Flexible Neuro Fuzzy Systems Structures Learning And Performance Evaluation

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Flexible Neuro-Fuzzy Systems Structures, Learning and Performance Evaluation

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Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 279
Isbn : 1402080433
Identifier : 9781402080432
Release : 2006-04-18
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Flexible Neuro Fuzzy Systems by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. flexible neuro-fuzzy systems is the first professional literature about the new class of powerful, flexible fuzzy systems. the author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. this approach dramatically improves their performance, allowing the systems to perfectly represent the pattern encoded in data. flexible neuro-fuzzy systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. this book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features: -provides a framework for unification, construction and development of neuro-fuzzy systems; -presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation, -covers not only advanced topics but also fundamentals of fuzzy sets, -includes problems and exercises following each chapter, -illustrates the results on a wide variety of simulations, -provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering.

Fuzzy Logic Theory and Applications Part I and Part II

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Author by : Lotfi A Zadeh
Languange Used : English, France, Spanish, Italia and chinese
Page : 612
Isbn : 9813238194
Identifier : 9789813238190
Release : 2018-11-28
Publisher by : World Scientific Publishing
Category : Computers
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Description : Read Now Fuzzy Logic Theory And Applications by Lotfi A Zadeh and you can download with pub, pdf, txt, doc, and more file format with free account. nowadays, voluminous textbooks and monographs in fuzzy logic are devoted only to separate or some combination of separate facets of fuzzy logic. there is a lack of a single book that presents a comprehensive and self-contained theory of fuzzy logic and its applications. written by world renowned authors, lofti zadeh, also known as the father of fuzzy logic, and rafik aliev, who are pioneers in fuzzy logic and fuzzy sets, this unique compendium includes all the principal facets of fuzzy logic such as logical, fuzzy-set-theoretic, epistemic and relational. theoretical problems are prominently illustrated and illuminated by numerous carefully worked-out and thought-through examples. this invaluable volume will be a useful reference guide for academics, practitioners, graduates and undergraduates in fuzzy logic and its applications.

Design of Interpretable Fuzzy Systems

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Author by : Krzysztof Cpałka
Languange Used : English, France, Spanish, Italia and chinese
Page : 196
Isbn : 3319528815
Identifier : 9783319528816
Release : 2017-01-31
Publisher by : Springer
Category : Computers
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Description : Read Now Design Of Interpretable Fuzzy Systems by Krzysztof Cpałka and you can download with pub, pdf, txt, doc, and more file format with free account. this book shows that the term “interpretability” goes far beyond the concept of readability of a fuzzy set and fuzzy rules. it focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. the individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. it also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. it illustrates the performance of the developed algorithms and methods with commonly used benchmarks. the book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics.

Artificial Intelligence and Soft Computing — ICAISC 2004 7th International Conference Zakopane, Poland, June 7–11, 2004 Proceedings

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Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 1210
Isbn : 3540248447
Identifier : 9783540248446
Release : 2004-05-18
Publisher by : Springer
Category : Computers
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Description : Read Now Artificial Intelligence And Soft Computing Icaisc 2004 by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. this book constitutes the refereed proceedings of the 7th international conference on artificial intelligence and soft computing, icaisc 2004, held in zakopane, poland in june 2004. the 172 revised contributed papers presented together with 17 invited papers were carefully reviewed and selected from 250 submissions. the papers are organized in topical sections on neural networks, fuzzy systems, evolutionary algorithms, rough sets, soft computing in classification, image processing, robotics, multiagent systems, problems in ai, intelligent control, modeling and system identification, medical applications, mechanical applications, and applications in various fields.

Soft Computing and Its Applications

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Author by : Rafik Aziz ogly Aliev
Languange Used : English, France, Spanish, Italia and chinese
Page : 444
Isbn : 9789810247003
Identifier : 9810247001
Release : 2001
Publisher by : World Scientific
Category : Computers
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Description : Read Now Soft Computing And Its Applications by Rafik Aziz ogly Aliev and you can download with pub, pdf, txt, doc, and more file format with free account. the concept of soft computing is still in its initial stages of crystallization. presently available books on soft computing are merely collections of chapters or articles about different aspects of the field. this book is the first to provide a systematic account of the major concepts and methodologies of soft computing, presenting a unified framework that makes the subject more accessible to students and practitioners. particularly worthy of note is the inclusion of a wealth of information about neuro-fuzzy, neuro-genetic, fuzzy-genetic and neuro-fuzzy-genetic systems, with many illuminating applications and examples.

New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

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Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 374
Isbn : 9783540205845
Identifier : 3540205845
Release : 2004-02-03
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now New Soft Computing Techniques For System Modeling Pattern Classification And Image Processing by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. science has made great progress in the twentieth century, with the establishment of proper disciplines in the fields of physics, computer science, molecular biology, and many others. at the same time, there have also emerged many engineering ideas that are interdisciplinary in nature, beyond the realm of such orthodox disciplines. these in clude, for example, artificial intelligence, fuzzy logic, artificial neural networks, evolutional computation, data mining, and so on. in or der to generate new technology that is truly human-friendly in the twenty-first century, integration of various methods beyond specific disciplines is required. soft computing is a key concept for the creation of such human friendly technology in our modern information society. professor rutkowski is a pioneer in this field, having devoted himself for many years to publishing a large variety of original work. the present vol ume, based mostly on his own work, is a milestone in the devel opment of soft computing, integrating various disciplines from the fields of information science and engineering. the book consists of three parts, the first of which is devoted to probabilistic neural net works. neural excitation is stochastic, so it is natural to investi gate the bayesian properties of connectionist structures developed by professor rutkowski. this new approach has proven to be par ticularly useful for handling regression and classification problems vi preface in time-varying environments. throughout this book, major themes are selected from theoretical subjects that are tightly connected with challenging applications.

Aggregation Operators New Trends and Applications

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Author by : Tomasa Calvo
Languange Used : English, France, Spanish, Italia and chinese
Page : 353
Isbn : 9783790814682
Identifier : 3790814687
Release : 2002-04-10
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Aggregation Operators by Tomasa Calvo and you can download with pub, pdf, txt, doc, and more file format with free account. 1. the increasing number of research papers appeared in the last years that either make use of aggregation functions or contribute to its theoretieal study asses its growing importance in the field of fuzzy logie and in others where uncertainty and imprecision play a relevant role. since these papers are pub lished in many journals, few books and several proceedings of conferences, books on aggregation are partieularly welcome. to my knowledge, "agrega tion operators. new trends and applications" is the first book aiming at generality , and i take it as a honour to write this foreword in response to the gentle demand of its editors, radko mesiar, tomasa calvo and gaspar mayor. my pleasure also derives from the fact that twenty years aga i was one of the first spaniards interested in the study of aggregation functions, and this book includes work by several spanish authors. the book contains nice and relevant original papers, authored by some of the most outstanding researchers in the field, and since it can serve, as the editors point out in the preface, as a small handbook on aggregation, the book is very useful for those entering the subject for the first time. the book also contains apart dealing with potential areas of application, so it can be helpful in gaining insight on the future developments.

Innovations in Computing Sciences and Software Engineering

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Author by : Tarek Sobh
Languange Used : English, France, Spanish, Italia and chinese
Page : 638
Isbn : 9789048191123
Identifier : 9048191122
Release : 2010-06-26
Publisher by : Springer Science & Business Media
Category : Computers
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Description : Read Now Innovations In Computing Sciences And Software Engineering by Tarek Sobh and you can download with pub, pdf, txt, doc, and more file format with free account. innovations in computing sciences and software engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of computer science, software engineering, computer engineering, and systems engineering and sciences. topics covered: •image and pattern recognition: compression, image processing, signal processing architectures, signal processing for communication, signal processing implementation, speech compression, and video coding architectures. •languages and systems: algorithms, databases, embedded systems and applications, file systems and i/o, geographical information systems, kernel and os structures, knowledge based systems, modeling and simulation, object based software engineering, programming languages, and programming models and tools. •parallel processing: distributed scheduling, multiprocessing, real-time systems, simulation modeling and development, and web applications. •signal and image processing: content based video retrieval, character recognition, incremental learning for speech recognition, signal processing theory and methods, and vision-based monitoring systems. •software and systems: activity-based software estimation, algorithms, genetic algorithms, information systems security, programming languages, software protection techniques, software protection techniques, and user interfaces. •distributed processing: asynchronous message passing system, heterogeneous software environments, mobile ad hoc networks, resource allocation, and sensor networks. •new trends in computing: computers for people of special needs, fuzzy inference, human computer interaction, incremental learning, internet-based computing models, machine intelligence, natural language.

Books in Print, 2004-2005

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Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn : 9780835246491
Identifier : 0835246493
Release : 2004
Publisher by : no defined
Category : Literature
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The British National Bibliography

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Author by : Arthur James Wells
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn :
Identifier : UOM:39015057956560
Release : 2004
Publisher by : no defined
Category : English literature
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Foundations of Neuro-Fuzzy Systems

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Author by : Detlef Nauck
Languange Used : English, France, Spanish, Italia and chinese
Page : 316
Isbn :
Identifier : UOM:39015040559745
Release : 1997-09-19
Publisher by : Wiley
Category : Computers
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Description : Read Now Foundations Of Neuro Fuzzy Systems by Detlef Nauck and you can download with pub, pdf, txt, doc, and more file format with free account. neuro-fuzzy systems reflects the strong current trend in intelligent systems research towards the integration of neural networks and fuzzy technology. systems exploiting these two techniques have the advantage of becoming both smarter and more applicable. this book explains the general principles of neuro-fuzzy development, as a means of enhancing the performance of a control or data analysis system.

American Book Publishing Record

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Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn :
Identifier : UOM:39015066043202
Release : 2003
Publisher by : no defined
Category : American literature
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