Artificial Neural Networks - ICANN 2010
20th International Conference, Thessaloniki, Greece, Septmeber 15-18, 2020, Proceedings, Part II
Editors: Diamantaras, Konstantinos, Duch, Wlodek, Iliadis, Lazaros (Eds.)
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- About this book
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th This volume is part of the three-volume proceedings of the 20 International Conference on Arti?cial Neural Networks (ICANN 2010) that was held in Th- saloniki, Greece during September 15–18, 2010. ICANN is an annual meeting sponsored by the European Neural Network Society (ENNS) in cooperation with the International Neural Network So- ety (INNS) and the Japanese Neural Network Society (JNNS). This series of conferences has been held annually since 1991 in Europe, covering the ?eld of neurocomputing, learning systems and other related areas. As in the past 19 events, ICANN 2010 provided a distinguished, lively and interdisciplinary discussion forum for researches and scientists from around the globe. Ito?eredagoodchanceto discussthe latestadvancesofresearchandalso all the developments and applications in the area of Arti?cial Neural Networks (ANNs). ANNs provide an information processing structure inspired by biolo- cal nervous systems and they consist of a large number of highly interconnected processing elements (neurons). Each neuron is a simple processor with a limited computing capacity typically restricted to a rule for combining input signals (utilizing an activation function) in order to calculate the output one. Output signalsmaybesenttootherunitsalongconnectionsknownasweightsthatexcite or inhibit the signal being communicated. ANNs have the ability “to learn” by example (a large volume of cases) through several iterations without requiring a priori ?xed knowledge of the relationships between process parameters.
- Table of contents (65 chapters)
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Convergence Improvement of Active Set Training for Support Vector Regressors
Pages 1-10
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The Complex Gaussian Kernel LMS Algorithm
Pages 11-20
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Support Vector Machines-Kernel Algorithms for the Estimation of the Water Supply in Cyprus
Pages 21-29
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Faster Directions for Second Order SMO
Pages 30-39
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Almost Random Projection Machine with Margin Maximization and Kernel Features
Pages 40-48
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Table of contents (65 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Artificial Neural Networks - ICANN 2010
- Book Subtitle
- 20th International Conference, Thessaloniki, Greece, Septmeber 15-18, 2020, Proceedings, Part II
- Editors
-
- Konstantinos Diamantaras
- Wlodek Duch
- Lazaros Iliadis
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 6353
- Copyright
- 2010
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-15822-3
- DOI
- 10.1007/978-3-642-15822-3
- Softcover ISBN
- 978-3-642-15821-6
- Edition Number
- 1
- Number of Pages
- XVI, 543
- Number of Illustrations
- 217 b/w illustrations
- Topics
