Описание: Soft computing and nature-inspired computing both play a significant role in developing a better understanding to machine learning. When studied together, they can offer new perspectives on the learning process of machines. The Handbook of Research on Soft Computing and Nature-Inspired Algorithms is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem solving, this publication is ideally designed for students, researchers, scholars, professionals, and practitioners seeking current research on the advanced workings of intelligence in computing systems.
Автор: Ajith Abraham; Aboul-Ella Hassanien; Patrick Siarr Название: Foundations of Computational Intelligence Volume 3 ISBN: 3642010849 ISBN-13(EAN): 9783642010842 Издательство: Springer Рейтинг: Цена: 27251.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The wide use of global optimization applications has gained the attention of practitioners and researchers from numerous scientific fields. This book, one of a series on the foundations of Computational Intelligence, is focused on global optimization.
Автор: Ajith Abraham; Aboul-Ella Hassanien; Patrick Siarr Название: Foundations of Computational Intelligence Volume 3 ISBN: 3642101658 ISBN-13(EAN): 9783642101656 Издательство: Springer Рейтинг: Цена: 27251.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The wide use of global optimization applications has gained the attention of practitioners and researchers from numerous scientific fields. This book, one of a series on the foundations of Computational Intelligence, is focused on global optimization.
Автор: Ajith Abraham; Aboul-Ella Hassanien; Andr? Ponce d Название: Foundations of Computational Intelligence ISBN: 3642101666 ISBN-13(EAN): 9783642101663 Издательство: Springer Рейтинг: Цена: 29209.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computing techniques inspired by biological elements such as nervous systems, immune systems and genetics have been used in data mining. This book, one of a series on the foundations of Computational Intelligence, is focused on bio-inspired data mining.
Автор: Partridge Название: The Foundations of Artificial Intelligence ISBN: 0521359449 ISBN-13(EAN): 9780521359443 Издательство: Cambridge Academ Рейтинг: Цена: 7602.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Carefully planned and structured, the volume tackles many of the contentious questions of immediate concern to AI researchers and interested observers. Is Artificial Intelligence in fact a discipline, or is it simply part of computer science?
Автор: Li, Fanzhang / Zhang, Li / Zhang, Zhao Название: Dynamic Fuzzy Machine Learning ISBN: 3110518708 ISBN-13(EAN): 9783110518702 Издательство: Walter de Gruyter Рейтинг: Цена: 22439.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Machine learning is widely used for data analysis. Dynamic fuzzy data are one of the most difficult types of data to analyse in the field of big data, cloud computing, the Internet of Things, and quantum information. At present, the processing of this kind of data is not very mature. The authors carried out more than 20 years of research, and show in this book their most important results. The seven chapters of the book are devoted to key topics such as dynamic fuzzy machine learning models, dynamic fuzzy self-learning subspace algorithms, fuzzy decision tree learning, dynamic concepts based on dynamic fuzzy sets, semi-supervised multi-task learning based on dynamic fuzzy data, dynamic fuzzy hierarchy learning, examination of multi-agent learning model based on dynamic fuzzy logic. This book can be used as a reference book for senior college students and graduate students as well as college teachers and scientific and technical personnel involved in computer science, artificial intelligence, machine learning, automation, data analysis, mathematics, management, cognitive science, and finance. It can be also used as the basis for teaching the principles of dynamic fuzzy learning.
Автор: Ajith Abraham; Aboul-Ella Hassanien; Andr? Ponce d Название: Foundations of Computational Intelligence ISBN: 3642101674 ISBN-13(EAN): 9783642101670 Издательство: Springer Рейтинг: Цена: 23508.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Computational tools or solutions based on intelligent systems are being used effectively in data mining applications. This book, one of a series on the foundations of Computational Intelligence, is focused on applications of techniques for data mining.
Автор: Ajith Abraham; Aboul-Ella Hassanien; Vaclav Sn??el Название: Foundations of Computational Intelligence Volume 5 ISBN: 3642424392 ISBN-13(EAN): 9783642424397 Издательство: Springer Рейтинг: Цена: 30606.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This edited volume comprises 14 chapters, including several overview chapters, which provide up-to-date and state-of-the art research covering the theory and algorithms of function approximation and classification. This is the fifth volume in the series.
The monographic volume addresses, in a systematic and comprehensive way, the state-of-the-art dependability (reliability, availability, risk and safety, security) of systems, using the Artificial Intelligence framework of Probabilistic Graphical Models (PGM). After a survey about the main concepts and methodologies adopted in dependability analysis, the book discusses the main features of PGM formalisms (like Bayesian and Decision Networks) and the advantages, both in terms of modeling and analysis, with respect to classical formalisms and model languages.
Methodologies for deriving PGMs from standard dependability formalisms will be introduced, by pointing out tools able to support such a process. Several case studies will be presented and analyzed to support the suitability of the use of PGMs in the study of dependable systems.
Описание: Offers the contributions presented at the ninth in the series of Fuzzy Logic and Intelligent Technologies in Nuclear Science (FLINS) conferences covering advanced research, development, and technology for computational intelligence systems - both from foundations and applications points-of-view.
Автор: Pei Wang; Ben Goertzel Название: Theoretical Foundations of Artificial General Intelligence ISBN: 946239055X ISBN-13(EAN): 9789462390553 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book is a collection of writings by active researchers in the field of Artificial General Intelligence, on topics of central importance in the field.
Автор: Andrew Ortony; Jon Slack; Oliviero Stock Название: Communication from an Artificial Intelligence Perspective ISBN: 3540558810 ISBN-13(EAN): 9783540558811 Издательство: Springer Рейтинг: Цена: 25155.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book addresses the question of how current computational approaches to communication can accommodate the complexities of human-human and human-machine communication. It is based on a NATO workshop.
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