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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, cartea 12237

Editat de Wei Lu, Kenny Q. Zhu
en Limba Engleză Paperback – 15 oct 2020
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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Specificații

ISBN-13: 9783030604691
ISBN-10: 3030604691
Pagini: 193
Ilustrații: X, 193 p. 11 illus., -1 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.29 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence

Locul publicării:Cham, Switzerland

Cuprins

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.