Preface |
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Part I - Artificial Neural Networks |
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A Recurrent Self-Organizing Map for Temporal Sequence Processing |
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3 | (6) |
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Optimisation of Neural Network Topology and Input Parameters for Prosody Modelling of Synthetic Speech |
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9 | (8) |
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Using ART1 Neural Networks to Determine Clustering Tendency |
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17 | (6) |
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High Performance Associative Memories and Structured Weight Dilution |
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23 | (8) |
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Neural Network Analysis of Estimation of Data |
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31 | (8) |
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A Compiler and Simulator for Partial Recursive Functions over Neural Networks |
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39 | (8) |
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Multistage Neural Networks: Adaptive Combination of Ensemble Results |
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47 | (6) |
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On the Fuzzy Spatio-temporal Specification of Multimedia Synchronisation Scenarios |
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53 | (10) |
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Part II - Evolutionary Computing |
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An Approach to On-line Design of Fuzzy Controllers with Evolving Structure |
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63 | (6) |
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Can a Parallel Agent Approach to Genetic Algorithms Reduce Search Times |
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69 | (6) |
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Comparison of Domination Approaches for Diploid Binary Genetic Algorithms |
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75 | (6) |
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New Heuristics for Flowshop Scheduling |
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81 | (6) |
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Temporal Rule Discovery using Genetic Programming and Specialized Hardware |
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87 | (8) |
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Genetic Programming with Guaranteed Constraints |
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95 | (8) |
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Precisiated Natural Language and Protoforms for Human Consistent Data Mining |
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103 | (8) |
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Design and Synthesis of Piecewise-Linear Fuzzy Systems |
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111 | (8) |
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A New Ranking Method For Fuzzy FMEA |
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119 | (8) |
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Representing Reliability and Hesitation in Possibility Theory: A General Framework |
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127 | (6) |
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Noise Clustering with a Fixed Fraction of Noise |
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133 | (6) |
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Selective Sampling for Combined Learning from Labelled and Unlabelled Data |
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139 | (10) |
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Part IV - Hybrid and Intelligent Systems |
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New Results for a Hybrid Decision Tree/Genetic Algorithm for Data Mining |
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149 | (6) |
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Embedding Support Vector Machines into Localised Mixtures of Experts |
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155 | (8) |
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Gaussian Function Approximation in Neuro-Fuzzy Systems |
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163 | (8) |
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Automated Configuration of Multi-Spindle Drilling Gear Machines by Sub-Domain Knowledge Processing and Adaptive Algorithms |
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171 | (8) |
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Construction of Shape-preserving First-order Takagi-Sugeno Systems via Linear-rational Spline Fuzzy Partitions |
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179 | (8) |
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Identification of Dynamic Cause-Effect Relations for Systems Performance Evaluation |
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187 | (8) |
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A Multi-layered Immune Inspired Machine Learning Algorithm |
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195 | (8) |
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Using Plausible Reasoning for Developing Intelligent Systems |
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203 | (10) |
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Towards Model-Independent Mode Detection and Characterisation of Very Long Biomedical Time Series |
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213 | (6) |
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Analysis of Rules Discovered by the Data Mining Process |
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219 | (6) |
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A Study of Query Generation Strategies for Interactive Constraint Acquisition |
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225 | (8) |
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A Multi-agent System as Framework for Learning Algorithms Benchmarking |
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233 | (8) |
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Soft Learning: A Conceptual Bridge between Data Mining and Machine Learning |
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241 | (8) |
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Heuristics for Kernels Adaptation in Support Vector Machines |
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249 | (6) |
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A Study of the Effectiveness of Detailed Balance in Avoiding Premature Convergence in PBIL |
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255 | (8) |
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Part V - Soft Computing Applications |
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Application of Computational Intelligence Methods for Intelligent Modelling of Buildings |
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263 | (8) |
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An Adaptive Multi Embedded-Agent Architecture for Intelligent Inhabited Environments |
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271 | (8) |
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Constraint Neuro-Model based Predictive Control |
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279 | (8) |
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An Efficient Hybrid Method of Regression Tree and Fuzzy Inference for Short-term Load Forecasting in Electric Power Systems |
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287 | (8) |
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An Iterative Learning Control Method for a Level Control Problem |
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295 | (6) |
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Face Verification Using SVM: Influence of Illumination |
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301 | (8) |
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A Neuro-Fuzzy Technique for Scene Cut Detection from MPEG-1 Video |
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309 | (8) |
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Fuzzy Audio-Visual Feature Maps for Speaker Indentification |
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317 | (6) |
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Adaptive User Agents for Intelligent Biometric Applications |
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323 | (8) |
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Gait Recognition by Moment Based Descriptors |
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331 | (8) |
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On a Large Sequence-Based Human Gait Database |
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339 | |
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