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Supervised Learning with Complex-valued Neural Networks, Sundaram Suresh; Narasimhan Sundararajan; Ramasamy


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Автор: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy
Название:  Supervised Learning with Complex-valued Neural Networks
ISBN: 9783642426797
Издательство: Springer
Классификация:

ISBN-10: 3642426794
Обложка/Формат: Paperback
Страницы: 170
Вес: 0.28 кг.
Дата издания: 09.08.2014
Серия: Studies in Computational Intelligence
Язык: English
Размер: 234 x 156 x 10
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: A new generation of neural networks is needed in telecommunications, medical imaging and signal processing as signals become more complex and nonlinear. This survey of the latest complex-valued networks includes learning algorithms and new architectures.


Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning

Автор: Thorsten Wuest
Название: Identifying Product and Process State Drivers in Manufacturing Systems Using Supervised Machine Learning
ISBN: 3319386980 ISBN-13(EAN): 9783319386980
Издательство: Springer
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Цена: 14365.00 р.
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Описание: The book reports on a novel approach for holistically identifying the relevant state drivers of complex, multi-stage manufacturing systems. In practice, this method can be used to identify the most important process parameters and state characteristics, the so-called state drivers, of a manufacturing system.

Lattice-Valued Logic

Автор: Yang Xu; Da Ruan; Keyun Qin; Jun Liu
Название: Lattice-Valued Logic
ISBN: 3642072798 ISBN-13(EAN): 9783642072796
Издательство: Springer
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Цена: 26120.00 р.
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Описание: The book provides the suitable theoretical logical background of lattice-valued logic systems and supports newly designed intelligent uncertain-information-processing systems and a wide spectrum of intelligent learning tasks.

Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing

Автор: Rudolf Seising; H?ctor Allende-Cid
Название: Claudio Moraga: A Passion for Multi-Valued Logic and Soft Computing
ISBN: 3319483161 ISBN-13(EAN): 9783319483160
Издательство: Springer
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Цена: 20962.00 р.
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Описание: The book is an authoritative collection of contributions by leading experts on the topics of fuzzy logic, multi-valued logic and neural network. Originally written as an homage to Claudio Moraga, seen by his colleagues as an example of concentration, discipline and passion for science, the book also represents a timely reference guide for advance students and researchers in the field of soft computing, and multiple-valued logic.

Applications of Supervised and Unsupervised Ensemble Methods

Автор: Oleg Okun
Название: Applications of Supervised and Unsupervised Ensemble Methods
ISBN: 3642039987 ISBN-13(EAN): 9783642039980
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Expanding upon presentations at last year`s SUEMA (Supervised and Unsupervised Ensemble Methods and Applications) meeting, this volume explores recent developments in the field. Useful examples act as a guide for practitioners in computational intelligence.

Supervised and Unsupervised Ensemble Methods and their Applications

Автор: Oleg Okun
Название: Supervised and Unsupervised Ensemble Methods and their Applications
ISBN: 3540789804 ISBN-13(EAN): 9783540789802
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Ensembles of Clustering Methods and Their Applications.- Cluster Ensemble Methods: from Single Clusterings to Combined Solutions.- Random Subspace Ensembles for Clustering Categorical Data.- Ensemble Clustering with a Fuzzy Approach.- Collaborative Multi-Strategical Clustering for Object-Oriented Image Analysis.- Ensembles of Classification Methods and Their Applications.- Intrusion Detection in Computer Systems Using Multiple Classifier Systems.- Ensembles of Nearest Neighbors for Gene Expression Based Cancer Classification.- Multivariate Time Series Classification via Stacking of Univariate Classifiers.- Gradient Boosting GARCH and Neural Networks for Time Series Prediction.- Cascading with VDM and Binary Decision Trees for Nominal Data.- Erratum.

Beyond Two: Theory and Applications of Multiple-Valued Logic

Автор: Melvin Fitting; Ewa Orlowska
Название: Beyond Two: Theory and Applications of Multiple-Valued Logic
ISBN: 3790825220 ISBN-13(EAN): 9783790825220
Издательство: Springer
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Цена: 23058.00 р.
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Описание: This volume represents the state of the art for much current research in many-valued logics. Areas covered include: Algebras of multiple valued logics and their applications, proof theory and automated deduction in multiple valued logics, fuzzy logics and their applications, and multiple valued logics for control theory and rational belief.

A Many-Valued Approach to Deduction and Reasoning for Artificial Intelligence

Автор: Guy Bessonet
Название: A Many-Valued Approach to Deduction and Reasoning for Artificial Intelligence
ISBN: 0792391381 ISBN-13(EAN): 9780792391388
Издательство: Springer
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Цена: 20956.00 р.
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Описание: This book introduces an approach that can be used to ground a variety of intelligent systems, ranging from simple fact based systems to highly sophisticated reasoning systems. As the popularity of AI related fields has grown over the last decade, the number of persons interested in building intelligent systems has increased exponentially.

Algebraic Foundations of Many-Valued Reasoning

Автор: R.L. Cignoli; Itala M. d`Ottaviano; Daniele Mundic
Название: Algebraic Foundations of Many-Valued Reasoning
ISBN: 9048153360 ISBN-13(EAN): 9789048153367
Издательство: Springer
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Цена: 20962.00 р.
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Many-Valued Logics 2

Автор: Leonard Bolc; Piotr Borowik
Название: Many-Valued Logics 2
ISBN: 3642084176 ISBN-13(EAN): 9783642084171
Издательство: Springer
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Цена: 13275.00 р.
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Описание: Many-valued logics are becoming increasingly important in all areas of computer science. While the first volume was mainly concerned with theoretical foundations, this volume emphasizes automated reasoning, practical applications, and the latest developments in fuzzy logic and rough set theory.

Many-Valued Logics 1

Автор: Leonard Bolc; Piotr Borowik
Название: Many-Valued Logics 1
ISBN: 3642081452 ISBN-13(EAN): 9783642081453
Издательство: Springer
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Цена: 20263.00 р.
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Описание: Many-valued logics were developed as an attempt to handlephilosophical doubts about the "law of excluded middle" inclassical logic. Fuzzy logics,approximation logics, and probability logics all addressquestions that classical logic alone cannot answer.

Models and Methods for Interval-Valued Cooperative Games in Economic Management

Автор: Deng-Feng Li
Название: Models and Methods for Interval-Valued Cooperative Games in Economic Management
ISBN: 3319289969 ISBN-13(EAN): 9783319289960
Издательство: Springer
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Цена: 11179.00 р.
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Описание: This book proposes several commonly used interval-valued solution concepts of interval-valued cooperative games with transferable utility.

Set-Valued Force Laws

Автор: Christoph Glocker
Название: Set-Valued Force Laws
ISBN: 364253595X ISBN-13(EAN): 9783642535956
Издательство: Springer
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Цена: 16769.00 р.
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Описание: As one of the oldest natural sciences, mechanics occupies a certain pioneering role in determining the development of exact sciences through its interaction with mathematics. Mechanics, as it is talked about here, tradition- ally includes a wide spectrum, ranging from applied mechanics, analytical and technical mechanics to modeling.


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