Trends and applications in knowledge discovery and data mining : PAKDD 2020 workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11-14, 2020 : revised selected papers
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書誌事項
Trends and applications in knowledge discovery and data mining : PAKDD 2020 workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11-14, 2020 : revised selected papers
（Lecture notes in computer science, 12237 . Lecture notes in artificial intelligence）
Springer, c2020
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"LNCS sublibrary: SL7 - artificial intelligence"--T.p. verso
Includes bibliographical references and index
内容説明・目次
内容説明
This book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, Singapore, in May 2020.
The 17 revised full papers presented were carefully reviewed and selected from a total of 50 submissions.
The five workshops were as follows:
* First International Workshop on Literature-Based Discovery (LBD 2020)
* Workshop on Data Science for Fake News (DSFN 2020)
* Learning Data Representation for Clustering (LDRC 2020)
* Ninth Workshop on Biologically Inspired Techniques for Data Mining (BDM
* 2020)
* First Pacific Asia Workshop on Game Intelligence & Informatics (GII 2020)
目次
Temporal Convolutional Networks.-Transfer Learning.- Deep Generative Networks.- Literature Based Discovery.- Data Management.- Information Extraction.- Internet of Things.- Clustering.- Mixture Model.- EM Algorith.- Manifold Learning.- Recommender Systems.- Machine Learning.- Artificial Intelligence.- Natural Language Processing.- Neural Networks.
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