Editors:

Leszek Rutkowski⁰,
Marcin Korytkowski¹,
Rafał Scherer²,
Ryszard Tadeusiewicz³,
Lotfi A. Zadeh⁴,
…
Jacek M. Zurada⁵

Leszek Rutkowski
1. Częstochowa University of Technology, Częstochowa, Poland
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Marcin Korytkowski
1. Częstochowa University of Technology, Częstochowa, Poland
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Rafał Scherer
1. Częstochowa University of Technology, Częstochowa, Poland
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Ryszard Tadeusiewicz
1. AGH University of Science and Technology, Kraków, Poland
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Lotfi A. Zadeh
1. Department of Electrical Engineering and Computer Sciences, Computer Science Division, University of California Berkeley, Berkeley, USA
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Jacek M. Zurada
1. Computational Intelligence Laboratory, Electrical and Computer Engineering, University of Louisville, Louisville, USA
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Fast-track conference proceedings
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 7267)

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

Conference series link(s): ICAISC: International Conference on Artificial Intelligence and Soft Computing

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Conference proceedings info: ICAISC 2012.

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Table of contents (80 papers)

Front Matter

PDF
Neural Networks and Their Applications
1. Front Matter
  
  Pages 1-1
  
  PDF
2. Neural Network-Based PCA: An Application to Approximation of a Distributed Parameter System
  
  Krzysztof Bartecki
  
  Pages 3-11
3. Parallel Realisation of the Recurrent Multi Layer Perceptron Learning
  
  Jarosław Bilski, Jacek Smoląg
  
  Pages 12-20
4. An Innovative Hybrid Neuro-wavelet Method for Reconstruction of Missing Data in Astronomical Photometric Surveys
  
  Giacomo Capizzi, Christian Napoli, Lucio Paternò
  
  Pages 21-29
5. Speeding Up the Training of Neural Networks with CUDA Technology
  
  Daniel Salles Chevitarese, Dilza Szwarcman, Marley Vellasco
  
  Pages 30-38
6. On the Uniform Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Time-Varying Environment
  
  Meng Joo Er, Piotr Duda
  
  Pages 39-46
7. On the Strong Convergence of the Orthogonal Series-Type Kernel Regression Neural Networks in a Non-stationary Environment
  
  Piotr Duda, Yoichi Hayashi, Maciej Jaworski
  
  Pages 47-54
8. On the Strong Convergence of the Recursive Orthogonal Series-Type Kernel Probabilistic Neural Networks Handling Time-Varying Noise
  
  Piotr Duda, Marcin Korytkowski
  
  Pages 55-62
9. Incidental Neural Networks as Nomograms Generators
  
  Bogumił Fiksak, Maciej Krawczak
  
  Pages 63-71
10. Selection of Activation Functions in the Last Hidden Layer of the Multilayer Perceptron
  
  Krzysztof Halawa
  
  Pages 72-80
11. Information Freedom and Associative Artificial Intelligence
  
  Adrian Horzyk
  
  Pages 81-89
12. On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment
  
  Maciej Jaworski, Meng Joo Er, Lena Pietruczuk
  
  Pages 90-98
13. On Learning in a Time-Varying Environment by Using a Probabilistic Neural Network and the Recursive Least Squares Method
  
  Maciej Jaworski, Marcin Gabryel
  
  Pages 99-110
14. Binary Perceptron Learning Algorithm Using Simplex-Method
  
  Vladimir Kryzhanovskiy, Irina Zhelavskaya, Jakov Karandashev
  
  Pages 111-118
15. Objects Auto-selection from Stereo-Images Realised by Self-Correcting Neural Network
  
  Łukasz Laskowski
  
  Pages 119-125
16. On-Line Trajectory-Based Linearisation of Neural Models for a Computationally Efficient Predictive Control Algorithm
  
  Maciej Ławryńczuk
  
  Pages 126-134
17. Short Time Series of Website Visits Prediction by RBF Neural Networks and Support Vector Machine Regression
  
  Vladimir Olej, Jana Filipova
  
  Pages 135-142
18. Spectra of the Spike-Flow Graphs in Geometrically Embedded Neural Networks
  
  Jarosław Piersa, Tomasz Schreiber
  
  Pages 143-151
19. Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise
  
  Lena Pietruczuk, Meng Joo Er
  
  Pages 152-159

Other Volumes

Artificial Intelligence and Soft Computing
Artificial Intelligence and Soft Computing

About this book

The two-volume set LNAI 7267 and LNCS 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.

Keywords

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

Bibliographic Information

Book Title: Artificial Intelligence and Soft Computing
Book Subtitle: 11th International Conference, ICAISA 2012, Zakopane, Poland, April 29 - 3 May, 2012, Proceedings, Part I
Editors: Leszek Rutkowski, Marcin Korytkowski, Rafał Scherer, Ryszard Tadeusiewicz, Lotfi A. Zadeh, Jacek M. Zurada
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-642-29347-4
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2012
Softcover ISBN: 978-3-642-29346-7Published: 20 April 2012
eBook ISBN: 978-3-642-29347-4Published: 23 April 2012
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 700
Number of Illustrations: 254 b/w illustrations
Topics: Artificial Intelligence, Information Systems Applications (incl. Internet), Computation by Abstract Devices, Database Management, Information Storage and Retrieval, Computer Imaging, Vision, Pattern Recognition and Graphics

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Table of contents (80 papers)

Front Matter

Neural Networks and Their Applications

Front Matter

Other Volumes

Artificial Intelligence and Soft Computing

About this book

Keywords

Editors and Affiliations

Częstochowa University of Technology, Częstochowa, Poland

AGH University of Science and Technology, Kraków, Poland

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

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

Bibliographic Information

Publish with us

Buy it now

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