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Author : Stefanos Kollias
Publisher : Springer Science & Business Media
Page : 1041 pages
File Size : 47,7 Mb
Release : 2006
Category : Artificial intelligence
ISBN : 9783540386254
Author : Stefanos Kollias,Andreas Stafylopatis,Wlodzislaw Duch,Erkki Oja
Publisher : Springer
Page : 1008 pages
File Size : 48,5 Mb
Release : 2006-09-01
Category : Computers
ISBN : 9783540386278
The two-volume set LNCS 4131 and LNCS 4132 constitutes the refereed proceedings of the 16th International Conference on Artificial Neural Networks, ICANN 2006. The set presents 208 revised full papers, carefully reviewed and selected from 475 submissions. This first volume presents 103 papers, organized in topical sections on feature selection and dimension reduction for regression, learning algorithms, advances in neural network learning methods, ensemble learning, hybrid architectures, and more.
Author : Stefanos Kollias,Andreas Stafylopatis,Wlodzislaw Duch,Erkki Oja
Publisher : Springer
Page : 1028 pages
File Size : 54,7 Mb
Release : 2006-09-01
Category : Computers
ISBN : 9783540388739
The two-volume set LNCS 4131 and LNCS 4132 constitutes the refereed proceedings of the 16th International Conference on Artificial Neural Networks, ICANN 2006. The set presents 208 revised full papers, carefully reviewed and selected from 475 submissions. This second volume contains 105 contributions related to neural networks, semantic web technologies and multimedia analysis, bridging the semantic gap in multimedia machine learning approaches, signal and time series processing, data analysis, and more.
Author : Anonim
Publisher : Unknown
Page : 0 pages
File Size : 48,8 Mb
Release : 2007
Category : Electronic
ISBN : OCLC:500083911
Author : Stefanos Kollias
Publisher : Springer Science & Business Media
Page : 1060 pages
File Size : 47,9 Mb
Release : 2006
Category : Artificial intelligence
ISBN : 9783540388715
Author : Wlodzislaw Duch
Publisher : Springer Science & Business Media
Page : 718 pages
File Size : 46,5 Mb
Release : 2005
Category : Computers
ISBN : 9783540287520
The two volume set LNCS 3696 and LNCS 3697 constitutes the refereed proceedings of the 15th International Conference on Artificial Neural Networks, ICANN 2005, held in Warsaw, Poland in September 2005. The over 600 papers submitted to ICANN 2005 were thoroughly reviewed and carefully selected for presentation. The first volume includes 106 contributions related to Biological Inspirations; topics addressed are modeling the brain and cognitive functions, development of cognitive powers in embodied systems spiking neural networks, associative memory models, models of biological functions, projects in the area of neuroIT, evolutionary and other biological inspirations, self-organizing maps and their applications, computer vision, face recognition and detection, sound and speech recognition, bioinformatics, biomedical applications, and information- theoretic concepts in biomedical data analysis. The second volume contains 162 contributions related to Formal Models and their Applications and deals with new neural network models, supervised learning algorithms, ensemble-based learning, unsupervised learning, recurent neural networks, reinforcement learning, bayesian approaches to learning, learning theory, artificial neural networks for system modeling, decision making, optimalization and control, knowledge extraction from neural networks, temporal data analysis, prediction and forecasting, support vector machines and kernel-based methods, soft computing methods for data representation, analysis and processing, data fusion for industrial, medical and environmental applications, non-linear predictive models for speech processing, intelligent multimedia and semantics, applications to natural language processing, various applications, computational intelligence in games, and issues in hardware implementation.
Author : Alessandro E.P. Villa,Paolo Masulli,Antonio Javier Pons Rivero
Publisher : Springer
Page : 567 pages
File Size : 51,6 Mb
Release : 2016-08-26
Category : Computers
ISBN : 9783319447780
The two volume set, LNCS 9886 + 9887, constitutes the proceedings of the 25th International Conference on Artificial Neural Networks, ICANN 2016, held in Barcelona, Spain, in September 2016. The 121 full papers included in this volume were carefully reviewed and selected from 227 submissions. They were organized in topical sections named: from neurons to networks; networks and dynamics; higher nervous functions; neuronal hardware; learning foundations; deep learning; classifications and forecasting; and recognition and navigation. There are 47 short paper abstracts that are included in the back matter of the volume.
Author : Timo Honkela,Włodzisław Duch,Mark Girolami,Samuel Kaski
Publisher : Springer
Page : 474 pages
File Size : 46,9 Mb
Release : 2011-06-13
Category : Computers
ISBN : 9783642217388
This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference on Artificial Neural Networks, ICANN 2011, held in Espoo, Finland, in June 2011. The 106 revised full or poster papers presented were carefully reviewed and selected from numerous submissions. ICANN 2011 had two basic tracks: brain-inspired computing and machine learning research, with strong cross-disciplinary interactions and applications.
Author : Vera Kurkova-Pohlova,Jan Koutnik,Roman Neruda
Publisher : Springer
Page : 1026 pages
File Size : 55,9 Mb
Release : 2008-09-08
Category : Computers
ISBN : 9783540875369
This two volume set LNCS 5163 and LNCS 5164 constitutes the refereed proceedings of the 18th International Conference on Artificial Neural Networks, ICANN 2008, held in Prague Czech Republic, in September 2008. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The first volume contains papers on mathematical theory of neurocomputing, learning algorithms, kernel methods, statistical learning and ensemble techniques, support vector machines, reinforcement learning, evolutionary computing, hybrid systems, self-organization, control and robotics, signal and time series processing and image processing.
Author : Cesare Alippi,Marios M. Polycarpou,Christos Panayiotou,Georgios Ellinas
Publisher : Springer
Page : 1002 pages
File Size : 53,9 Mb
Release : 2009-10-01
Category : Computers
ISBN : 9783642042775
This volume is part of the two-volume proceedings of the 19th International Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. This series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. They consist of a large number of highly interconnected processing elements, with the capability of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.
Author : Cesare Alippi,Marios M. Polycarpou,Christos Panayiotou,Georgios Ellinas
Publisher : Springer
Page : 1030 pages
File Size : 42,8 Mb
Release : 2009-09-16
Category : Computers
ISBN : 9783642042744
This volume is part of the two-volume proceedings of the 19th International Conf- ence on Artificial Neural Networks (ICANN 2009), which was held in Cyprus during September 14–17, 2009. The ICANN conference is an annual meeting sp- sored by the European Neural Network Society (ENNS), in cooperation with the - ternational Neural Network Society (INNS) and the Japanese Neural Network Society (JNNS). ICANN 2009 was technically sponsored by the IEEE Computational Intel- gence Society. This series of conferences has been held annually since 1991 in various European countries and covers the field of neurocomputing, learning systems and related areas. Artificial neural networks provide an information-processing structure inspired by biological nervous systems. They consist of a large number of highly interconnected processing elements, with the capability of learning by example. The field of artificial neural networks has evolved significantly in the last two decades, with active partici- tion from diverse fields, such as engineering, computer science, mathematics, artificial intelligence, system theory, biology, operations research, and neuroscience. Artificial neural networks have been widely applied for pattern recognition, control, optimization, image processing, classification, signal processing, etc.
Author : Jose R. Dorronsoro
Publisher : Springer
Page : 1384 pages
File Size : 42,7 Mb
Release : 2003-08-03
Category : Computers
ISBN : 9783540460848
The International Conferences on Arti?cial Neural Networks, ICANN, have been held annually since 1991 and over the years have become the major European meeting in neural networks. This proceedings volume contains all the papers presented at ICANN 2002, the 12th ICANN conference, held in August 28– 30, 2002 at the Escuela T ́ecnica Superior de Inform ́atica of the Universidad Aut ́onoma de Madrid and organized by its Neural Networks group. ICANN 2002 received a very high number of contributions, more than 450. Almost all papers were revised by three independent reviewers, selected among the more than 240 serving at this year’s ICANN, and 221 papers were ?nally selected for publication in these proceedings (due to space considerations, quite a few good contributions had to be left out). I would like to thank the Program Committee and all the reviewers for the great collective e?ort and for helping us to have a high quality conference.
Author : Konstantinos Diamantaras,Wlodek Duch,Lazaros S. Iliadis
Publisher : Springer Science & Business Media
Page : 558 pages
File Size : 43,8 Mb
Release : 2010-09-03
Category : Computers
ISBN : 9783642158216
This three volume set LNCS 6352, LNCS 6353, and LNCS 6354 constitutes the refereed proceedings of the 20th International Conference on Artificial Neural Networks, ICANN 2010, held in Thessaloniki, Greece, in September 2010. The 102 revised full papers, 68 short papers and 29 posters presented were carefully reviewed and selected from 241 submissions. The second volume is divided in topical sections on Kernel algorithms – support vector machines, knowledge engineering and decision making, recurrent ANN, reinforcement learning, robotics, self organizing ANN, adaptive algorithms – systems, and optimization.
Author : Joaquim Marques de Sá,Luis A. Alexandre,Wlodzislaw Duch,Danilo Mandic
Publisher : Springer
Page : 980 pages
File Size : 53,7 Mb
Release : 2007-09-14
Category : Computers
ISBN : 9783540746904
This book is the first of a two-volume set that constitutes the refereed proceedings of the 17th International Conference on Artificial Neural Networks, ICANN 2007, held in Porto, Portugal, September 2007. Coverage includes advances in neural network learning methods, advances in neural network architectures, neural dynamics and complex systems, data analysis, evolutionary computing, agents learning, as well as temporal synchronization and nonlinear dynamics in neural networks.
Author : Věra Kůrková
Publisher : Springer Science & Business Media
Page : 1012 pages
File Size : 48,9 Mb
Release : 2008
Category : Artificial intelligence
ISBN : 9783540875581
This two volume set LNCS 5163 and LNCS 5164 constitutes the refereed proceedings of the 18th International Conference on Artificial Neural Networks, ICANN 2008, held in Prague Czech Republic, in September 2008. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The second volume is devoted to pattern recognition and data analysis, hardware and embedded systems, computational neuroscience, connectionistic cognitive science, neuroinformatics and neural dynamics. it also contains papers from two special sessions coupling, synchronies, and firing patterns: from cognition to disease, and constructive neural networks and two workshops new trends in self-organization and optimization of artificial neural networks, and adaptive mechanisms of the perception-action cycle.