Rojas / Joya / Catala Advances in Computational Intelligence

15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II
Erscheinungsjahr 2019
ISBN: 978-3-030-20518-8
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, Band 11507, 926 Seiten, eBook

Reihe: Lecture Notes in Computer Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Rojas, Ignacio

Joya, Gonzalo

Catala, Andreu

Inhaltsverzeichnis

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.