Advances in Knowledge Discovery and Data Mining

23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III

Qiang Yang, Zhi-Hua Zhou, Zhiguo Gong, Min-Ling Zhang, Sheng-Jun Huang (Herausgeber)

Buch | Softcover

XXVIII, 556 Seiten

2019
Springer International Publishing (Verlag)
9783030161415 (ISBN)

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The three-volume set LNAI 11439, 11440, and 11441 constitutes the thoroughly refereed proceedings of the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, held in Macau, China, in April 2019.

The 137 full papers presented were carefully reviewed and selected from 542 submissions. The papers present new ideas, original research results, and practical development experiences from all KDD related areas, including data mining, data warehousing, machine learning, artificial intelligence, databases, statistics, knowledge engineering, visualization, decision-making systems, and the emerging applications. They are organized in the following topical sections: classification and supervised learning; text and opinion mining; spatio-temporal and stream data mining; factor and tensor analysis; healthcare, bioinformatics and related topics; clustering and anomaly detection; deep learning models and applications; sequential pattern mining; weakly supervised learning; recommender system; social network and graph mining; data pre-processing and featureselection; representation learning and embedding; mining unstructured and semi-structured data; behavioral data mining; visual data mining; and knowledge graph and interpretable data mining.

Erscheinungsdatum	22.03.2019
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XXVIII, 556 p. 258 illus., 159 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	884 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Anomaly Detection • Applications • Artificial Intelligence • clustering algorithms • Computational Linguistics • computer crime • Computer Science • conference proceedings • Data Cleaning • Data Mining • Data Security • Image Processing • image reconstruction • Informatics • Learning Algorithms • machine learning • Neural networks • Recommender Systems • Research • Semantics • Signal Processing • Social Networking • supervised learning • Support Vector Machines (SVM) • World Wide Web
ISBN-13	9783030161415 / 9783030161415
Zustand	Neuware