Katsuhiro Honda's Books

Algorithms for Fuzzy Clustering

Methods in c-Means Clustering with Applications

By: Sadaaki Miyamoto,Hidetomo Ichihashi,Katsuhiro Honda

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Algorithms for Fuzzy Clustering

Methods in c-Means Clustering with Applications

By: Sadaaki Miyamoto,Hidetomo Ichihashi,Katsuhiro Honda

Recently many researchers are working on cluster analysis as a main tool for exploratory data analysis and data mining. A notable feature is that specialists in di?erent ?elds of sciences are considering the tool of data clustering to be useful. A major reason is that clustering algorithms and software are ?exible in thesensethatdi?erentmathematicalframeworksareemployedinthealgorithms and a user can select a suitable method according to his application. Moreover clusteringalgorithmshavedi?erentoutputsrangingfromtheolddendrogramsof agglomerativeclustering to more recent self-organizingmaps. Thus, a researcher or user can choose an appropriate output suited to his purpose,which is another ?exibility of the methods of clustering. An old and still most popular method is the K-means which use K cluster centers. A group of data is gathered around a cluster center and thus forms a cluster. The main subject of this book is the fuzzy c-means proposed by Dunn and Bezdek and their variations including recent studies. A main reasonwhy we concentrate on fuzzy c-means is that most methodology and application studies infuzzy clusteringusefuzzy c-means,andfuzzy c-meansshouldbe consideredto beamajortechniqueofclusteringingeneral,regardlesswhetheroneisinterested in fuzzy methods or not. Moreover recent advances in clustering techniques are rapid and we requirea new textbook that includes recent algorithms.We should also note that several books have recently been published but the contents do not include some methods studied herein.

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Page Count

253

Publisher

Springer

Published Date

ISBN 10

3540787372

ISBN 13

9783540787372

Fuzzy Collaborative Forecasting and Clustering

Methodology, System Architecture, and Applications

By: Tin-Chih Toly Chen,Katsuhiro Honda

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Fuzzy Collaborative Forecasting and Clustering

Methodology, System Architecture, and Applications

By: Tin-Chih Toly Chen,Katsuhiro Honda

This book introduces the basic concepts of fuzzy collaborative forecasting and clustering, including its methodology, system architecture, and applications. It demonstrates how dealing with disparate data sources is becoming more and more popular due to the increasing spread of internet applications. The book proposes the concepts of collaborative computing intelligence and collaborative fuzzy modeling, and establishes several so-called fuzzy collaborative systems. It shows how technical constraints, security issues, and privacy considerations often limit access to some sources. This book is a valuable source of information for postgraduates, researchers and fuzzy control system developers, as it presents a very effective fuzzy approach that can deal with disparate data sources, big data, and multiple expert decision making.

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Publisher

Springer

Published Date

ISBN 10

3030225747

ISBN 13

9783030225742

Microregionalism and Governance in East Asia

By: Dr. Katsuhiro Sasuga,Katsuhiro Sasuga

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Microregionalism and Governance in East Asia

By: Dr. Katsuhiro Sasuga,Katsuhiro Sasuga

This book provides an analysis of the processes of micro-regionalization in East Asia within the broader context of globalization and regionalization. The author examines the specifics of corporation production and investment networks that link parts of Japan, Taiwan and China with a detailed case-study focusing on the electronics industry. Making a significant contribution to the research on regionalism and multi-level governance in East Asia, this book will appeal to those interested in international political economy and Asian studies.

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Page Count

242

Publisher

Routledge

Published Date

ISBN 10

1134324073

ISBN 13

9781134324071

Fuzzy Collaborative Forecasting and Clustering

Methodology, System Architecture, and Applications

By: Tin-Chih Toly Chen,Katsuhiro Honda

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Fuzzy Collaborative Forecasting and Clustering

Methodology, System Architecture, and Applications

By: Tin-Chih Toly Chen,Katsuhiro Honda

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Publisher

Springer

Published Date

ISBN 10

3030225747

ISBN 13

9783030225742

Algorithms for Fuzzy Clustering

Methods in c-Means Clustering with Applications

By: Sadaaki Miyamoto,Hidetomo Ichihashi,Katsuhiro Honda

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Algorithms for Fuzzy Clustering

Methods in c-Means Clustering with Applications

By: Sadaaki Miyamoto,Hidetomo Ichihashi,Katsuhiro Honda

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Solve jigsaw puzzle

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Page Count

247

Publisher

Springer

Published Date

ISBN 10

3540849432

ISBN 13

9783540849438

Book's by Katsuhiro Honda

Algorithms for Fuzzy Clustering

Algorithms for Fuzzy Clustering

Fuzzy Collaborative Forecasting and Clustering

Fuzzy Collaborative Forecasting and Clustering

Microregionalism and Governance in East Asia

Microregionalism and Governance in East Asia

Fuzzy Collaborative Forecasting and Clustering

Fuzzy Collaborative Forecasting and Clustering

Algorithms for Fuzzy Clustering

Algorithms for Fuzzy Clustering

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