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Intelligent Systems: Theory, Research and Innovation in Applications 2020 ed. [Hardback]

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  • Format: Hardback, 363 pages, height x width: 235x155 mm, weight: 729 g, 108 Illustrations, color; 45 Illustrations, black and white; XII, 363 p. 153 illus., 108 illus. in color., 1 Hardback
  • Series: Studies in Computational Intelligence 864
  • Pub. Date: 04-Mar-2020
  • Publisher: Springer Nature Switzerland AG
  • ISBN-10: 3030387038
  • ISBN-13: 9783030387037
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Intelligent Systems: Theory, Research and Innovation in Applications 2020 ed.Larger Image
  • Format: Hardback, 363 pages, height x width: 235x155 mm, weight: 729 g, 108 Illustrations, color; 45 Illustrations, black and white; XII, 363 p. 153 illus., 108 illus. in color., 1 Hardback
  • Series: Studies in Computational Intelligence 864
  • Pub. Date: 04-Mar-2020
  • Publisher: Springer Nature Switzerland AG
  • ISBN-10: 3030387038
  • ISBN-13: 9783030387037
Other books in subject:
Permanent link: https://www.kriso.lt/db/9783030387037.html
Keywords:
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.
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.