Advances in Computational Intelligence
15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II
Editors: Rojas, Ignacio, Joya, Gonzalo, Catala, Andreu (Eds.)
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- About this book
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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.
- Table of contents (75 chapters)
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Fuzzy Preprocessing for Semi-supervised Image Classification in Modern Industry
Pages 3-13
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Interpretability of Recurrent Neural Networks Trained on Regular Languages
Pages 14-25
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Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2
Pages 26-37
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Scale-Space Theory, F-transform Kernels and CNN Realization
Pages 38-48
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Numerosity Representation in InfoGAN: An Empirical Study
Pages 49-60
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Table of contents (75 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Advances in Computational Intelligence
- Book Subtitle
- 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part II
- Editors
-
- Ignacio Rojas
- Gonzalo Joya
- Andreu Catala
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 11507
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-20518-8
- DOI
- 10.1007/978-3-030-20518-8
- Softcover ISBN
- 978-3-030-20517-1
- Edition Number
- 1
- Number of Pages
- XXX, 926
- Number of Illustrations
- 211 b/w illustrations, 306 illustrations in colour
- Topics
