Artificial Neural Nets and Genetic Algorithms, Rudolf F. Albrecht; Colin R. Reeves; Nigel C. Stee
Автор: Andrej Dobnikar; Nigel C. Steele; David W. Pearson Название: Artificial Neural Nets and Genetic Algorithms ISBN: 3211833641 ISBN-13(EAN): 9783211833643 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Includes such chapters as: neural networks; theory and applications - NNs (= neural networks) classifier on continuous data domains; quantum associative memory; a new class of neuron-like discrete filters to image processing; and, modular NNs for improving generalisation properties.
Автор: Amanda J.C. Sharkey Название: Combining Artificial Neural Nets ISBN: 185233004X ISBN-13(EAN): 9781852330040 Издательство: Springer Рейтинг: Цена: 15372.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume, written by leading researchers, presents methods of combining neural nets to improve their performance. The techniques include ensemble-based approaches, where a variety of methods are used to create a set of different nets trained on the same task, and modular approaches, where a task is decomposed into simpler problems.
Автор: Whittle Peter Название: Neural Nets And Chaotic Carriers (2Nd Edition) ISBN: 1848165900 ISBN-13(EAN): 9781848165908 Издательство: World Scientific Publishing Рейтинг: Цена: 12830.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Develops rational principles for the design of associative memories, with a view to applying these principles to models with irregularly oscillatory operation so evident in biological neural systems, and necessitated by the meaninglessness of absolute signal levels.
Автор: Bruno Apolloni; Maria Marinaro; Roberto Tagliaferr Название: Neural Nets ISBN: 3540202277 ISBN-13(EAN): 9783540202271 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Bruno Apolloni; Simone Bassis; Anna Esposito; Fran Название: Neural Nets and Surroundings ISBN: 3642354661 ISBN-13(EAN): 9783642354663 Издательство: Springer Рейтинг: Цена: 20962.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Collecting contributions to the 22nd Italian Workshop on Neural Networks and the yearly meeting of the Italian Society for Neural Networks (SIREN), this book covers the latest research on artificial neural networks and natural intelligence.
Автор: George D. Smith; Nigel C. Steele; Rudolf F. Albrec Название: Artificial Neural Nets and Genetic Algorithms ISBN: 3211830871 ISBN-13(EAN): 9783211830871 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume comprises papers from the International Conference on Artificial Neural Nets and Genetic Algorithms. Topics covered include: robotics and sensors; power systems; evolware; vision; medical applications; GA applications; parallel GAs; and combinatorial optimization.
Автор: Bruno Apolloni; Maria Marinaro; Giuseppe Nicosia; Название: Neural Nets ISBN: 3540331832 ISBN-13(EAN): 9783540331834 Издательство: Springer Рейтинг: Цена: 10480.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context.
After discussing the trajectory from data to insight to decision, the book describes four approaches to machine learning: information-based learning, similarity-based learning, probability-based learning, and error-based learning. Each of these approaches is introduced by a nontechnical explanation of the underlying concept, followed by mathematical models and algorithms illustrated by detailed worked examples. Finally, the book considers techniques for evaluating prediction models and offers two case studies that describe specific data analytics projects through each phase of development, from formulating the business problem to implementation of the analytics solution. The book, informed by the authors' many years of teaching machine learning, and working on predictive data analytics projects, is suitable for use by undergraduates in computer science, engineering, mathematics, or statistics; by graduate students in disciplines with applications for predictive data analytics; and as a reference for professionals.
Автор: David W. Pearson; Nigel C. Steele; Rudolf F. Albre Название: Artificial Neural Nets and Genetic Algorithms ISBN: 3211826920 ISBN-13(EAN): 9783211826928 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Artificial neural networks and genetic algorithms are both areas of research which have their origins in mathematical models constructed in order to gain understanding of important natural processes. This book examines new computation techniques which are applied in diverse fields.
Автор: Vera Kurkova; Nigel C. Steele; Roman Neruda; Miros Название: Artificial Neural Nets and Genetic Algorithms ISBN: 3211836519 ISBN-13(EAN): 9783211836514 Издательство: Springer Рейтинг: Цена: 12157.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The first ICANNGA conference, devoted to biologically inspired computational paradigms, Neural Net- works and Genetic Algorithms, was held in Innsbruck, Austria, in 1993. We have chosen the Liechtenstein palace under the Prague Castle as the conference site to enhance the traditionally good atmosphere of the meeting.
Автор: Bruno Apolloni; Simone Bassis; Anna Esposito; Fran Название: Neural Nets and Surroundings ISBN: 3642441327 ISBN-13(EAN): 9783642441325 Издательство: Springer Рейтинг: Цена: 25853.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Collecting contributions to the 22nd Italian Workshop on Neural Networks and the yearly meeting of the Italian Society for Neural Networks (SIREN), this book covers the latest research on artificial neural networks and natural intelligence.
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