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

Başlık:

ISBN:

9783030604707

Edition:

1st ed. 2020.

Yayın Bilgileri:

Cham : Springer International Publishing : Imprint: Springer, 2020.

Fiziksel Tanımlama:

X, 193 p. 11 illus., -1 illus. in color. online resource.

Series:

Lecture Notes in Artificial Intelligence, 12237

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.

Abstract:

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) .

Subject Term:

Artificial intelligence.

Application software.

Computers.

Data mining.

Image processing -- Digital techniques.

Computer vision.

Computer and Information Systems Applications.

Computing Milieux.

Data Mining and Knowledge Discovery.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Added Author: