| Description |
1 online resource (xii, 156 pages) : illustrations |
| Series |
Lecture notes in artificial intelligence ; 7769 |
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LNCS sublibrary. SL 7, Artificial intelligence |
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Lecture notes in computer science. Lecture notes in artificial intelligence ; 7769.
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LNCS sublibrary. SL 7, Artificial intelligence.
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| 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 |
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Medical records -- Data processing |
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Data mining |
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Information storage and retrieval systems |
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Artificial intelligence |
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Health Informatics |
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Information Storage and Retrieval |
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Information Systems Applications (incl. Internet) |
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computerwetenschappen |
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computer sciences |
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informatiesystemen |
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information systems |
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internet |
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informatieontsluiting |
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information retrieval |
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informatieopslag |
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information storage |
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kunstmatige intelligentie |
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gezondheid |
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health |
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informatica |
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informatics |
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datamining |
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Information and Communication Technology (General) |
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Informatie- en communicatietechnologie (algemeen) |
| Bibliography |
Includes author index |
| Notes |
English |
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Print version record |
| In |
Springer eBooks |
| Subject |
Data mining -- Congresses
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Data mining.
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Artificial intelligence.
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Data Mining
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Artificial Intelligence
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artificial intelligence.
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Data mining
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Washio, Takashi, 1960- editor.
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Luo, Jun, editor
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DMHM 2012 (2012 : Kuala Lumpur, Malaysia)
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Multi-View Data, High Dimensionality, External Knowledge: Striving for a Unified Approach to Clustering (Workshop) (2012 : Kuala Lumpur, Malaysia)
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Geospatial Information and Documents (Workshop) (2012 : Kuala Lumpur, Malaysia)
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Doctoral Symposium on Data Mining (2nd : 2012 : Kuala Lumpur, Malaysia)
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| ISBN |
9783642367786 |
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364236778X |
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3642367771 |
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9783642367779 |
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