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Methods and Procedures for the Verification and Validation of Artificial Neural Networks, Brian J. Taylor


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Автор: Brian J. Taylor
Название:  Methods and Procedures for the Verification and Validation of Artificial Neural Networks
ISBN: 9781441939357
Издательство: Springer
Классификация:




ISBN-10: 1441939350
Обложка/Формат: Paperback
Страницы: 278
Вес: 0.41 кг.
Дата издания: 29.10.2010
Язык: English
Размер: 234 x 156 x 16
Основная тема: Computer Science
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: Background of the Verification and Validation of Neural Networks.- Augmentation of Current Verification and Validation Practices.- Risk and Hazard Analysis for Neural Network Systems.- Validation of Neural Networks Via Taxonomic Evaluation.- Stability Properties of Neural Networks.- Neural Network Verification.- Neural Network Visualization Techniques.- Rule Extraction as a Formal Method.- Automated Test Generation for Testing Neural Network Systems.- Run-Time Assessment of Neural Network Control Systems.

Leveraging Applications of Formal Methods, Verification, and Validation

Автор: Reiner H?hnle; Jens Knoop; Tiziana Margaria; Dietm
Название: Leveraging Applications of Formal Methods, Verification, and Validation
ISBN: 3642347800 ISBN-13(EAN): 9783642347801
Издательство: Springer
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Цена: 46570.00 T
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Описание: Contains a selection of revised papers that were presented at the Software Aspects of Robotic Systems, SARS 2011 Workshop and the Machine Learning for System Construction, MLSC 2011 Workshop, held during October 17-18 in Vienna, Austria.

Pattern Recognition and Neural Networks

Автор: Brian D. Ripley
Название: Pattern Recognition and Neural Networks
ISBN: 0521717701 ISBN-13(EAN): 9780521717700
Издательство: Cambridge Academ
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Цена: 51750.00 T
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Описание: This 1996 book is a reliable account of the statistical framework for pattern recognition and machine learning. Valuable advice is included on both theory and applications, while case studies based on real data sets help readers develop their understanding. All data sets are available from www.stats.ox.ac.uk/~ripley/PRbook/

Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira`s Scientific Legacy

Автор: Jose Mira; Jos? M. Ferr?ndez; Jose-Ramon Alvarez S
Название: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira`s Scientific Legacy
ISBN: 3642022634 ISBN-13(EAN): 9783642022630
Издательство: Springer
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Цена: 93160.00 T
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Описание: Constitutes the refereed proceedings of the Third International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2009, held in Santiago de Compostela, Spain, in June 2009. This title presents 108 revised papers.

Artificial Neural Networks – ICANN 2009

Автор: Cesare Alippi; Marios M. Polycarpou; Christos Pana
Название: Artificial Neural Networks – ICANN 2009
ISBN: 3642042767 ISBN-13(EAN): 9783642042768
Издательство: Springer
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Цена: 158380.00 T
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Описание: The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS).

Artificial Neural Networks in Pattern Recognition

Автор: Lionel Prevost; Simone Marinai; Friedhelm Schwenke
Название: Artificial Neural Networks in Pattern Recognition
ISBN: 3540699384 ISBN-13(EAN): 9783540699385
Издательство: Springer
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Цена: 65210.00 T
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Описание: Constitutes the refereed proceedings of the Third TC3 IAPR Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2008, held in Paris, France, in July 2008. This book features 18 revised full papers and 11 revised poster papers which are organized in topical sections on unsupervised learning, supervised learning, and applications.

Artificial Neural Networks – ICANN 2009

Автор: Cesare Alippi; Marios M. Polycarpou; Christos Pana
Название: Artificial Neural Networks – ICANN 2009
ISBN: 3642042732 ISBN-13(EAN): 9783642042737
Издательство: Springer
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Цена: 158380.00 T
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Описание: The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS).

Artificial Neural Networks

Автор: da Silva
Название: Artificial Neural Networks
ISBN: 3319431617 ISBN-13(EAN): 9783319431611
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book provides comprehensive coverage of neural networks, their evolution, their structure, the problems they can solve, and their applications. The first half of the book looks at theoretical investigations on artificial neural networks and addresses the key architectures that are capable of implementation in various application scenarios.

Artificial Neural Networks in Pattern Recognition

Автор: Schwenker
Название: Artificial Neural Networks in Pattern Recognition
ISBN: 3319461818 ISBN-13(EAN): 9783319461816
Издательство: Springer
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Цена: 54040.00 T
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Описание: This book constitutes the refereed proceedings of the 7th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2016, held in Ulm, Germany, in September 2016.

Artificial Neural Networks and Machine Learning -- ICANN 2014

Автор: Stefan Wermter; Cornelius Weber; Wlodzislaw Duch;
Название: Artificial Neural Networks and Machine Learning -- ICANN 2014
ISBN: 3319111787 ISBN-13(EAN): 9783319111780
Издательство: Springer
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Цена: 89440.00 T
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Описание: The book constitutes the proceedings of the 24th International Conference on Artificial Neural Networks, ICANN 2014, held in Hamburg, Germany, in September 2014. The 107 papers included in the proceedings were carefully reviewed and selected from 173 submissions. The focus of the papers is on following topics: recurrent networks;

Artificial Neural Networks in Pattern Recognition

Автор: Neamat El Gayar; Friedhelm Schwenker; Cheng Suen
Название: Artificial Neural Networks in Pattern Recognition
ISBN: 331911655X ISBN-13(EAN): 9783319116556
Издательство: Springer
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Цена: 52170.00 T
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Описание: This book constitutes the refereed proceedings of the 6th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2014, held in Montreal, QC, Canada, in October 2014.

Artificial Neural Networks and Machine Learning -- ICANN 2013

Автор: Valeri Mladenov; Petia Koprinkova-Hristova; G?nthe
Название: Artificial Neural Networks and Machine Learning -- ICANN 2013
ISBN: 3642407277 ISBN-13(EAN): 9783642407277
Издательство: Springer
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Цена: 46570.00 T
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Описание: The focus of the papers is on following topics: neurofinance graphical network models, brain machine interfaces, evolutionary neural networks, neurodynamics, complex systems, neuroinformatics, neuroengineering, hybrid systems, computational biology, neural hardware, bioinspired embedded systems, and collective intelligence.

Neural Networks for Pattern Recognition

Автор: Bishop, Christopher M.
Название: Neural Networks for Pattern Recognition
ISBN: 0198538642 ISBN-13(EAN): 9780198538646
Издательство: Oxford Academ
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Цена: 92930.00 T
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Описание: This book is the first to provide a comprehensive account of neural networks from a statistical perspective. Its emphasis is on pattern recognition, which currently represents the area of greatest applicability for neural networks. By focusing on pattern recognition, the book provides a much more extensive treatment of many topics than is available in earlier books.


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