Theoretical Computer Science and General Issues

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

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)

Table of contents (75 chapters)
  • Fuzzy Preprocessing for Semi-supervised Image Classification in Modern Industry

    Hurtik, Petr (et al.)

    Pages 3-13

  • Interpretability of Recurrent Neural Networks Trained on Regular Languages

    Oliva, Christian (et al.)

    Pages 14-25

  • Unsupervised Learning as a Complement to Convolutional Neural Network Classification in the Analysis of Saccadic Eye Movement in Spino-Cerebellar Ataxia Type 2

    Stoean, Catalin (et al.)

    Pages 26-37

  • Scale-Space Theory, F-transform Kernels and CNN Realization

    Molek, Vojtech (et al.)

    Pages 38-48

  • Numerosity Representation in InfoGAN: An Empirical Study

    Zanetti, Andrea (et al.)

    Pages 49-60

Buy this book

eBook $99.00
price for USA in USD (gross)
  • ISBN 978-3-030-20518-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $129.99
price for USA in USD
  • ISBN 978-3-030-20517-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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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