Book Volume 2486 2002

Neural Nets

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


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

Table of contents (24 chapters)

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  1. Front Matter

    Pages I-IX

  2. Review Papers

    1. Chapter

      Pages 3-20

      Ensembles of Learning Machines

  3. Eduardo R. Caianiello Lecture

    1. Chapter

      Pages 23-32

      Learning Preference Relations from Data

  4. Francesco E. Lauria Lecture

    1. Chapter

      Pages 35-43

      Increasing the Biological Inspiration of Neural Networks

  5. Architectures and Algorithms

    1. Chapter

      Pages 47-55

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

    2. Chapter

      Pages 56-63

      Interval TOPSIS for Multicriteria Decision Making

    3. Chapter

      Pages 64-74

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

    4. Chapter

      Pages 75-82

      Extended Random Neural Networks

    5. Chapter

      Pages 83-89

      Generalized Independent Component Analysis as Density Estimation

    6. Chapter

      Pages 90-98

      Spline Recurrent Neural Networks for Quad-Tree Video Coding

    7. Chapter

      Pages 99-106

      MLP Neural Network Implementation on a SIMD Architecture

  6. Image and Signal Processing

    1. Chapter

      Pages 109-116

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

    2. Chapter

      Pages 117-123

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

    3. Chapter

      Pages 124-131

      Detection of Facial Features

    4. Chapter

      Pages 132-139

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

    5. Chapter

      Pages 140-145

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

    6. Chapter

      Pages 146-151

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

    7. Chapter

      Pages 152-159

      Fuzzy Time Series for Forecasting Pollutants Concentration in the Air

    8. Chapter

      Pages 160-167

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

    9. Chapter

      Pages 168-177

      Sound Synthesis by Flexible Activation Function Recurrent Neural Networks

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

    1. Chapter

      Pages 181-189

      Mathematical Modelling of Generalization

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