Trends and Applications in Knowledge Discovery and Data Mining〈1st ed. 2020〉 : PAKDD 2020 Workshops, DSFN, GII, BDM, LDRC and LBD, Singapore, May 11–14, 2020, Revised Selected Papers

著者名：Lu, Wei (EDT)/Zhu, Kenny Q. (EDT)

Springer（2020/10/14発売）

• 言語：ENG
• ISBN：9783030604691
• eISBN：9783030604707

Description

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)

 

Table of 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.