Jardim-Goncalves / Sgurev / Jotsov Intelligent Systems: Theory, Research and Innovation in Applications

Erscheinungsjahr 2020
ISBN: 978-3-030-38704-4
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 363 Seiten

Reihe: Studies in Computational Intelligence

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.

Zielgruppe

Research

Autoren/Hrsg.

Jardim-Goncalves, Ricardo

Sgurev, Vassil

Jotsov, Vladimir

Kacprzyk, Janusz

Inhaltsverzeichnis

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.