Advances in Computational Intelligence : 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II / IWANN 2019 Ignacio Rojas, Gonzalo Joya, Andreu Catala (eds.). - 1 online resource (XXX, 926 pages) : illustrations (some color) - Lecture notes in computer science ; 11507 LNCS sublibray: SL1 - Theoretical computer science and general issues Serienbezeichnung . - Lecture notes in computer science ; 11507. LNCS sublibrary. SL 1, Theoretical computer science and general issues. .

Includes bibliographical references and author index.

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.

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.

9783030205188 3030205185

10.1007/978-3-030-20518-8 doi

com.springer.onix.9783030205188 Springer Nature

GBB9C0312 bnb

019433054 Uk


Neural networks (Computer science)--Congresses.
Neural networks (Neurobiology)--Congresses.
Computational intelligence--Congresses.
Artificial intelligence.
Bioinformatics.
Computer security.
Computer software.
Computer vision.


Electronic books.
Conference papers and proceedings.

QA76.87 / .I588 2019

006.3/2 570.285

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