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Learning systems = from theory to pr...

Sgurev, Vassil.

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Learning systems = from theory to practice /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Learning systems/ edited by Vassil Sgurev, Vincenzo Piuri, Vladimir Jotsov.
其他題名:	from theory to practice /
其他作者:	Sgurev, Vassil.
出版者:	Cham :Springer International Publishing : : 2018.,
面頁冊數:	xii, 301 p. :ill., digital ;24 cm.
內容註:	From von Neumann architecture and Atanasoff's ABC to Neuro-morphic Computation and Kasabov's NeuCube: Principles and Implementations -- Applications of Computational Intelligence in Industrial and Environmental Scenarios -- Real, Imaginary and Complex Sets -- Intercriteria analysis over patterns -- From Primary to Conventional Science -- Intelligent Two-Level Optimization and Model Predictive Control of Degrading Plants -- Collaborative Clustering: New Perspective to Rank Factor Granules -- Learning through Contstraint Applications -- Autonomous Flight Control and Precise Gestural Positioning of a Small Quadrotor -- Introduction to the Theory of Randomized Machine Learning -- Grid-Type Fuzzy Models for Performance Evaluation and Condition Monitoring of Photovoltaic Systems -- Intelligent Control of Uncertain Switched Nonlinear Plants: NFG Optimum Control Synthesis via Switched Fuzzy Time-delay Systems -- Multidimensional Intuitionistic Fuzzy Quantifiers and Level Operators -- Data Processing and Harmonization for Intelligent Transportation Systems. An Application Scenario on Highway Traffic Flows.
Contained By:	Springer eBooks
標題:	Machine learning. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-75181-8
ISBN:	9783319751818

Learning systems = from theory to practice /
Learning systemsfrom theory to practice /[electronic resource] :edited by Vassil Sgurev, Vincenzo Piuri, Vladimir Jotsov. - Cham :Springer International Publishing :2018. - xii, 301 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.7561860-949X ;. - Studies in computational intelligence ;v.756..

From von Neumann architecture and Atanasoff's ABC to Neuro-morphic Computation and Kasabov's NeuCube: Principles and Implementations -- Applications of Computational Intelligence in Industrial and Environmental Scenarios -- Real, Imaginary and Complex Sets -- Intercriteria analysis over patterns -- From Primary to Conventional Science -- Intelligent Two-Level Optimization and Model Predictive Control of Degrading Plants -- Collaborative Clustering: New Perspective to Rank Factor Granules -- Learning through Contstraint Applications -- Autonomous Flight Control and Precise Gestural Positioning of a Small Quadrotor -- Introduction to the Theory of Randomized Machine Learning -- Grid-Type Fuzzy Models for Performance Evaluation and Condition Monitoring of Photovoltaic Systems -- Intelligent Control of Uncertain Switched Nonlinear Plants: NFG Optimum Control Synthesis via Switched Fuzzy Time-delay Systems -- Multidimensional Intuitionistic Fuzzy Quantifiers and Level Operators -- Data Processing and Harmonization for Intelligent Transportation Systems. An Application Scenario on Highway Traffic Flows.

By presenting the latest advances in fuzzy sets and computing with words from around the globe, this book disseminates recent innovations in advanced intelligent technologies and systems. From intelligent control and intuitionistic fuzzy quantifiers to various data science and industrial applications, it includes a wide range of valuable lessons learned and ideas for future intelligent products and systems.

ISBN: 9783319751818

Standard No.: 10.1007/978-3-319-75181-8doiSubjects--Topical Terms:

533906
Machine learning.

LC Class. No.: Q325.5 / .L437 2018

Dewey Class. No.: 006.31

Learning systems = from theory to practice /
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