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Intelligent systems: theory, researc...

Jardim-Goncalves, Ricardo.

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Intelligent systems: theory, research and innovation in applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	Intelligent systems: theory, research and innovation in applications/ edited by Ricardo Jardim-Goncalves ... [et al.].
other author:	Jardim-Goncalves, Ricardo.
Published:	Cham :Springer International Publishing : : 2020.,
Description:	xii, 363 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Interpretable Convolutional Neural Networks using a rule-based framework for classification -- Smart Manufacturing Systems: A Game Theory -- Ensembles of Cluster Validation Indices for Label Noise Filtering -- Interpretation, Modeling, and Visualization of Crowdsourced Road Condition Data -- A New Network Flow Platform for Building Artificial Neural Networks -- Empowering SMEs with Cyber-Physical Production Systems: From Modelling a Polishing Process of Cutlery Production to CPPS Experimentation -- Intelligent Approach for Analysis of 3D Digitalization of Planer Objects for Visually Impaired People -- Semantically Enriched Multi-level Sequential Pattern Mining for Exploring Heterogeneous Event Log Data -- One Class Classification-based Anomaly Detection for Marine Engines -- Enhanced Methodologies in Photovoltaic Production with Energy Storage Systems Integrating Multi-cell Lithium-Ion Batterie -- Mobility in the Era of Digitalization: Thinking Mobility as a Service (MaaS) -- Fuzzy Modelling Methodologies Based on OKID/ERA Algorithm Applied to Quadrotor Aerial Robots -- A Generic Architecture for Cyber-Physical-Social Space Applications.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligence. -
Online resource:	https://doi.org/10.1007/978-3-030-38704-4
ISBN:	9783030387044

Intelligent systems: theory, research and innovation in applications
Intelligent systems: theory, research and innovation in applications[electronic resource] /edited by Ricardo Jardim-Goncalves ... [et al.]. - Cham :Springer International Publishing :2020. - xii, 363 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v.8641860-949X ;. - Studies in computational intelligence ;v.864..

Interpretable Convolutional Neural Networks using a rule-based framework for classification -- Smart Manufacturing Systems: A Game Theory -- Ensembles of Cluster Validation Indices for Label Noise Filtering -- Interpretation, Modeling, and Visualization of Crowdsourced Road Condition Data -- A New Network Flow Platform for Building Artificial Neural Networks -- Empowering SMEs with Cyber-Physical Production Systems: From Modelling a Polishing Process of Cutlery Production to CPPS Experimentation -- Intelligent Approach for Analysis of 3D Digitalization of Planer Objects for Visually Impaired People -- Semantically Enriched Multi-level Sequential Pattern Mining for Exploring Heterogeneous Event Log Data -- One Class Classification-based Anomaly Detection for Marine Engines -- Enhanced Methodologies in Photovoltaic Production with Energy Storage Systems Integrating Multi-cell Lithium-Ion Batterie -- Mobility in the Era of Digitalization: Thinking Mobility as a Service (MaaS) -- Fuzzy Modelling Methodologies Based on OKID/ERA Algorithm Applied to Quadrotor Aerial Robots -- A Generic Architecture for Cyber-Physical-Social Space Applications.

From artificial neural net / game theory / semantic applications, to modeling tools, smart manufacturing systems, and data science research - this book offers a broad overview of modern intelligent methods and applications of machine learning, evolutionary computation, Industry 4.0 technologies, and autonomous agents leading to the Internet of Things and potentially a new technological revolution. Though chiefly intended for IT professionals, it will also help a broad range of users of future emerging technologies adapt to the new smart / intelligent wave. In separate chapters, the book highlights fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems. Covering major European projects paving the way to a serious smart / intelligent collaboration, the chapters explore e.g. cyber-security issues, 3D digitization, aerial robots, and SMEs that have introduced cyber-physical production systems. Taken together, they offer unique insights into contemporary artificial intelligence and its potential for innovation.

ISBN: 9783030387044

Standard No.: 10.1007/978-3-030-38704-4doiSubjects--Topical Terms:

516317
Artificial intelligence.

LC Class. No.: Q335 / .I57 2020

Dewey Class. No.: 006.3

Intelligent systems: theory, research and innovation in applications
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245 0 0 $a Intelligent systems: theory, research and innovation in applications $h [electronic resource] / $c edited by Ricardo Jardim-Goncalves ... [et al.].
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300 $a xii, 363 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-949X ; $v v.864
505 0 $a Interpretable Convolutional Neural Networks using a rule-based framework for classification -- Smart Manufacturing Systems: A Game Theory -- Ensembles of Cluster Validation Indices for Label Noise Filtering -- Interpretation, Modeling, and Visualization of Crowdsourced Road Condition Data -- A New Network Flow Platform for Building Artificial Neural Networks -- Empowering SMEs with Cyber-Physical Production Systems: From Modelling a Polishing Process of Cutlery Production to CPPS Experimentation -- Intelligent Approach for Analysis of 3D Digitalization of Planer Objects for Visually Impaired People -- Semantically Enriched Multi-level Sequential Pattern Mining for Exploring Heterogeneous Event Log Data -- One Class Classification-based Anomaly Detection for Marine Engines -- Enhanced Methodologies in Photovoltaic Production with Energy Storage Systems Integrating Multi-cell Lithium-Ion Batterie -- Mobility in the Era of Digitalization: Thinking Mobility as a Service (MaaS) -- Fuzzy Modelling Methodologies Based on OKID/ERA Algorithm Applied to Quadrotor Aerial Robots -- A Generic Architecture for Cyber-Physical-Social Space Applications.
520 $a From artificial neural net / game theory / semantic applications, to modeling tools, smart manufacturing systems, and data science research - this book offers a broad overview of modern intelligent methods and applications of machine learning, evolutionary computation, Industry 4.0 technologies, and autonomous agents leading to the Internet of Things and potentially a new technological revolution. Though chiefly intended for IT professionals, it will also help a broad range of users of future emerging technologies adapt to the new smart / intelligent wave. In separate chapters, the book highlights fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems. Covering major European projects paving the way to a serious smart / intelligent collaboration, the chapters explore e.g. cyber-security issues, 3D digitization, aerial robots, and SMEs that have introduced cyber-physical production systems. Taken together, they offer unique insights into contemporary artificial intelligence and its potential for innovation.
650 0 $a Artificial intelligence. $3 516317
650 0 $a Computer networks. $3 539554
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 1619875
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830 0 $a Studies in computational intelligence ; $v v.864. $3 3530212
856 4 0 $u https://doi.org/10.1007/978-3-030-38704-4
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)