Oleksii tyshchenko (11 risultati)

Condizione: New.

Paperback. Condizione: New. In today's data-driven world, more sophisticated algorithms for data processing are in high demand, mainly when the data cannot be handled with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla, Microsoft, and Facebook in their projects and applications. In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear. Including research relevant to those studying cybernetics, applied mathematics, statistics, engineering, and bioinformatics who are working in the areas of machine learning, artificial intelligence, complex system modeling and analysis, neural networks, and optimization, this is an ideal read for anyone interested in learning more about the fascinating new developments in machine learning.…

Condizione: As New. Unread book in perfect condition.

Condizione: New.

Condizione: As New. Unread book in perfect condition.

Paperback. Condizione: Brand New. 108 pages. 7.50x5.00x0.50 inches. In Stock.

Paperback. Condizione: New. In today's data-driven world, more sophisticated algorithms for data processing are in high demand, mainly when the data cannot be handled with the help of traditional techniques. Self-learning and adaptive algorithms are now widely used by such leading giants that as Google, Tesla, Microsoft, and Facebook in their projects and applications. In this guide designed for researchers and students of computer science, readers will find a resource for how to apply methods that work on real-life problems to their challenging applications, and a go-to work that makes fuzzy clustering issues and aspects clear. Including research relevant to those studying cybernetics, applied mathematics, statistics, engineering, and bioinformatics who are working in the areas of machine learning, artificial intelligence, complex system modeling and analysis, neural networks, and optimization, this is an ideal read for anyone interested in learning more about the fascinating new developments in machine learning.…

Paperback. Condizione: Brand New. 108 pages. 7.50x5.00x0.50 inches. In Stock. This item is printed on demand.

Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The aim of this book is to develop new methods for adaptive learning for evolving neural networks and neuro-fuzzy systems with kernel activation functions. The book provides an overview on different principles of neural networks' learning, basic and most popular neural networks and neuro-fuzzy systems where kernel constructions are used as activation functions. Advantages and shortcomings are defined for well-known approaches. The proposed evolving architectures can be used for time series' and data streams' processing. Taking into consideration all the mentioned above, we proposed an adaptive method of ensembles' tuning for neural networks with kernel activation functions which are learnt on both optimization procedures and memory (that gives an optimal accuracy of an ensemble output signal). Speaking of processing data streams in an online mode, we introduced a method for ensembles' tuning for neuro-fuzzy systems with kernel activation functions which are learnt on both optimization procedures and memory (that provides a high accuracy of an ensemble output signal on the basis of fuzzy generalization).…

Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Bodyanskiy YevgeniyYevgeniy V. Bodyanskiy is the Professor of Artificial Intelligence Department at Kharkiv National University of Radio Electronics (Ukraine) and the Scientific Head in Control Systems Research Laboratory. He has mor.…

Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. &Uumlber den AutorZhengbing Hu is an Associate Professor, School of Educational Information Technology, Huazhong Normal University, China. Yevgeniy V. Bodyanskiy is a Professor at the Department of Artificial Intelligence, Kharkiv Natio.…