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

Published Cham, Switzerland : Springer, [2019]

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Description 1 online resource (XXX, 926 pages) : illustrations (some color) Series Lecture notes in computer science ; 11507 LNCS sublibray: SL1 - Theoretical computer science and general issues Lecture notes in computer science ; 11507. LNCS sublibrary. SL 1, Theoretical computer science and general issues. Contents 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 bioinformatics Summary 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 bioinformatics Bibliography Includes bibliographical references and author index Notes Online resource; title from digital title page (viewed on August 02, 2019) Subject Neural networks (Computer science) -- Congresses Neural networks (Neurobiology) -- Congresses Computational intelligence -- Congresses Neural networks (Neurobiology) Neural networks (Computer science) Computational intelligence Artificial intelligence Bioinformatics Computer security Computer software Computer vision Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Rojas, Ignacio, editor Joya, Gonzalo, editor Catala, Andreu, editor ISBN 9783030205188 3030205185

Other Titles IWANN 2019

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