Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11507)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): IWANN: International Work-Conference on Artificial Neural Networks
Conference proceedings info: IWANN 2019.
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Table of contents (75 papers)
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Front Matter
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Deep Learning Beyond Convolution
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Front Matter
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Artificial Neural Network for Biomedical Image Processing
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Front Matter
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Machine Learning in Vision and Robotics
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Front Matter
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Other Volumes
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Advances in Computational Intelligence
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.
Keywords
- clustering
- computing platforms
- knowledge representation and reasoning
- cognitive robotics
- search methodologies
- distributed artificial intelligence
- computer vision
- machine learning
- deep learning
- brain computer interface
- computational linguistics
- computer networks
- genetic algorithms
- image processing
- image segmentation
- learning algorithms
- neural networks
- Support Vector Machines (SVM)
- wireless telecommunication systems
- algorithm analysis and problem complexity
Editors and Affiliations
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University of Granada, Granada, Spain
Ignacio Rojas
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University of Malaga, Malaga, Spain
Gonzalo Joya
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Polytechnic University of Catalonia, Barcelona, Spain
Andreu Catala
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: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-20518-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-20517-1Published: 16 May 2019
eBook ISBN: 978-3-030-20518-8Published: 05 June 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXX, 926
Number of Illustrations: 211 b/w illustrations, 306 illustrations in colour
Topics: Computational Biology/Bioinformatics, Artificial Intelligence, Image Processing and Computer Vision, Computer Communication Networks, Algorithm Analysis and Problem Complexity, Systems and Data Security