國立虎尾科技大學 |

Intelligent Systems: Theory, Research and Innovation in Applications

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Intelligent Systems: Theory, Research and Innovation in Applications/ edited by Ricardo Jardim-Goncalves, Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk.
其他作者:	Kacprzyk, Janusz.
面頁冊數:	XII, 363 p. 153 illus., 108 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Mathematical Models of Cognitive Processes and Neural Networks. -
電子資源:	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, Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk. - 1st ed. 2020. - XII, 363 p. 153 illus., 108 illus. in color.online resource. - Studies in Computational Intelligence,8641860-949X ;. - Studies in Computational Intelligence,564.

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:

884110
Mathematical Models of Cognitive Processes and Neural Networks.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Intelligent Systems: Theory, Research and Innovation in Applications
LDR:03757nam a22004095i 4500 001 1021647
003 DE-He213
005 20200705063344.0
007 cr nn 008mamaa
008 210318s2020 gw | s |||| 0|eng d
020 $a 9783030387044 $9 978-3-030-38704-4
024 7 $a 10.1007/978-3-030-38704-4 $2 doi
035 $a 978-3-030-38704-4
050 4 $a Q342
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
245 1 0 $a Intelligent Systems: Theory, Research and Innovation in Applications $h [electronic resource] / $c edited by Ricardo Jardim-Goncalves, Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk.
250 $a 1st ed. 2020.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a XII, 363 p. 153 illus., 108 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Computational Intelligence, $x 1860-949X ; $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 2 4 $a Mathematical Models of Cognitive Processes and Neural Networks. $3 884110
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Neural networks (Computer science) . $3 1253765
650 0 $a Computational intelligence. $3 568984
700 1 $a Kacprzyk, Janusz. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 671325
700 1 $a Jotsov, Vladimir. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1202328
700 1 $a Sgurev, Vassil. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1105964
700 1 $a Jardim-Goncalves, Ricardo. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1317317
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030387037
776 0 8 $i Printed edition: $z 9783030387051
776 0 8 $i Printed edition: $z 9783030387068
830 0 $a Studies in Computational Intelligence, $x 1860-949X ; $v 564 $3 1253640
856 4 0 $u https://doi.org/10.1007/978-3-030-38704-4
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)