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Advances in knowledge discovery and data mining : 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings. Part II

Autor: Vincent S Tseng
Editora: Cham : Springer, 2014.
Séries: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 8444.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edição/Formato   e-book : Documento : Publicação de conferência : Inglês
Base de Dados:WorldCat
Resumo:
The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social  Ler mais...
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Detalhes

Gênero/Forma: Electronic books
Conference proceedings
Congresses
Tipo de Material: Publicação de conferência, Documento, Recurso Internet
Tipo de Documento: Recurso Internet, Arquivo de Computador
Todos os Autores / Contribuintes: Vincent S Tseng
ISBN: 9783319066059 3319066056
Número OCLC: 880138294
Notas: International conference proceedings.
Includes author index.
Descrição: 1 online resource (xxx, 624 pages) : illustrations.
Conteúdos: Recommendation --
Feature selection and reduction --
Machine learning --
Temporal and spatial data --
Novel algorithms --
Clustering --
Biomedical data mining --
Stream mining --
Outlier and anomaly detection --
Multi-sources mining --
Unstructured data and text mining.
Título da Série: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 8444.; LNCS sublibrary., SL 7,, Artificial intelligence.
Outros Títulos: PAKDD 2014
Responsabilidade: Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao (eds.).
Mais informações:

Resumo:

The two-volume set LNAI 8443 + LNAI 8444 constitutes the refereed proceedings of the 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2014, held in Tainan, Taiwan, in May 2014. The 40 full papers and the 60 short papers presented within these proceedings were carefully reviewed and selected from 371 submissions. They cover the general fields of pattern mining; social network and social media; classification; graph and network mining; applications; privacy preserving; recommendation; feature selection and reduction; machine learning; temporal and spatial data; novel algorithms; clustering; biomedical data mining; stream mining; outlier and anomaly detection; multi-sources mining; and unstructured data and text mining.

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