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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

  • Takashi Washio
  • Jun Luo

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7769)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7769)

Table of contents

  1. Front Matter
  2. Viktor Gál, Illés Solt, Etienne Kerre, Mike Nachtegael
    Pages 1-10
  3. Didier Breton, Sandra Bringay, François Marques, Pascal Poncelet, Mathieu Roche
    Pages 11-21
  4. Jochen De Weerdt, Filip Caron, Jan Vanthienen, Bart Baesens
    Pages 22-35
  5. Reid A. Johnson, Yang Yang, Everaldo Aguiar, Andrew Rider, Nitesh V. Chawla
    Pages 36-46
  6. Chunju Zhang, Xueying Zhang, Chaoli Du
    Pages 47-56
  7. José M. Perea-Ortega, Miguel A. García-Cumbreras, L. Alfonso Ureña-López
    Pages 57-69
  8. João M. M. Duarte, Ana L. N. Fred, F. Jorge F. Duarte
    Pages 70-87
  9. Yong Liu, Shizhong Liao
    Pages 88-99
  10. Hongwu Qin, Xiuqin Ma, Tutut Herawan, Jasni Mohamad Zain
    Pages 100-111
  11. Nurul F. Zulkurnain, David J. Haglin, John A. Keane
    Pages 141-156
  12. Back Matter

Other volumes

  1. 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012, Proceedings, Part I
  2. 16th Pacific-Asia Conference, PAKDD 2012, Kuala Lumpur, Malaysia, May 29 – June 1, 2012, Proceedings, Part II
  3. 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

About these proceedings

Introduction

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.

Keywords

classification health informatics information retrieval machine learning process mining

Editors and affiliations

  • Takashi Washio
    • 1
  • Jun Luo
    • 2
  1. 1.ISIROsaka UniversityIbarakiJapan
  2. 2.Shenzhen Institutes of Advanced TechnologyChinese Academy of SciencesShenzhenChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-36778-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-36777-9
  • Online ISBN 978-3-642-36778-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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