Intelligent Systems: Theory, Research and Innovation in Applications
Published on 4. March 2021
Book
Paperback/Softback
XII, 363 pages
978-3-030-38706-8 (ISBN)
Description
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.
More details
Series
Edition
2020 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
45 s/w Abbildungen, 108 farbige Abbildungen
XII, 363 p. 153 illus., 108 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 21 mm
Weight
569 gr
ISBN-13
978-3-030-38706-8 (9783030387068)
DOI
10.1007/978-3-030-38704-4
Schweitzer Classification
Other editions
Additional editions
Ricardo Jardim-Goncalves | Vassil Sgurev | Vladimir Jotsov
Intelligent Systems: Theory, Research and Innovation in Applications
Book
03/2020
Springer
€106.99
Shipment within 7-9 days
Content
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.