Neural Nets

13th Italian Workshop on Neural Nets, WIRN VIETRI 2002 Vietri sul Mare, Italy, May 30 – June 1, 2002 Revised Papers

Editors:

ISBN: 978-3-540-44265-3 (Print) 978-3-540-45808-1 (Online)

Table of contents (24 chapters)

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  1. Review Papers

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      Book Chapter

      Pages 3-20

      Ensembles of Learning Machines

  2. Eduardo R. Caianiello Lecture

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      Book Chapter

      Pages 23-32

      Learning Preference Relations from Data

  3. Francesco E. Lauria Lecture

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      Pages 35-43

      Increasing the Biological Inspiration of Neural Networks

  4. Architectures and Algorithms

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      Pages 47-55

      Hybrid Automatic Trading Systems: Technical Analysis & Group Method of Data Handling

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      Pages 56-63

      Interval TOPSIS for Multicriteria Decision Making

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      Pages 64-74

      A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks

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      Pages 75-82

      Extended Random Neural Networks

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      Pages 83-89

      Generalized Independent Component Analysis as Density Estimation

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      Book Chapter

      Pages 90-98

      Spline Recurrent Neural Networks for Quad-Tree Video Coding

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      Pages 99-106

      MLP Neural Network Implementation on a SIMD Architecture

  5. Image and Signal Processing

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      Pages 109-116

      A New Approach to Detection of Muscle Activation by Independent Component Analysis and Wavelet Transform

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      Pages 117-123

      Learning to Balance Upright Posture: What can be Learnt Using Adaptive NN Models?

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      Pages 124-131

      Detection of Facial Features

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      Pages 132-139

      A Two Stage Neural Architecture for Segmentation and Superquadrics Recovery from Range Data

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      Pages 140-145

      Automatic Discrimination of Earthquakes and False Events in Seismological Recording for Volcanic Monitoring

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      Pages 146-151

      A Comparison of Signal Compression Methods by Sparse Solution of Linear Systems

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      Pages 152-159

      Fuzzy Time Series for Forecasting Pollutants Concentration in the Air

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      Pages 160-167

      Real-Time Perceptual Coding of Wideband Speech by Competitive Neural Networks

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      Pages 168-177

      Sound Synthesis by Flexible Activation Function Recurrent Neural Networks

  6. Special Session on “Learning in Neural Networks: Limitations and Future Trends” Chaired by Marco Gori

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      Book Chapter

      Pages 181-189

      Mathematical Modelling of Generalization

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