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Adaptive Learning of Polynomial Networks

2006-08-18 Computers
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Release : 2006-08-18
Genre : Computers
Kind : eBook
Book Rating : 404/5 ( reviews)

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Book Synopsis Adaptive Learning of Polynomial Networks by : Nikolay Nikolaev

Download or read book Adaptive Learning of Polynomial Networks written by Nikolay Nikolaev. This book was released on 2006-08-18. Available in PDF, EPUB and Kindle. Book excerpt: This book delivers theoretical and practical knowledge for developing algorithms that infer linear and non-linear multivariate models, providing a methodology for inductive learning of polynomial neural network models (PNN) from data. The text emphasizes an organized model identification process by which to discover models that generalize and predict well. The book further facilitates the discovery of polynomial models for time-series prediction.

Superconducting Quantum Electronics

1989 Science
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Release : 1989
Genre : Science
Kind : eBook
Book Rating : 764/5 ( reviews)

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Book Synopsis Superconducting Quantum Electronics by : Volkmar Kose

Download or read book Superconducting Quantum Electronics written by Volkmar Kose. This book was released on 1989. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Artificial Higher Order Neural Networks for Control and Recognition

2016-05-05 Computers
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Release : 2016-05-05
Genre : Computers
Kind : eBook
Book Rating : 642/5 ( reviews)

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Book Synopsis Applied Artificial Higher Order Neural Networks for Control and Recognition by : Zhang, Ming

Download or read book Applied Artificial Higher Order Neural Networks for Control and Recognition written by Zhang, Ming. This book was released on 2016-05-05. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, Higher Order Neural Networks (HONNs) have been widely adopted by researchers for applications in control signal generating, pattern recognition, nonlinear recognition, classification, and predition of control and recognition scenarios. Due to the fact that HONNs have been proven to be faster, more accurate, and easier to explain than traditional neural networks, their applications are limitless. Applied Artificial Higher Order Neural Networks for Control and Recognition explores the ways in which higher order neural networks are being integrated specifically for intelligent technology applications. Emphasizing emerging research, practice, and real-world implementation, this timely reference publication is an essential reference source for researchers, IT professionals, and graduate-level computer science and engineering students.

Machine Learning

2010-02-01 Games & Activities
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Release : 2010-02-01
Genre : Games & Activities
Kind : eBook
Book Rating : 331/5 ( reviews)

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Book Synopsis Machine Learning by : Yagang Zhang

Download or read book Machine Learning written by Yagang Zhang. This book was released on 2010-02-01. Available in PDF, EPUB and Kindle. Book excerpt: Machine learning techniques have the potential of alleviating the complexity of knowledge acquisition. This book presents today’s state and development tendencies of machine learning. It is a multi-author book. Taking into account the large amount of knowledge about machine learning and practice presented in the book, it is divided into three major parts: Introduction, Machine Learning Theory and Applications. Part I focuses on the introduction to machine learning. The author also attempts to promote a new design of thinking machines and development philosophy. Considering the growing complexity and serious difficulties of information processing in machine learning, in Part II of the book, the theoretical foundations of machine learning are considered, and they mainly include self-organizing maps (SOMs), clustering, artificial neural networks, nonlinear control, fuzzy system and knowledge-based system (KBS). Part III contains selected applications of various machine learning approaches, from flight delays, network intrusion, immune system, ship design to CT and RNA target prediction. The book will be of interest to industrial engineers and scientists as well as academics who wish to pursue machine learning. The book is intended for both graduate and postgraduate students in fields such as computer science, cybernetics, system sciences, engineering, statistics, and social sciences, and as a reference for software professionals and practitioners.

Advances in Intelligent Networking and Collaborative Systems

2023-08-28 Technology & Engineering
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Release : 2023-08-28
Genre : Technology & Engineering
Kind : eBook
Book Rating : 71X/5 ( reviews)

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Book Synopsis Advances in Intelligent Networking and Collaborative Systems by : Leonard Barolli

Download or read book Advances in Intelligent Networking and Collaborative Systems written by Leonard Barolli. This book was released on 2023-08-28. Available in PDF, EPUB and Kindle. Book excerpt: With the fast development of the Internet, we are experiencing a shift from the traditional sharing of information and applications as the main purpose of the Web to an emergent paradigm, which locates people at the very center of networks and exploits the value of people's connections, relations, and collaboration. Social networks are also playing a major role in the dynamics and structure of intelligent Web-based networking and collaborative systems. Virtual campuses, virtual communities, and organizations strongly leverage intelligent networking and collaborative systems by a great variety of formal and informal electronic relations, such as business-to-business, peer-to-peer, and many types of online collaborative learning interactions, including the emerging e-learning systems. This has resulted in entangled systems that need to be managed efficiently and in an autonomous way. In addition, latest and powerful technologies based on grid and wireless infrastructure as well as cloud computing are currently enhancing collaborative and networking applications a great deal but also facing new issues and challenges. The principal purpose of the research and development community is to stimulate research that will lead to the creation of responsive environments for networking and, at longer term, the development of adaptive, secure, mobile, and intuitive intelligent systems for collaborative work and learning. The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to intelligent social networks and collaborative systems, intelligent networking systems, mobile collaborative systems, secure intelligent cloud systems, etc., as well as to reveal synergies among various paradigms in such a multi-disciplinary field intelligent collaborative systems.

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