Q818324
type: Item
instance of: scholarly article
title: Classification and clustering for knowledge discovery. Selected papers based on the presentation at the international conference on fuzzy systems and knowledge discovery (FSKD), Singapore, November 18--22, 2002.
zbMATH Open document ID: 1088.68150
published in: Studies in Computational Intelligence
publication date: 2006-03-28T00:00:00Z
review text: Publisher's description: Knowledge discovery today is a significant study and research area. In finding answers to many research questions in this area, the ultimate hope is that knowledge can be extracted from various forms of data around us. This book covers recent advances in unsupervised and supervised data analysis methods in computational intelligence for knowledge discovery. In its first part the book provides a collection of recent research on distributed clustering, self organizing maps and their recent extensions. If labeled data or data with known associations are available, we may be able to use supervised data analysis methods, such as classifying neural networks, fuzzy rule-based classifiers, and decision trees. Therefore this book presents a collection of important methods of supervised data analysis. It also includes a variety of applications of knowledge discovery in health, safety, commerce, mechatronics, sensor networks, and telecommunications. The articles of this volume will not be indexed individually
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68-06
Mathematics Subject Classification ID: 68T20
Mathematics Subject Classification ID: 68P05
Mathematics Subject Classification ID: 68P15
zbMATH DE Number: 5015519
MaRDI profile type: Publication
full work available at URL: b98152
OpenAlex ID: W1552614788
DOI: 10.1007/B98152
label: Classification and clustering for knowledge discovery. Selected papers based on the presentation at the international conference on fuzzy systems and knowledge discovery (FSKD), Singapore, November 18--22, 2002.
description: scientific article; zbMATH DE number 5015519