Foundation of Computational Intelligence

Advances of Computational Intelligence in Industrial Systems  eBooks & eLearning

Posted by ChrisRedfield at Sept. 7, 2014
Advances of Computational Intelligence in Industrial Systems

Ying Liu, Aixin Sun, Han Tong Loh, Wen Feng Lu, Ee-Peng Lim - Advances of Computational Intelligence in Industrial Systems
Published: 2008-05-23 | ISBN: 3540782966, 3642096980 | PDF | 376 pages | 10 MB

Interpretability of Computational Intelligence-Based Regression Models (Repost)  eBooks & eLearning

Posted by AvaxGenius at July 18, 2017
Interpretability of Computational Intelligence-Based Regression Models (Repost)

Interpretability of Computational Intelligence-Based Regression Models By Tamás Kenesei, János Abonyi
English | PDF | 2015 | 89 Pages | ISBN : 3319219413 | 3 MB

The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees.

Interpretability of Computational Intelligence-Based Regression Models (Repost)  eBooks & eLearning

Posted by AvaxGenius at June 11, 2017
Interpretability of Computational Intelligence-Based Regression Models (Repost)

Interpretability of Computational Intelligence-Based Regression Models By Tamás Kenesei, János Abonyi
English | PDF | 2015 | 89 Pages | ISBN : 3319219413 | 3 MB

The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees.

Springer Handbook of Computational Intelligence (Springer Handbooks) [Repost]  eBooks & eLearning

Posted by hill0 at June 3, 2017
Springer Handbook of Computational Intelligence (Springer Handbooks) [Repost]

Springer Handbook of Computational Intelligence (Springer Handbooks) by Janusz Kacprzyk
English | 18 May 2015 | ISBN: 3662435047 | 1634 Pages | PDF | 65.79 MB

The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence.

Interpretability of Computational Intelligence-Based Regression Models  eBooks & eLearning

Posted by AvaxGenius at May 21, 2017
Interpretability of Computational Intelligence-Based Regression Models

Interpretability of Computational Intelligence-Based Regression Models By Tamás Kenesei, János Abonyi
English | PDF | 2015 | 89 Pages | ISBN : 3319219413 | 3 MB

The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees.

Data Science and Big Data: An Environment of Computational Intelligence  eBooks & eLearning

Posted by AvaxGenius at March 23, 2017
Data Science and Big Data: An Environment of Computational Intelligence

Data Science and Big Data: An Environment of Computational Intelligence By Witold Pedrycz, Shyi-Ming Chen
English | PDF | 2017 | 303 Pages | ISBN : 3319534734 | 10.45 MB

This book presents a comprehensive and up-to-date treatise of a range of methodological and algorithmic issues. It also discusses implementations and case studies, identifies the best design practices, and assesses data analytics business models and practices in industry, health care, administration and business.Data science and big data go hand in hand and constitute a rapidly growing area of research and have attracted the attention of industry and business alike.

Springer Handbook of Computational Intelligence  eBooks & eLearning

Posted by AvaxGenius at Feb. 11, 2017
Springer Handbook of Computational Intelligence

Springer Handbook of Computational Intelligence By Janusz Kacprzyk, Witold Pedrycz
English | EPUB | 2015 | 1634 Pages | ISBN : 3662435047 | 22.25 MB

The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence.

Handbook of Computational Intelligence (Repost)  eBooks & eLearning

Posted by nebulae at Feb. 7, 2017
Handbook of Computational Intelligence (Repost)

Janusz Kacprzyk, Witold Pedrycz, "Handbook of Computational Intelligence"
2015 | ISBN-10: 3662435047 | 1634 pages | PDF | 65 MB
Foundations of Computational Intelligence Volume 5: Function Approximation and Classification

Ajith Abraham, Aboul-Ella Hassanien, Vaclav Sná#el, "Foundations of Computational Intelligence Volume 5: Function Approximation and Classification"
English | 2009 | ISBN: 3642015352 | PDF | pages: 378 | 4.5 mb

The Fundamentals of Computational Intelligence: System Approach  eBooks & eLearning

Posted by Jeembo at Jan. 16, 2017
The Fundamentals of Computational Intelligence: System Approach

The Fundamentals of Computational Intelligence: System Approach by Mikhail Z. Zgurovsky, Yuriy P. Zaychenko
English | 2017 | ISBN: 3319351605 | 375 Pages | PDF | 18.3 MB

This monograph is dedicated to the systematic presentation of main trends, technologies and methods of computational intelligence (CI). The book pays big attention to novel important CI technology- fuzzy logic (FL) systems and fuzzy neural networks (FNN).