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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 / Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L.P. Chen, Hung-Yu Kao (eds.).

By: (18th : Pacific-Asia Conference on Knowledge Discovery and Data Mining (18th : 2014 : Tainan City, Taiwan)Contributor(s): Tseng, Vincent S [editor.]Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science. Lecture notes in artificial intelligence ; ; 8444. | LNCS sublibrary. SL 7, Artificial intelligence.Publisher: Cham : Springer, 2014Description: 1 online resource (xxx, 624 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783319066059; 3319066056; 3319066048; 9783319066042Other title: PAKDD 2014Subject(s): Data mining -- Congresses | Data mining | computerwetenschappen | computer sciences | informatieontsluiting | information retrieval | informatieopslag | information storage | kunstmatige intelligentie | artificial intelligence | datamining | data mining | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Electronic books. | Electronic books. | Ebook. | Conference papers and proceedings. Additional physical formats: Printed edition:: No titleDDC classification: 006.3/12 LOC classification: QA76.9.D343 | P33 2014Online resources: Click here to access online
Contents:
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.
Summary: 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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International conference proceedings.

Includes author index.

Online resource; title from PDF title page (SpringerLink, viewed May 19, 2014).

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.

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.

English.

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