| Description |
1 online resource (xii, 363 pages) : illustrations (some color) |
| Series |
Studies in computational intelligence, 1860-949X ; volume 864 |
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Studies in computational intelligence ; v. 864. 1860-949X
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| Contents |
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 |
| Summary |
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 |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed March 30, 2020) |
| Subject |
Artificial intelligence.
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Computer networks.
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Artificial Intelligence
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Computer Communication Networks
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artificial intelligence.
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Artificial intelligence
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Computer networks
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| Form |
Electronic book
|
| Author |
Jardim-Gonçalves, R. (Ricardo), editor.
|
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Sgurev, Vasil, editor.
|
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Jotsov, Vladimir, editor.
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Kacprzyk, Janusz, editor.
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| ISBN |
9783030387044 |
|
3030387046 |
|
3030387038 |
|
9783030387037 |
|
9783030387051 |
|
3030387054 |
|
9783030387068 |
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3030387062 |
|
