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Artificial Intelligence and Soft Computing

11th International Conference, ICAISA 2012, Zakopane, Poland, April 29 - 3 May, 2012, Proceedings, Part II

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Leszek Rutkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  2. Marcin Korytkowski

    1. Częstochowa University of Technology, Częstochowa, Poland

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  3. Rafał Scherer

    1. Częstochowa University of Technology, Częstochowa, Poland

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  4. Ryszard Tadeusiewicz

    1. AGH University of Science and Technology, Kraków, Poland

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  5. Lotfi A. Zadeh

    1. Department of Electrical Engineering and Computer Sciences, Computer Science Division, University of California Berkeley, Berkeley, USA

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  6. Jacek M. Zurada

    1. Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, Louisville, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7268)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: ICAISC 2012.

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Table of contents (85 papers)

  1. Data Mining

    1. Mini-models – Local Regression Models for the Function Approximation Learning

      • Marcin Pluciński
      Pages 160-167

    2. A Cluster Validity Index for Hard Clustering

      • Artur Starczewski
      Pages 168-174

    3. A New Hierarchical Clustering Algorithm

      • Artur Starczewski
      Pages 175-180

    4. An Application of the Self-Organizing Map to Multiple View Unsupervised Learning

      • Tomasz Gałkowski, Artur Starczewski
      Pages 181-187

    5. Graphical Models as Surrogates for Complex Ground Motion Models

      • Kristin Vogel, Carsten Riggelsen, Nicolas Kuehn, Frank Scherbaum
      Pages 188-195

    6. Text Classifiers for Automatic Articles Categorization

      • Mateusz Westa, Julian Szymański, Henryk Krawczyk
      Pages 196-204

  2. Hardware Implementation

    1. Front Matter

      Pages 205-205
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    2. Structure Searching for Adaptive Spring Networks for Shape Programming in 3D

      • Maja Czoków, Tomasz Schreiber
      Pages 207-215

    3. Implementation of Fuzzy Logic Controller in FPGA Circuit for Guiding Electric Wheelchair

      • Marek Poplawski, Michal Bialko
      Pages 216-222

    4. Real-Time On-Line-Learning Support Vector Machine Based on a Fully-Parallel Analog VLSI Processor

      • Renyuan Zhang, Tadashi Shibata
      Pages 223-230

  3. Bioinformatics, Biometrics and Medical Applications

    1. Front Matter

      Pages 231-231
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    2. COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method

      • Zeineb Chelly, Abir Smiti, Zied Elouedi
      Pages 233-241

    3. Multilayer Neural Networks with Receptive Fields as a Model for the Neuron Reconstruction Problem

      • Wojciech Czarnecki
      Pages 242-250

    4. Human Gait Recognition Based on Signals from Two Force Plates

      • Marcin Derlatka
      Pages 251-258

    5. Prediction of Radical Hysterectomy Complications for Cervical Cancer Using Computational Intelligence Methods

      • Jacek Kluska, Maciej Kusy, Bogdan Obrzut
      Pages 259-267

    6. Improved Fuzzy Entropy Algorithm for X-Ray Pictures Preprocessing

      • Mariusz Korkosz, Marzena Bielecka, Andrzej Bielecki, Marek Skomorowski, Wadim Wojciechowski, Tomasz Wójtowicz
      Pages 268-275

    7. Influence of Facial Asymmetry on Human Recognition

      • Damian Kurach, Danuta Rutkowska
      Pages 276-283

    8. Feature Selection Based on Activation of Signaling Pathways Applied for Classification of Samples in Microarray Studies

      • Henryk Maciejewski
      Pages 284-292

    9. Feasibility of Error-Related Potential Detection as Novelty Detection Problem in P300 Mind Spelling

      • Nikolay V. Manyakov, Adrien Combaz, Nikolay Chumerin, Arne Robben, Marijn van Vliet, Marc M. Van Hulle
      Pages 293-301

    10. Class-Adaptive Denoising for EEG Data Classification

      • Ignas Martišius, Robertas Damaševičius
      Pages 302-309
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Other volumes

  1. Artificial Intelligence and Soft Computing

  2. Artificial Intelligence and Soft Computing

Keywords

About this book

The two-volume set LNAI 7267 and 7268 (together with LNCS 7269 ) constitutes the refereed proceedings of the 11th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2012, held in Zakopane, Poland in April/ May 2012. The 212 revised full papers presented were carefully reviewed and selected from 483 submissions. The papers are organized in topical sections on neural networks and their applications, computer vision, image and speech analysis, data mining, hardware implementation, bioinformatics, biometrics and medical applications, concurrent parallel processing, agent systems, robotics and control, artificial intelligence in modeling and simulation, various problems od artificial intelligence.

Editors and Affiliations

  • Częstochowa University of Technology, Częstochowa, Poland

    Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer

  • AGH University of Science and Technology, Kraków, Poland

    Ryszard Tadeusiewicz

  • Department of Electrical Engineering and Computer Sciences, Computer Science Division, University of California Berkeley, Berkeley, USA

    Lotfi A. Zadeh

  • Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, Louisville, USA

    Jacek M. Zurada

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