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Algorithms for Fuzzy Clustering: Methods in c-Means Clustering with Applications (Studies in Fuzziness and Soft Computing)

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The main subject of this book is the fuzzy c-means proposed by Dunn and Bezdek and their variations including recent studies. A main reason why we concentrate on fuzzy c-means is that most methodology and application studies in fuzzy clustering use fuzzy c-means, and hence fuzzy c-means should be considered to be a major technique of clustering in general, regardless whether one is interested in fuzzy methods or not. Unlike most studies in fuzzy c-means, what we emphasize in this book is a family of algorithms using entropy or entropy-regularized methods which are less known, but we consider the entropy-based method to be another useful method of fuzzy c-means. Throughout this book one of our intentions is to uncover theoretical and methodological differences between the Dunn and Bezdek traditional method and the entropy-based method. We do note claim that the entropy-based method is better than the traditional method, but we believe that the methods of fuzzy c-means become complete by adding the entropy-based method to the method by Dunn and Bezdek, since we can observe natures of the both methods more deeply by contrasting these two.
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Poor Relief in England, 1350-1600
Poor Relief in England, 1350-1600

Between the mid fourteenth century and the Poor Laws of 1598 and 1601, English poor relief moved toward a more coherent and comprehensive network of support. Marjorie McIntosh's study, the first to trace developments across that time span, focuses on three types of assistance: licensed begging and the solicitation of charitable alms;...

Perl and Apache: Your visual blueprint for developing dynamic Web content
Perl and Apache: Your visual blueprint for developing dynamic Web content

Visually explore the range of built-in and third-party libraries of Perl and Apache

Perl and Apache have been providing Common Gateway Interface (CGI) access to Web sites for 20 years and are constantly evolving to support the ever-changing demands of Internet users. With this book, you will heighten your knowledge and see...

System Reengineering in Healthcare: Application for Hospital Emergency Departments (Studies in Systems, Decision and Control)
System Reengineering in Healthcare: Application for Hospital Emergency Departments (Studies in Systems, Decision and Control)

This book presents an advanced systematic mapping review (SMR) and state-of-the-art taxonomy of emergency departments (EDs). Focusing on the patients’ level of fulfilment and how it can be enhanced, it examines existing problems like waiting periods and overcrowding and how these can be alleviated to provide a better service....


Developing 2D Games with Unity: Independent Game Programming with C#
Developing 2D Games with Unity: Independent Game Programming with C#

Follow a walkthrough of the Unity Engine and learn important 2D-centric lessons in scripting, working with image assets, animations, cameras, collision detection, and state management. In addition to the fundamentals, you'll learn best practices, helpful game-architectural patterns, and how to customize Unity to suit your needs,...

Jdbc: Java Database Connectivity
Jdbc: Java Database Connectivity
This valuable guide provides both the academic side--designing databases--and the practical side--coding interfaces--of enterprise applications involving JDBC. Van Haecke goes into much detail on designing database applications, a process he calls identifying the "business logic" of a program. He talks a little bit about three-tier...
Professional Visual Studio 2017
Professional Visual Studio 2017

Skip the basics and delve right into Visual Studio 2017 advanced features and tools

Professional Visual Studio 2017 is the industry-favorite guide to getting the most out of Microsoft's primary programming technology. From touring the new UI to exploiting advanced functionality, this book is designed to help...

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