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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 Anteprima di questo documento
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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

Autore: Vincent S Tseng
Editore: Cham : Springer, 2014.
Serie: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 8444.; LNCS sublibrary., SL 7,, Artificial intelligence.
Edizione/Formato:   eBook : Document : Conference publication : EnglishVedi tutte le edizioni e i formati
Banca dati:WorldCat
Sommario:
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  Per saperne di più…
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Dettagli

Genere/forma: Electronic books
Conference papers and proceedings
Congresses
Informazioni aggiuntive sul formato: Printed edition:
Tipo materiale: Conference publication, Document, Risorsa internet
Tipo documento: Internet Resource, Computer File
Tutti gli autori / Collaboratori: Vincent S Tseng
ISBN: 9783319066059 3319066056 3319066048 9783319066042
Numero OCLC: 880138294
Note: International conference proceedings.
Includes author index.
Descrizione: 1 online resource (xxx, 624 pages) : illustrations.
Contenuti: 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.
Titolo della serie: Lecture notes in computer science., Lecture notes in artificial intelligence ;, 8444.; LNCS sublibrary., SL 7,, Artificial intelligence.
Altri titoli: PAKDD 2014
Responsabilità: Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao (eds.).

Abstract:

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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