Intelligent Systems in Industrial Applications

Inbunden, Engelska, 2021

Del i serien Studies in Computational Intelligence

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Beskrivning

The spectrum of the presented contributions ranges from education and training, industrial applications in production and logistics to the development of new approaches in basic research, which will further expand the possibilities of future applications of AI in industrial settings.

Produktinformation

Utgivningsdatum:2021-02-04
Mått:155 x 235 x 18 mm
Vikt:506 g
Format:Inbunden
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:208
Upplaga:21001
Förlag:Springer Nature Switzerland AG
ISBN:9783030671471

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Innehållsförteckning

Part I: Applications in the Automotive and Transport Sector.- Parameter Tuning for Speed Changes Detection in On-Road Audio Recordings of Single Drives?.- Attempt to better trust classiﬁcation models: Application to the Ageing of Refrigerated Transport Vehicles.- Part II: Perspectives on Artiﬁcial Learning.- Automatic Stopwords Identiﬁcation from Very Small Corpora.- BacAnalytics: A Tool to Support Secondary School Examination inFrance.- Towards Visual Concept Learning and Reasoning: On Insights into Representative Approaches.- The Impact of Supercategory Inclusion on Semantic Classiﬁer Performance.- Recognition of the Flue Pipe Type Using Deep Learning.- Part III: Industrial Applications.- Adaptive Autonomous Machines - Modeling and Architecture?.- Automated completion of partial conﬁgurations as a diagnosis task Using FastDiag to improve performance.- Exploring conﬁgurator users’ motivational drivers for digital social interaction.- Impact of the Application of Artiﬁcial IntelligenceTechnologies in a Content Management System of a Media.- A Conversion of Feature Models into an Executable Representation in Microsoft Excel.- Part IV: Basic Research and Algorithmic Problems.- Explainable Artiﬁcial Intelligence. Model Discovery with Constraint Programming.- Deep Distributional Temporal Diﬀerence Learning for Game Playing.