Adaptive and Natural Computing Algorithms: 10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part II | SpringerLink
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Adaptive and Natural Computing Algorithms

10th International Conference, ICANNGA 2011, Ljubljana, Slovenia, April 14-16, 2011, Proceedings, Part II

  • Conference proceedings
  • © 2011

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Editors:
  1. Andrej Dobnikar

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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  2. Uroš Lotrič

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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  3. Branko Šter

    1. Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 6594)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

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Conference proceedings info: ICANNGA 2011.

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About this book

The two-volume set LNCS 6593 and 6594 constitutes the refereed proceedings of the 10th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2010, held in Ljubljana, Slovenia, in April 2010. The 83 revised full papers presented were carefully reviewed and selected from a total of 144 submissions. The second volume includes 41 papers organized in topical sections on pattern recognition and learning, soft computing, systems theory, support vector machines, and bioinformatics.

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Table of contents (41 papers)

  1. Front Matter

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  2. Pattern Recognition and Learning

    1. Asymmetric k-Means Algorithm

      • Dominik Olszewski
      Pages 1-10

    2. Gravitational Clustering of the Self-Organizing Map

      • Nejc Ilc, Andrej Dobnikar
      Pages 11-20

    3. A General Method for Visualizing and Explaining Black-Box Regression Models

      • Erik Štrumbelj, Igor Kononenko
      Pages 21-30

    4. An Experimental Study on Electrical Signature Identification of Non-Intrusive Load Monitoring (NILM) Systems

      • Marisa B. Figueiredo, Ana de Almeida, Bernardete Ribeiro
      Pages 31-40

    5. Evaluation of a Resource Allocating Network with Long Term Memory Using GPU

      • Bernardete Ribeiro, Ricardo Quintas, Noel Lopes
      Pages 41-50

    6. Gabor Descriptors for Aerial Image Classification

      • Vladimir Risojević, Snježana Momić, Zdenka Babić
      Pages 51-60

    7. Text Representation in Multi-label Classification: Two New Input Representations

      • Rodrigo Alfaro, Héctor Allende
      Pages 61-70

    8. Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation

      • Dominik Olszewski
      Pages 71-80

    9. Classification of EEG in A Steady State Visual Evoked Potential Based Brain Computer Interface Experiment

      • Zafer İşcan, Özen Özkaya, Zümray Dokur
      Pages 81-88

    10. Fast Projection Pursuit Based on Quality of Projected Clusters

      • Marek Grochowski, Włodzisław Duch
      Pages 89-97

    11. A New N-gram Feature Extraction-Selection Method for Malicious Code

      • Hamid Parvin, Behrouz Minaei, Hossein Karshenas, Akram Beigi
      Pages 98-107

    12. A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures

      • Noel Lopes, Bernardete Ribeiro
      Pages 108-117

    13. A Model of Saliency-Based Selective Attention for Machine Vision Inspection Application

      • Xiao-Feng Ding, Li-Zhong Xu, Xue-Wu Zhang, Fang Gong, Ai-Ye Shi, Hui-Bin Wang
      Pages 118-126

    14. Grapheme-Phoneme Translator for Brazilian Portuguese

      • Danilo Picagli Shibata, Ricardo Luis de Azevedo da Rocha
      Pages 127-135

  3. Soft Computing

    1. Improvement of Inventory Control under Parametric Uncertainty and Constraints

      • Nicholas Nechval, Konstantin Nechval, Maris Purgailis, Uldis Rozevskis
      Pages 136-146

    2. Modified Jakubowski Shape Transducer for Detecting Osteophytes and Erosions in Finger Joints

      • Marzena Bielecka, Andrzej Bielecki, Mariusz Korkosz, Marek Skomorowski, Wadim Wojciechowski, Bartosz Zieliński
      Pages 147-155

    3. Using CMAC for Mobile Robot Motion Control

      • Kristóf Gáti, Gábor Horváth
      Pages 156-166

    4. Optimizing the Robustness of Scale-Free Networks with Simulated Annealing

      • Pierre Buesser, Fabio Daolio, Marco Tomassini
      Pages 167-176

    5. Numerically Efficient Analytical MPC Algorithm Based on Fuzzy Hammerstein Models

      • Piotr M. Marusak
      Pages 177-185
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Other volumes

  1. Adaptive and Natural Computing Algorithms

  2. Adaptive and Natural Computing Algorithms

Editors and Affiliations

  • Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia

    Andrej Dobnikar, Uroš Lotrič, Branko Šter

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