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 Abstract: We present a method for visual and interactive geospatial redescription mining. The goal of geospatial redescription mining is to characterize geospatial areas using two different descriptions, such as their bioclimatic features and fauna. Indeed, one application of geospa- tial redescription mining is finding bioclimatic niches, i.e. explaining the distribution of species using their bioclimatic envelope. Allowing users to find the geospatial redescriptions in an interactive way, and to see the results in clear visualizations, is fundamental for the ap- plicability of the method. We present several goals we think a good in- teractive and visual redescription mining method should fulfil, and we explain how our proposed method achieves (most of) them. Finally, we also discuss some open problems in interactive redescription mining.

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Language(s): eng - English
 Dates: 2012
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: eDoc: 647533
URI: http://adrem.ua.ac.be/iid2012/papers/galbrun_miettinen-visual_and_interactive_geospatial_redescription_mining.pdf
Other: Local-ID: C1256DBF005F876D-0468E8CE7C5F550BC1257AF3003CFE4C-galbrun12case
BibTex Citekey: galbrun12case
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Title: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
Place of Event: Bristol, UK
Start-/End Date: 2012-09-24 - 2012-09-24

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Title: ECML PKDD 2012 Workshop on Instant Interactive Data Mining
  Abbreviation : ECML PKDD 2012
Source Genre: Proceedings
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Publ. Info: Antwerp, Belgium
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1 - 12 Identifier: -