Trends and Applications in Knowledge Discovery and Data Mining

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Details

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)

    Inhalt

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.

Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09783030604691
    • Editor Kenny Q. Zhu, Wei Lu
    • Sprache Englisch
    • Auflage 1st edition 2020
    • Größe H235mm x B155mm x T12mm
    • Jahr 2020
    • EAN 9783030604691
    • Format Kartonierter Einband
    • ISBN 3030604691
    • Veröffentlichung 15.10.2020
    • Titel Trends and Applications in Knowledge Discovery and Data Mining
    • Untertitel PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11-14, 2020, Revised Selected Papers
    • Gewicht 318g
    • Herausgeber Springer International Publishing
    • Anzahl Seiten 204
    • Lesemotiv Verstehen
    • Genre Informatik

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