Lecture Notes in Artificial Intelligence

Emerging Trends in Knowledge Discovery and Data Mining

PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29 -- June 1, 2012, Revised Selected Papers

Editors: Washio, Takashi, Luo, Jun (Eds.)

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About this book

This book constitutes the thoroughly refereed proceedings of the PAKDD 2012 International Workshops: Third Workshop on Data Mining for Healthcare Management (DMHM 2012), First Workshop on Geospatial Information and Documents (GeoDoc 2012), First Workshop on Multi-view data, High-dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (3Clust 2012), and the Second Doctoral Symposium on Data Mining (DSDM 2012); held in conjunction with the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), in Kuala Lumpur, Malaysia, May/June 2012.
The 12 revised papers presented were carefully reviewed and selected from numerous submissions. DMHM 2012 aimed at providing a common platform for the discussion of challenging issues and potential techniques in this emerging field of data mining for health care management; 3Clust 2012 focused on solving emerging problems such as clustering ensembles, semi-supervised clustering, subspace/projective clustering, co-clustering, and multi-view clustering; GeoDoc 2012 highlighted the formalization of geospatial concepts and relationships with a focus on the extraction of geospatial relations in free text datasets to offer to the database community a unified framework for geodata discovery; and DSDM 2012 provided the opportunity for Ph.D. students and junior researchers to discuss their work on data mining foundations, techniques and applications.

Table of contents (12 chapters)

  • Modality Classification for Medical Images Using Sparse Coded Affine-Invariant Descriptors

    Gál, Viktor (et al.)

    Pages 1-10

  • Mining Web Data for Epidemiological Surveillance

    Breton, Didier (et al.)

    Pages 11-21

  • Getting a Grasp on Clinical Pathway Data: An Approach Based on Process Mining

    Weerdt, Jochen (et al.)

    Pages 22-35

  • ALIVE: A Multi-relational Link Prediction Environment for the Healthcare Domain

    Johnson, Reid A. (et al.)

    Pages 36-46

  • The Relevance of Spatial Relation Terms and Geographical Feature Types

    Zhang, Chunju (et al.)

    Pages 47-56

Buy this book

eBook $54.99
price for USA (gross)
  • ISBN 978-3-642-36778-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $72.00
price for USA
  • ISBN 978-3-642-36777-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Emerging Trends in Knowledge Discovery and Data Mining
Book Subtitle
PAKDD 2012 International Workshops: DMHM, GeoDoc, 3Clust, and DSDM, Kuala Lumpur, Malaysia, May 29 -- June 1, 2012, Revised Selected Papers
Editors
  • Takashi Washio
  • Jun Luo
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
7769
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-36778-6
DOI
10.1007/978-3-642-36778-6
Softcover ISBN
978-3-642-36777-9
Edition Number
1
Number of Pages
XII, 157
Number of Illustrations and Tables
49 b/w illustrations
Topics