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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.
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.
Titel: | Advances in Computational Intelligence |
Untertitel: | 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I |
Editor: | |
EAN: | 9783030205201 |
ISBN: | 3030205207 |
Format: | Kartonierter Einband |
Herausgeber: | Springer International Publishing |
Anzahl Seiten: | 972 |
Gewicht: | 1440g |
Größe: | H235mm x B155mm x T51mm |
Jahr: | 2019 |
Untertitel: | Englisch |
Auflage: | 1st ed. 2019 |
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