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
1. Auflage 2020
ISBN: 978-3-030-60469-1
Verlag: Springer International Publishing

Buch, Englisch, Band 12237, 193 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 318 g

Reihe: Lecture Notes in Computer Science

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)

Zielgruppe

Research

Autoren/Hrsg.

Zhu, Kenny Q.

Lu, Wei

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining

Inhaltsverzeichnis

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.