1. Guest Editors' Introduction

   • Mare M. Van Hulle
   • Jan Larsen
   • Tülay Adalı

   Editorial Introduction 01 August 2002 Pages: 5 - 6

2. Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm

   • Yadunandana N. Rao
   • Jose C. Principe

   OriginalPaper 01 August 2002 Pages: 7 - 17

3. A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction

   • Xuechuan Wang
   • Kuldip K. Paliwal

   OriginalPaper 01 August 2002 Pages: 19 - 28

4. Fully Complex Multi-Layer Perceptron Network for Nonlinear Signal Processing

   • Taehwan Kim
   • Tülay Adali

   OriginalPaper 01 August 2002 Pages: 29 - 43

5. A Neural Network Approach for Signal Detection in Digital Communications

   • Ying Tan

   OriginalPaper 01 August 2002 Pages: 45 - 54

6. Maximum a Posteriori Estimation of Coupled Hidden Markov Models

   • Iead Rezek
   • Michael Gibbs
   • Stephen J. Roberts

   OriginalPaper 01 August 2002 Pages: 55 - 66

7. Agglomerative Learning Algorithms for General Fuzzy Min-Max Neural Network

   • Bogdan Gabrys

   OriginalPaper 01 August 2002 Pages: 67 - 82

8. Adaptive Score Functions for Maximum Likelihood ICA

   • Juha Karvanen
   • Jan Eriksson
   • Visa Koivunen

   OriginalPaper 01 August 2002 Pages: 83 - 92

9. Second Order Nonstationary Source Separation

   • Seungjin Choi
   • Andrzej Cichocki
   • Adel Beloucharni

   OriginalPaper 01 August 2002 Pages: 93 - 104

10. A Clustering Method Using Hierarchical Self-Organizing Maps

    • Masahiro Endo
    • Masahiro Ueno
    • Takaya Tanabe

    OriginalPaper 01 August 2002 Pages: 105 - 118

11. Monitoring the Formation of Kernel-Based Topographic Maps with Application to Hierarchical Clustering of Music Signals

    • Marc M. Van Hulle
    • Temujin Gautama

    OriginalPaper 01 August 2002 Pages: 119 - 134

12. Echocardiographic Image Sequence Segmentation and Analysis Using Self-Organizing Maps

    • Mozart L. Siqueira
    • Jacob Scharcanski
    • Philippe O.A. Navaux

    OriginalPaper 01 August 2002 Pages: 135 - 145

13. DirectSVM: A Simple Support Vector Machine Perceptron

    • Danny Roobaert

    OriginalPaper 01 August 2002 Pages: 147 - 156

14. Hierarchical Feature Extraction for Image Recognition

    • Matthew Partridge
    • Marwan Jabri

    OriginalPaper 01 August 2002 Pages: 157 - 167

15. Image processing using cellular neural networks based on multi-valued and universal binary neurons

    • Igor Aizenberg
    • Constantine Butakoff

    OriginalPaper 01 August 2002 Pages: 169 - 188

16. Stable Fuzzy State Space Controller for Lateral Control of an AGV

    • W.S. Wijesoma
    • K.R.S. Kodagoda
    • E.K. Teoh

    OriginalPaper 01 August 2002 Pages: 189 - 201