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Author Pacific-Asia Conference on Knowledge Discovery and Data Mining (2012 : Kuala Lumpur, Malaysia)

Title 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 (eds.)
Published Berlin ; New York : Springer, ©2013


Description 1 online resource (xii, 156 pages) : illustrations
Series Lecture notes in artificial intelligence ; 7769
LNCS sublibrary. SL 7, Artificial intelligence
Lecture notes in computer science. Lecture notes in artificial intelligence ; 7769
LNCS sublibrary. SL 7, Artificial intelligence
Contents Modality Classification for Medical Images Using Sparse Coded Affine-Invariant Descriptors / Viktor Gál, Illés Solt, Etienne Kerre -- Mining Web Data for Epidemiological Surveillance / Didier Breton, Sandra Bringay -- Getting a Grasp on Clinical Pathway Data: An Approach Based on Process Mining / Jochen De Weerdt, Filip Caron -- ALIVE: A Multi-relational Link Prediction Environment for the Healthcare Domain / Reid A. Johnson, Yang Yang, Everaldo Aguiar -- The Relevance of Spatial Relation Terms and Geographical Feature Types / Chunju Zhang, Xueying Zhang, Chaoli Du -- Applying NLP Techniques for Query Reformulation to Information Retrieval with Geographical References / José M. Perea-Ortega -- Adaptive Evidence Accumulation Clustering Using the Confidence of the Objects' Assignments / João M.M. Duarte, Ana L.N. Fred -- An Explicit Description of the Extended Gaussian Kernel / Yong Liu, Shizhong Liao -- An Improved Genetic Clustering Algorithm for Categorical Data / Hongwu Qin, Xiuqin Ma, Tutut Herawan -- Instance-Ranking: A New Perspective to Consider the Instance Dependency for Classification / Xin Xia, Xiaohu Yang, Shanping Li, Chao Wu -- Triangular Kernel Nearest-Neighbor-Based Clustering Algorithm for Discovering True Clusters / Aina Musdholifah, Siti Zaiton Mohd Hashim -- DisClose: Discovering Colossal Closed Itemsets via a Memory Efficient Compact Row-Tree / Nurul F. Zulkurnain, David J. Haglin
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
Analysis Computer science
Medical records -- Data processing
Data mining
Information storage and retrieval systems
Artificial intelligence
Health Informatics
Information Storage and Retrieval
Information Systems Applications (incl. Internet)
computer sciences
information systems
information retrieval
information storage
kunstmatige intelligentie
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes author index
Notes Print version record
Subject Data mining -- Congresses
Data mining.
Data Mining
Data mining.
Genre/Form Electronic books
Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Washio, Takashi, 1960- editor
Luo, Jun, editor
DMHM 2012 (2012 : Kuala Lumpur, Malaysia)
Multi-View Data, High Dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (Workshop) (2012 : Kuala Lumpur, Malaysia)
Geospatial Information and Documents (Workshop) (2012 : Kuala Lumpur, Malaysia)
Doctoral Symposium on Data Mining (2nd : 2012 : Kuala Lumpur, Malaysia)
ISBN 9783642367786
Other Titles PAKDD 2012
DMHM 2012
GeoDoc 2012
3Clust 2012
DSDM 2012