Advances in knowledge discovery and data mining : 10th Pacific-Asia conference, PAKDD 2006, Singapore, April 9-12, 2006 : proceedings / Wee Keong Ng [and others] (eds.).

By: (10th : Pacific-Asia Conference on Knowledge Discovery and Data Mining (10th : 2006 : Singapore)
Contributor(s): Ng, Wee Keong
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 3918.; Lecture notes in computer science: Publisher: Berlin ; New York : Springer, ©2006Description: 1 online resource (xxiv, 879 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540332077; 3540332073; 3540332065; 9783540332060Other title: PAKDD 2006Subject(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 -- Enterprise Applications -- Business Intelligence Tools | COMPUTERS -- Intelligence (AI) & Semantics | Informatique | Data mining | Database management | Database searching | 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. Additional physical formats: Print version:: Advances in knowledge discovery and data mining.DDC classification: 005.7565 LOC classification: QA76.9.D3 | P17 2006Online resources: Click here to access online
Contents:
Keynote Speech -- Invited Speech -- Classification -- Ensemble Learning -- Ensemble Learning -- Support Vector Machines -- Text and Document Mining -- Web Mining -- Graph and Network Mining -- Association Rule Mining -- Bio-data Mining -- Outlier and Intrusion Detection -- Privacy -- Relational Database -- Multimedia Mining -- Stream Data Mining -- Temporal Data Mining -- Temporal Data Mining -- Innovative Applications.
Summary: The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is a leading international conference in the area of data mining and knowledge discovery. This year marks the tenth anniversary of the successful annual series of PAKDD conferences held in the Asia Pacific region. It was with pleasure that we hosted PAKDD 2006 in Singapore again, since the inaugural PAKDD conference was held in Singapore in 1997. PAKDD 2006 continues its tradition of providing an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all aspects of KDD data mining, including data cleaning, data warehousing, data mining techniques, knowledge visualization, and data mining applications. This year, we received 501 paper submissions from 38 countries and regions in Asia, Australasia, North America and Europe, of which we accepted 67 (13.4%) papers as regular papers and 33 (6.6%) papers as short papers. The distribution of the accepted papers was as follows: USA (17%), China (16%), Taiwan (10%), Australia (10%), Japan (7%), Korea (7%), Germany (6%), Canada (5%), Hong Kong (3%), Singapore (3%), New Zealand (3%), France (3%), UK (2%), and the rest from various countries in the Asia Pacific region.
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Includes bibliographical references and author index.

Print version record.

Keynote Speech -- Invited Speech -- Classification -- Ensemble Learning -- Ensemble Learning -- Support Vector Machines -- Text and Document Mining -- Web Mining -- Graph and Network Mining -- Association Rule Mining -- Bio-data Mining -- Outlier and Intrusion Detection -- Privacy -- Relational Database -- Multimedia Mining -- Stream Data Mining -- Temporal Data Mining -- Temporal Data Mining -- Innovative Applications.

The Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) is a leading international conference in the area of data mining and knowledge discovery. This year marks the tenth anniversary of the successful annual series of PAKDD conferences held in the Asia Pacific region. It was with pleasure that we hosted PAKDD 2006 in Singapore again, since the inaugural PAKDD conference was held in Singapore in 1997. PAKDD 2006 continues its tradition of providing an international forum for researchers and industry practitioners to share their new ideas, original research results and practical development experiences from all aspects of KDD data mining, including data cleaning, data warehousing, data mining techniques, knowledge visualization, and data mining applications. This year, we received 501 paper submissions from 38 countries and regions in Asia, Australasia, North America and Europe, of which we accepted 67 (13.4%) papers as regular papers and 33 (6.6%) papers as short papers. The distribution of the accepted papers was as follows: USA (17%), China (16%), Taiwan (10%), Australia (10%), Japan (7%), Korea (7%), Germany (6%), Canada (5%), Hong Kong (3%), Singapore (3%), New Zealand (3%), France (3%), UK (2%), and the rest from various countries in the Asia Pacific region.

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