UID:
almahu_9948274960502882
Umfang:
XII, 363 p. 153 illus., 108 illus. in color.
,
online resource.
Ausgabe:
1st ed. 2020.
ISBN:
9783030387044
Serie:
Studies in Computational Intelligence, 864
Inhalt:
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.
Anmerkung:
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.
In:
Springer eBooks
Weitere Ausg.:
Printed edition: ISBN 9783030387037
Weitere Ausg.:
Printed edition: ISBN 9783030387051
Weitere Ausg.:
Printed edition: ISBN 9783030387068
Sprache:
Englisch
DOI:
10.1007/978-3-030-38704-4
URL:
https://doi.org/10.1007/978-3-030-38704-4
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