Advances in Knowledge Discovery and Data Mining 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I
tarafından
Yang, Qiang. editor.
Başlık
:
Advances in Knowledge Discovery and Data Mining 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part I
Yazar
:
Yang, Qiang. editor.
ISBN
:
9783030161484
Edisyon
:
1st ed. 2019.
Fiziksel Niteleme
:
XL, 627 p. 310 illus., 146 illus. in color. online resource.
Seri
:
Lecture Notes in Artificial Intelligence ; 11439
Özet
:
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 feature selection; representation learning and embedding; mining unstructured and semi-structured data; behavioral data mining; visual data mining; and knowledge graph and interpretable data mining.
Konu Başlığı
:
Artificial intelligence.
Data mining.
Application software.
Optical data processing.
Computer security.
Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000
Data Mining and Knowledge Discovery. https://scigraph.springernature.com/ontologies/product-market-codes/I18030
Information Systems Applications (incl. Internet). https://scigraph.springernature.com/ontologies/product-market-codes/I18040
Image Processing and Computer Vision. https://scigraph.springernature.com/ontologies/product-market-codes/I22021
Computer Appl. in Social and Behavioral Sciences. https://scigraph.springernature.com/ontologies/product-market-codes/I23028
Systems and Data Security. https://scigraph.springernature.com/ontologies/product-market-codes/I28060
Yazar Ek Girişi
:
Yang, Qiang.
Zhou, Zhi-Hua.
Gong, Zhiguo.
Zhang, Min-Ling.
Huang, Sheng-Jun.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 428521-1001 | Q334 -342 | Springer E-Book Collection |