| Preface | |
| Artificial Neural Networks | |
| A Recurrent Self-Organizing Map for Temporal Sequence Processing | p. 3 |
| Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech | p. 9 |
| Using ART1 Neural Networks to Determine Clustering Tendency | p. 17 |
| High Performance Associative Memories and Structured Weight Dilution | p. 23 |
| Neural Network Analysis of Estimation of Data | p. 31 |
| A Compiler and Simulator for Partial Recursive Functions over Neural Networks | p. 39 |
| Multistage Neural Networks: Adaptive Combination of Ensemble Results | p. 47 |
| On the Fuzzy Spatio-temporal Specification of Multimedia Synchronisation Scenarios | p. 53 |
| Evolutionary Computing | |
| An Approach to On-line Design of Fuzzy Controllers with Evolving Structure | p. 063 |
| an a Parallel Agent Approach to Genetic Algorithms Reduce Search Times | p. 69 |
| Comparison of Domination Approaches for Diploid Binary Genetic Algorithms | p. 75 |
| New Heuristics for Flowshop Scheduling | p. 81 |
| Temporal Rule Discovery using Genetic Programming and Specialized Hardware | p. 87 |
| Genetic Programming with Guaranteed Constraints | p. 95 |
| Fuzzy Systems | |
| Precisiated Natural Language and Protoforms for Human Consistent Data Mining | p. 103 |
| Design and Synthesis of Piecewise-Linear Fuzzy Systems | p. 111 |
| A New Ranking Method For Fuzzy FMEA | p. 119 |
| Representing Reliability and Hesitation in Possibility Theory: A General Framework | p. 111 |
| Noise Clustering with a Fixed Fraction of Noise | p. 133 |
| Selective Sampling for Combined Learning from Labelled and Unlabelled Data | p. 139 |
| Hybrid and Intelligent Systems | |
| New Results for a Hybrid Decision Tree/Genetic Algorithm for Data Mining | p. 149 |
| Embedding Support Vector Machines into Localised Mixtures of Experts | p. 155 |
| Gaussian Function Approximation in Neuro-Fuzzy Systems | p. 163 |
| Automated Configuration of Multi-Spindle Drilling Gear Machines by Sub-Domain Knowledge Processing and Adaptive Algorithms | p. 171 |
| Construction of Shape-preserving First-order Takagi-Sugeno Systems via Linear-rational Spline Fuzzy Partitions | p. 179 |
| Identification of Dynamic Cause-Effect Relations for Systems Performance Evaluation | p. 187 |
| A Multi-layered Immune Inspired Machine Learning Algorithm | p. 195 |
| Using Plausible Reasoning for Developing Intelligent Systems | p. 203 |
| Towards Model-Independent Mode Detection and Characterisation of Very Long Biomedical Time Series | p. 213 |
| Analysis of Rules Discovered by the Data Mining Process | p. 219 |
| A Study of Query Generation Strategies for Interactive Constraint Acquisition | p. 225 |
| A. Multi-agent System as Framework for Learning Algorithms Benchmarking | p. 233 |
| Soft Learning: A Conceptual Bridge between Data Mining and Machine Learning | p. 241 |
| Heuristics for Kernels Adaptation in Support Vector Machines | p. 249 |
| A Study of the Effectiveness of Detailed Balance in Avoiding Premature Convergence in PBIL | p. 255 |
| Soft Computing Applications | |
| Application of Computational Intelligence Methods for Intelligent Modelling of Buildings | p. 263 |
| An Adaptive Multi Embedded-Agent Architecture for Intelligent Inhabited Environments | p. 271 |
| Constraint Neuro-Model based Predictive Control | p. 279 |
| An Efficient Hybrid Method of Regression Tree and Fuzzy Inference for Short-term Load Forecasting in Electric Power Systems | p. 287 |
| An Iterative Learning Control Method for a Level Control Problem | p. 295 |
| Face Verification Using S VM: Influence of Illumination | p. 301 |
| A Neuro-Fuzzy Technique for Scene Cut Detection from MPEG-1 Video | p. 309 |
| Fuzzy Audio-Visual Feature Maps for Speaker Identification | p. 317 |
| Adaptive User Agents for Intelligent Biometric Applications | p. 323 |
| Gait Recognition by Moment Based Descriptors | p. 331 |
| On a Large Sequence-Based Human Gait Database | p. 339 |
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