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Artificial Neural Networks and Machine Learning – ICANN 2012

22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II

  • Alessandro E. P. Villa
  • Włodzisław Duch
  • Péter Érdi
  • Francesco Masulli
  • Günther Palm
Conference proceedings ICANN 2012

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7553)

Table of contents

  1. Front Matter
  2. Multilayer Perceptrons and Kernel Networks (A6)

    1. Kazuyuki Hara, Kentaro Katahira, Kazuo Okanoya, Masato Okada
      Pages 9-16
    2. Geraldina Ribeiro, Wouter Duivesteijn, Carlos Soares, Arno Knobbe
      Pages 25-32
    3. Irena Koprinska, Mashud Rana, Vassilios G. Agelidis
      Pages 33-41
  3. Training and Learning (C4)

    1. Michel Tokic, Günther Palm
      Pages 42-49
    2. Frank-Florian Steege, Horst-Michael Groß
      Pages 50-57
    3. Franck Mamalet, Christophe Garcia
      Pages 58-65
    4. João Fausto Lorenzato de Oliveira, Teresa B. Ludermir
      Pages 66-73
    5. Philemon Brakel, Sander Dieleman, Benjamin Schrauwen
      Pages 92-99
    6. Luiz C. B. Torres, Cristiano L. Castro, Antônio P. Braga
      Pages 100-107
    7. Yohannes Kassahun, Hendrik Wöhrle, Alexander Fabisch, Marc Tabie
      Pages 108-115
    8. Daichi Nakano, Shin-ichi Maeda, Shin Ishii
      Pages 116-123
    9. Tele Hao, Tapani Raiko, Alexander Ilin, Juha Karhunen
      Pages 124-131
    10. Pavel Krömer, Emilio Corchado, Václav Snášel, Jan Platoš, Laura García-Hernández
      Pages 132-139
  4. Inference and Recognition (C5)

    1. Marta Díez-Fernández, Sergio Alvarez Teleña, Denise Gorse
      Pages 140-147
    2. André R. Gonçalves, Rosana Veroneze, Salomão Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben
      Pages 148-155
    3. Alessandro Ghio, Davide Anguita, Luca Oneto, Sandro Ridella, Carlotta Schatten
      Pages 156-163
    4. Carlos Padilha, Adrião Dória Neto, Jorge Melo
      Pages 164-171
    5. Khaoula Elagouni, Christophe Garcia, Franck Mamalet, Pascale Sébillot
      Pages 172-179
    6. Isaac de L. Oliveira Filho, Benjamn R. C. Bedregal, Anne M. P. Canuto
      Pages 180-188
    7. Nabiha Azizi, Nadir Farah, Abdel Ennaji
      Pages 189-196
    8. Vladimir Kryzhanovskiy, Irina Zhelavskaya, Anatoliy Fonarev
      Pages 197-204
    9. Yoshitatsu Matsuda, Kazunori Yamaguchi
      Pages 205-212
    10. Sergio Varona-Moya, Pedro L. Cobos
      Pages 221-228
    11. Renata F. P. Neves, Cleber Zanchettin, Alberto N. G. Lopes Filho
      Pages 229-237
    12. Ana Isabel Rodrigues Gouveia, Coert Metz, Luís Freire, Stefan Klein
      Pages 238-245
    13. Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
      Pages 246-254
    14. Marcin Blachnik, Mirosław Kordos, Włodzisław Duch
      Pages 255-262
    15. Mirosław Kordos, Marcin Blachnik
      Pages 263-270
    16. Alberto Muñoz, Gabriel Martos, Javier Arriero, Javier Gonzalez
      Pages 271-278
    17. Khobaib Zaamout, John Z. Zhang
      Pages 288-295
    18. Marcin Blachnik, Włodzisław Duch, Tomasz Maszczyk
      Pages 296-304
    19. Cesare Alippi, Manuel Roveri, Francesco Trovò
      Pages 305-313
  5. Support Vector Machines (A5)

    1. Cristiano L. Castro, Antônio P. Braga
      Pages 314-321
    2. Shereen Fouad, Peter Tino, Somak Raychaudhury, Petra Schneider
      Pages 322-329
    3. Naimul Mefraz Khan, Riadh Ksantini, Imran Shafiq Ahmad, Ling Guan
      Pages 330-338
  6. Self-Organizing Maps and Clustering (A8)

    1. Tolga Ensari, Jan Chorowski, Jacek M. Zurada
      Pages 347-354
    2. Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro A. Silva
      Pages 355-362
    3. Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah
      Pages 363-370
    4. Roberto Calandra, Tapani Raiko, Marc Peter Deisenroth, Federico Montesino Pouzols
      Pages 379-386
  7. Clustering, Mining and Exploratory Analysis (C6)

    1. Nikolaos Gianniotis, Carsten Riggelsen, Nicolas Kühn, Frank Scherbaum
      Pages 395-402

Other volumes

  1. 22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part I
  2. Artificial Neural Networks and Machine Learning – ICANN 2012
    22nd International Conference on Artificial Neural Networks, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II

About these proceedings

Introduction

The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International Conference on Artificial Neural Networks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neural networks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.

Keywords

brain-computer interface combinatorial optimization evolutionary algorithm particle swarm self-organizing maps

Editors and affiliations

  • Alessandro E. P. Villa
    • 1
  • Włodzisław Duch
    • 2
  • Péter Érdi
    • 3
  • Francesco Masulli
    • 4
  • Günther Palm
    • 5
  1. 1.Neuro Heuristic Research GroupUniversity of LausanneLausanneSwitzerland
  2. 2.Department of InformaticsNicolaus Copernicus UniversityToruńPoland
  3. 3.Center for Complex Systems StudiesKalamazoo CollegeKalamazooUSA
  4. 4.Dipartimento di Informatica e Scienze dell’InformazioneUniversità di GenovaGenoaItaly
  5. 5.Institut für NeuroinformatikUniversität UlmUlmGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-33266-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-33265-4
  • Online ISBN 978-3-642-33266-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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