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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 / edited by Takashi Washio, Jun Luo.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 7769
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 7769
- Language:
- English
- Subjects (All):
- Data mining.
- Artificial intelligence.
- Medical informatics.
- Information storage and retrieval systems.
- Application software.
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Health Informatics.
- Information Storage and Retrieval.
- Computer and Information Systems Applications.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Artificial Intelligence.
- Health Informatics.
- Information Storage and Retrieval.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XII, 157 pages) : 49 illustrations
- Edition:
- 1st ed. 2013.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
- System Details:
- text file PDF
- Summary:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-642-36778-6
- 9783642367786
- Access Restriction:
- Restricted for use by site license.
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