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Trends and Applications in Knowledge Discovery and Data Mining [electronic resource] : PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11-14, 2020, Revised Selected Papers / edited by Wei Lu, Kenny Q. Zhu.

Contributor(s): Lu, Wei [editor.] | Zhu, Kenny Q [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 12237Publisher: Cham : Springer International Publishing : Imprint: Springer, 2020Edition: 1st ed. 2020.Description: X, 193 p. 11 illus., -1 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030604707.Subject(s): Artificial intelligence | Application software | Computers | Data mining | Image processing -- Digital techniques | Computer vision | Artificial Intelligence | Computer and Information Systems Applications | Computing Milieux | Data Mining and Knowledge Discovery | Computer and Information Systems Applications | Computer Imaging, Vision, Pattern Recognition and GraphicsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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) .
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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.

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) .

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