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Intelligent Systems: Theory, Research and Innovation in Applications

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Intelligent Systems: Theory, Research and Innovation in Applications/ edited by Ricardo Jardim-Goncalves, Vassil Sgurev, Vladimir Jotsov, Janusz Kacprzyk.
other author:	Jardim-Goncalves, Ricardo.
Description:	XII, 363 p. 153 illus., 108 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational 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, 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:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Intelligent Systems: Theory, Research and Innovation in Applications
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