Advances in Knowledge Discovery and Data Mining (häftad)
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Format
Häftad (Paperback / softback)
Språk
Engelska
Antal sidor
886
Utgivningsdatum
2020-05-09
Upplaga
1st ed. 2020
Förlag
Springer Nature Switzerland AG
Medarbetare
Lauw, Hady W. (ed.), Lim, Ee-Peng (ed.), Ng, See-Kiong (ed.), Ntoulas, Alexandros (ed.), Pan, Sinno Jialin (ed.), Wong, Raymond Chi-Wing (ed.)
Illustrationer
207 Illustrations, color; 86 Illustrations, black and white; XXXVII, 886 p. 293 illus., 207 illus. i
Dimensioner
234 x 156 x 46 mm
Vikt
1271 g
Antal komponenter
1
Komponenter
1 Paperback / softback
ISBN
9783030474256
Advances in Knowledge Discovery and Data Mining (häftad)

Advances in Knowledge Discovery and Data Mining

24th Pacific-Asia Conference, PAKDD 2020, Singapore, May 11-14, 2020, Proceedings, Part I

Häftad Engelska, 2020-05-09
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The two-volume set LNAI 12084 and 12085 constitutes the thoroughly refereed proceedings of the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, which was due to be held in Singapore, in May 2020. The conference was held virtually due to the COVID-19 pandemic. The 135 full papers presented were carefully reviewed and selected from 628 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: recommender systems; classification; clustering; mining social networks; representation learning and embedding; mining behavioral data; deep learning; feature extraction and selection; human, domain, organizational and social factors in data mining; mining sequential data; mining imbalanced data; association; privacy and security; supervised learning; novel algorithms; mining multi-media/multi-dimensional data; application; mining graph and network data; anomaly detection and analytics; mining spatial, temporal, unstructured and semi-structured data; sentiment analysis; statistical/graphical model; multi-source/distributed/parallel/cloud computing.
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Innehållsförteckning

Recommender Systems.- Classification.- Clustering.- Mining Social Networks.- Representation Learning and Embedding.- Mining Behavioral Data.- Deep Learning.- Feature Extraction and Selection.- Human, Domain, Organizational and Social Factors in Data Mining.