New Frontiers in Applied Data Mining PAKDD 2008 International Workshops, Osaka, Japan, May 20-23, 2008, Revised Selected Papers /

This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions....

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Chawla, Sanjay (Editor ), Washio, Takashi (Editor ), Minato, Shin-ichi (Editor ), Tsumoto, Shusaku (Editor ), Onoda, Takashi (Editor ), Yamada, Seiji (Editor ), Inokuchi, Akihiro (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Lecture Notes in Artificial Intelligence, 5433
Temas:
Life sciences.
Artificial intelligence.
Data mining.
Information storage and retrieval systems.
User interfaces (Computer systems).
Human-computer interaction.
Multimedia systems.
Life Sciences.
Artificial Intelligence.
Data Mining and Knowledge Discovery.
Information Storage and Retrieval.
User Interfaces and Human Computer Interaction.
Multimedia Information Systems.
Acceso en línea:Texto Completo
Descripción
Sumario:This book constitutes the proceedings of the PAKDD Workshops 2008, namely ALSIP 2008, DMDRM 2008, and IDM 2008. The workshops were held in conjunction with the PAKDD conference in Osaka, Japan, during May 20-23, 2008. The 17 papers presented were carefully reviewed and selected from 38 submissions. The International Workshop on Algorithms for Large-Sale Information Processing in Knowledge Discovery (ALSIP) focused on exchanging fresh ideas on large-scale data processing in the problems of data mining, clustering, machine learning, statistical analysis, and other computational aspects of knowledge discovery problems. The Workshop on Data Mining for Decision Making and Risk Management (DMDRM) covered data mining and machine learning approaches, statistical approaches, chance discovery, active mining and application of these techniques to medicine, marketing, security, decision support in business, social activities, human relationships, chemistry and sensor data. The Workshop on Interactive Data Mining Overview (IDM) discussed various interactive data mining researches such as interactive information retrieval, information gathering sysetms, personalization systems, recommendation systems, user interfaces.
Descripción Física:XIV, 214 p. online resource.
ISBN:9783642003998
ISSN:2945-9141 ;

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