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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 S...
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| Titel: | 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/ edited by Takashi Washio, Jun Luo |
| Format: | E-Book Konferenzbericht |
| Sprache: | Englisch |
| veröffentlicht: |
Berlin, Heidelberg
Springer
2013
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| Gesamtaufnahme: |
SpringerLink Lecture notes in computer science ; 7769 |
| Schlagwörter: | |
| Buchausg. u.d.T.: | Emerging trends in knowledge discovery and data mining, Berlin : Springer, 2013, XII, 156 S. |
| Quelle: | Verbunddaten SWB |
| Zugangsinformationen: | Elektronischer Volltext - Campuslizenz |
| Zusammenfassung: | 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. |
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| Umfang: | Online-Ressource (XII, 157 p. 49 illus, digital) |
| ISBN: |
9783642367786
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| DOI: | 10.1007/978-3-642-36778-6 |