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Advances in Computational Intelligence : 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Gran Canaria, Spain, June 12-14, 2019, Proceedings, Part I / edited by Ignacio Rojas, Gonzalo Joya, Andreu Catala.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 11506
- Theoretical Computer Science and General Issues, 2512-2029 ; 11506
- Language:
- English
- Subjects (All):
- Bioinformatics.
- Artificial intelligence.
- Computer vision.
- Computer networks.
- Algorithms.
- Data protection.
- Computational and Systems Biology.
- Artificial Intelligence.
- Computer Vision.
- Computer Communication Networks.
- Data and Information Security.
- Local Subjects:
- Computational and Systems Biology.
- Artificial Intelligence.
- Computer Vision.
- Computer Communication Networks.
- Algorithms.
- Data and Information Security.
- Physical Description:
- 1 online resource (XXX, 940 pages) : 394 illustrations, 262 illustrations in color.
- Edition:
- 1st ed. 2019.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2019.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-20521-8
- 9783030205218
- Access Restriction:
- Restricted for use by site license.
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