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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 I

Editors: Rojas, Ignacio, Joya, Gonzalo, Catala, Andreu (Eds.)

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eBook $109.00
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  • ISBN 978-3-030-20521-8
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Softcover $139.99
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  • ISBN 978-3-030-20520-1
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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)
  • A Deeper Look into ‘Deep Learning of Aftershock Patterns Following Large Earthquakes’: Illustrating First Principles in Neural Network Physical Interpretability

    Pages 3-14

    Mignan, Arnaud (et al.)

  • Boosting Wavelet Neural Networks Using Evolutionary Algorithms for Short-Term Wind Speed Time Series Forecasting

    Pages 15-26

    Wei, Hua-Liang

  • An Approach to Rain Detection Using Sobel Image Pre-processing and Convolutional Neuronal Networks

    Pages 27-38

    Godoy-Rosario, José A. (et al.)

  • On the Application of a Recurrent Neural Network for Rainfall Quantification Based on the Received Signal from Microwave Links

    Pages 39-51

    Guerra-Moreno, Ivan (et al.)

  • Ambient Temperature Estimation Using WSN Links and Gaussian Process Regression

    Pages 52-62

    Inácio, Sofia I. (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-030-20521-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-030-20520-1
  • 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 I
Editors
  • Ignacio Rojas
  • Gonzalo Joya
  • Andreu Catala
Series Title
Theoretical Computer Science and General Issues
Series Volume
11506
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-20521-8
DOI
10.1007/978-3-030-20521-8
Softcover ISBN
978-3-030-20520-1
Edition Number
1
Number of Pages
XXX, 940
Number of Illustrations
132 b/w illustrations, 262 illustrations in colour
Topics