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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. Clustering, Mining and Exploratory Analysis (C6)

    1. He Zhang, Tele Hao, Zhirong Yang, Erkki Oja
      Pages 411-418
    2. Ekaterina Komendantskaya, Kacper Lichota
      Pages 427-434
    3. Bruno Almeida Pimentel, Jarley P. Nóbrega, Renata M. C. R. de Souza
      Pages 435-442
    4. Sergey Dolenko, Tatiana Dolenko, Sergey Burikov, Victor Fadeev, Alexey Sabirov, Igor Persiantsev
      Pages 443-450
    5. João Carlos Xavier-Júnior, Anne M. P. Canuto, Luiz M. G. Gonçalves, Luiz A. H. G. de Oliveira
      Pages 451-458
    6. Daniel Araújo, Adrião Dória Neto, Allan Martins
      Pages 459-466
    7. Timo Honkela, Zaur Izzatdust, Krista Lagus
      Pages 467-474
    8. Jan K. Woike, Ulrich Hoffrage, Ralph Hertwig
      Pages 483-490
  2. Bioinformatics (A2)

    1. Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella
      Pages 491-498
    2. Alpa Shah, Gary P. Moss, Yi Sun, Rod Adams, Neil Davey, Simon Wilkinson
      Pages 499-506
    3. Yi Sun, Marc B. Brown, Maria Prapopoulou, Rod Adams, Neil Davey, Gary P. Moss
      Pages 507-514
    4. Virginio Cantoni, Alessio Ferone, Ozlem Ozbudak, Alfredo Petrosino
      Pages 515-522
  3. Time Series and Forecasting (C7)

    1. Paulo Cortez, Juan Peralta Donate
      Pages 523-530
    2. Frank-Michael Schleif, Bassam Mokbel, Andrej Gisbrecht, Leslie Theunissen, Volker Dürr, Barbara Hammer
      Pages 531-539
    3. Henry Schütze, Thomas Martinetz, Silke Anders, Amir Madany Mamlouk
      Pages 540-547
    4. Pierrick Bruneau, Laurence Boudet, Cécilia Damon
      Pages 548-556
    5. Carlos M. Alaíz, Alberto Torres, José R. Dorronsoro
      Pages 557-564
    6. Ángela Fernández Pascual, Carlos M. Alaíz, Ana Ma González Marcos, Julia Díaz García, José R. Dorronsoro
      Pages 565-572
    7. Ricardo de A. Araújo, Adriano L. I. Oliveira, Silvio R. L. Meira
      Pages 573-581
  4. Back Matter

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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