Advances in knowledge discovery and data mining : 9th Pacific-Asia conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005 ; proceedings / Tu Bao Ho, David Cheung, Huan Liu (eds.).

By: (9th : Pacific-Asia Conference on Knowledge Discovery and Data Mining (9th : 2005 : Hanoi, Vietnam)
Contributor(s): Ho, Tu Bao | Cheung, David, 1949- | Liu, Huan, 1958-
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 3518.; Lecture notes in computer science: Publisher: Berlin : Springer, 2005Description: 1 online resource (xxi, 864 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540319351; 3540319352; 3540260765; 9783540260769Other title: PAKDD 2005Subject(s): Database management -- Congresses | Database searching -- Congresses | Data mining -- Congresses | Bases de données -- Gestion -- Congrès | Bases de données -- Interrogation -- Congrès | Exploration de données (Informatique) -- Congrès | COMPUTERS -- Desktop Applications -- Databases | COMPUTERS -- Database Management -- General | COMPUTERS -- System Administration -- Storage & Retrieval | Informatique | Data mining | Database management | Database searching | Data Mining | Wissensextraktion | Hanoi (2005) | gegevensverwerking | data processing | computertechnieken | computer techniques | informatieontsluiting | information retrieval | informatieopslag | information storage | informatiesystemen | information systems | massamedia | mass media | waarschijnlijkheid | probability | statistiek | statistics | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | databasebeheer | database management | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Conference papers and proceedings. | Kongress. Additional physical formats: Print version:: Advances in knowledge discovery and data mining.DDC classification: 005.74 LOC classification: QA76.9.D3 | P17 2005Other classification: SS 4800 | 004 | DAT 703f | DAT 620f Online resources: Click here to access online
Contents:
Keynote Speech and Invited Talks -- Theoretic Foundations -- Association Rules -- Biomedical Domains -- Classification and Ranking -- Clustering -- Dynamic Data Mining -- Graphic Model Discovery -- High Dimensional Data -- Integration of Data Warehousing -- Knowledge Management -- Machine Learning Methods -- Novel Algorithms -- Spatial Data -- Temporal Data -- Text and Web Data Mining.
Summary: Annotation This book constitutes the refereed proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining., PAKDD 2005, held in Hanoi, Vietnam, in May 2005. The 48 revised full papers and 49 revised short papers presented together with abstracts or extended abstracts of 3 invited talks were carefully reviewed and selected from 327 submissions. The papers are organized in topical sections on theoretical foundations, association rules, biomedical domains, classification and ranking, clustering, dynamic data mining, graphical model discovery, high dimensional data, integration of data warehousing, knowledge management, machine learning, novel algorithms, spatial data, temporal data, and text and Web data mining.
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Includes bibliographical references and index.

Annotation This book constitutes the refereed proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining., PAKDD 2005, held in Hanoi, Vietnam, in May 2005. The 48 revised full papers and 49 revised short papers presented together with abstracts or extended abstracts of 3 invited talks were carefully reviewed and selected from 327 submissions. The papers are organized in topical sections on theoretical foundations, association rules, biomedical domains, classification and ranking, clustering, dynamic data mining, graphical model discovery, high dimensional data, integration of data warehousing, knowledge management, machine learning, novel algorithms, spatial data, temporal data, and text and Web data mining.

Print version record.

Keynote Speech and Invited Talks -- Theoretic Foundations -- Association Rules -- Biomedical Domains -- Classification and Ranking -- Clustering -- Dynamic Data Mining -- Graphic Model Discovery -- High Dimensional Data -- Integration of Data Warehousing -- Knowledge Management -- Machine Learning Methods -- Novel Algorithms -- Spatial Data -- Temporal Data -- Text and Web Data Mining.

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