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 (Herausgeber)

Buch | Softcover

XXX, 624 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-06604-2 (ISBN)

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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.

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.

Erscheint lt. Verlag	21.5.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XXX, 624 p. 170 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	985 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	clustering and classification • Data streaming • machine learning • Neural networks • Probabilistic Reasoning • Recommender Systems • Social Networks • supervised learning • text classification • Web and social media search
ISBN-10	3-319-06604-8 / 3319066048
ISBN-13	978-3-319-06604-2 / 9783319066042
Zustand	Neuware