Advances in Computational Intelligence : 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II / edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala

Contributor(s):

Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Theoretical Computer Science and General Issues ; 11507 | Springer eBooks Computer SciencePublisher: Cham : Springer, 2019Edition: 1st ed. 2019Description: 1 Online-Ressource (XXX, 926 p. 517 illus., 306 illus. in color)ISBN:

9783030205188

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Additional physical formats: 9783030205171 | Erscheint auch als: 978-3-030-20517-1 Druck-AusgabeDDC classification:

570.285 23
570.113 23

LOC classification:

QH324.2-324.25

DOI: DOI: 10.1007/978-3-030-20518-8Online resources:

Summary: Deep learning beyond convolution -- Artificial neural network for biomedical image processing -- Machine learning in vision and robotics -- System identification, process control, and manufacturing -- Image and signal processing -- Soft computing -- Mathematics for neural networks -- Internet modeling, communication and networking -- Expert systems -- Evolutionary and genetic algorithms -- Advances in computational intelligence -- Computational biology and bioinformaticsSummary: This two-volume set LNCS 10305 and LNCS 10306 constitutes the refereed proceedings of the 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, held at Gran Canaria, Spain, in June 2019. The 150 revised full papers presented in this two-volume set were carefully reviewed and selected from 210 submissions. The papers are organized in topical sections on machine learning in weather observation and forecasting; computational intelligence methods for time series; human activity recognition; new and future tendencies in brain-computer interface systems; random-weights neural networks; pattern recognition; deep learning and natural language processing; software testing and intelligent systems; data-driven intelligent transportation systems; deep learning models in healthcare and biomedicine; deep learning beyond convolution; artificial neural network for biomedical image processing; machine learning in vision and robotics; system identification, process control, and manufacturing; image and signal processing; soft computing; mathematics for neural networks; internet modeling, communication and networking; expert systems; evolutionary and genetic algorithms; advances in computational intelligence; computational biology and bioinformaticsPPN: PPN: 1668642948Package identifier: Produktsigel: ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB

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