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
Herausgegeben:Lu, Wei; Zhu, Kenny Q.

• Broschiertes Buch

Produktbeschreibung

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)

Produktdetails

• Lecture Notes in Computer Science 12237
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-60469-1
• 1st ed. 2020
• Seitenzahl: 204
• Erscheinungstermin: 15. Oktober 2020
• Englisch
• Abmessung: 235mm x 155mm x 12mm
• Gewicht: 318g
• ISBN-13: 9783030604691
• ISBN-10: 3030604691
• Artikelnr.: 60063474

Inhaltsangabe

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.