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Franco, Leonardo und Jose M. Jerez:

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Franco, Leonardo:

Constructive Neural Networks (Studies in Computational Intelligence, 258) - gebunden oder broschiert

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Franco, Leonardo:
Constructive Neural Networks (Studies in Computational Intelligence, 258) - gebunden oder broschiert

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ISBN: 9783642045110

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Franco, Leonardo:
Constructive Neural Networks (Studies in Computational Intelligence, 258) - gebunden oder broschiert

2009, ISBN: 3642045111

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Franco, Leonardo und Jose M. Jerez:
Constructive Neural Networks - gebrauchtes Buch

2009, ISBN: 9783642045110

[PU: Springer Berlin], Neubindung, Buchschnitt leicht verkürzt, Buchecken leicht angestossen 5684257/12, DE, [SC: 0.00], gebraucht; sehr gut, gewerbliches Angebot, 2010, Banküberweisung, … Mehr…

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Details zum Buch
Constructive Neural Networks by Leonardo Franco Hardcover | Indigo Chapters
Autor:
Titel:
ISBN-Nummer:

9783642045110


The book is a collection of invited papers on Constructive methods for Neural networks. Most of the chapters are extended versions of works presented on the special session on constructive neural network algorithms of the 18th International Conference on Artificial Neural Networks (ICANN 2008) held September 3-6, 2008 in Prague, Czech Republic. The book is devoted to constructive neural networks and other incremental learning algorithms that constitute an alternative to standard trial and error methods for searching adequate architectures. It is made of 15 articles which provide an overview of the most recent advances on the techniques being developed for constructive neural networks and their applications. It will be of interest to researchers in industry and academics and to post-graduate students interested in the latest advances and developments in the field of artificial neural networks. TOC:Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks.- Efficient Constructive Techniques for Training Switching Neural Networks.- Constructive Neural Networks Algorithms that Solve Highly Non-Separable Problems.- On Constructing threshold Networks for Pattern Classification.- Self-Optimizing neural Networks 3.- Multiclass Concept Lattice-Based Artificial Neural Networks.- Constructive Morphological Neural Networks: some Theoretical Aspects and Experimental Results in Classification.- A Feedforward Constructive Neural Network Algorithm for Multiclass Tasks Based on linear Separability.- Analysis and Testing of the M-Class RDP Neural Network.- Active Learning using a new Constructive Neural Network Algorithm.- Incorporating Expert Advice into Reinforcement Learning using Constructive Neural Networks.- A Constructive Neural Network for Evolving a Machine Controller in Real-Time.- Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets.- Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks.- Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees.

Detailangaben zum Buch - Constructive Neural Networks by Leonardo Franco Hardcover | Indigo Chapters


EAN (ISBN-13): 9783642045110
ISBN (ISBN-10): 3642045111
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Leonardo Franco
291 Seiten
Gewicht: 0,599 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2008-01-01T00:59:06+01:00 (Zurich)
Detailseite zuletzt geändert am 2023-09-15T11:02:20+02:00 (Zurich)
ISBN/EAN: 9783642045110

ISBN - alternative Schreibweisen:
3-642-04511-1, 978-3-642-04511-0
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: josé leonardo, franco elizondo
Titel des Buches: constructiv, neural networks, leonardo

Daten vom Verlag:

Autor/in: Leonardo Franco; José M. Jerez
Titel: Studies in Computational Intelligence; Constructive Neural Networks
Verlag: Springer; Springer Berlin
293 Seiten
Erscheinungsjahr: 2009-10-27
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
VIII, 293 p.

BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Mathematik für Ingenieure; Verstehen; Technik; Constructive Algorithms; algorithm; algorithms; artificial neural network; calculus; computational intelligence; control; fuzzy; intelligence; learning; learning algorithm; neural network; neural networks; reinforcement learning; training; Mathematical and Computational Engineering Applications; Artificial Intelligence; Künstliche Intelligenz; BC

Constructive Neural Network Algorithms for Feedforward Architectures Suitable for Classification Tasks.- Efficient Constructive Techniques for Training Switching Neural Networks.- Constructive Neural Network Algorithms That Solve Highly Non-separable Problems.- On Constructing Threshold Networks for Pattern Classification.- Self-Optimizing Neural Network 3.- M-CLANN: Multiclass Concept Lattice-Based Artificial Neural Network.- Constructive Morphological Neural Networks: Some Theoretical Aspects and Experimental Results in Classification.- A Feedforward Constructive Neural Network Algorithm for Multiclass Tasks Based on Linear Separability.- Analysis and Testing of the m-Class RDP Neural Network.- Active Learning Using a Constructive Neural Network Algorithm.- Incorporating Expert Advice into Reinforcement Learning Using Constructive Neural Networks.- A Constructive Neural Network for Evolving a Machine Controller in Real-Time.- Avoiding Prototype Proliferation in Incremental Vector Quantization of Large Heterogeneous Datasets.- Tuning Parameters in Fuzzy Growing Hierarchical Self-Organizing Networks.- Self-Organizing Neural Grove: Efficient Multiple Classifier System with Pruned Self-Generating Neural Trees.
Presents the state of the art of Constructive Algorithms for Neural Networks

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Neuestes ähnliches Buch:
9783642261084 Constructive Neural Networks by Leonardo Franco Paperback | Indigo Chapters (José M. Jerez)

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