| EXiT-B : a new approach for extracting maximal frequent subtrees from XML data | p. 1 |
| Synthetic environment representational semantics using the Web ontology language | p. 9 |
| New rules for hybrid spatial reasoning | p. 17 |
| Using pre-aggregation for efficient spatial query processing in sensor environments | p. 25 |
| Model trees for classification of hybrid data types | p. 32 |
| Finding uninformative features in binary data | p. 40 |
| Knowledge reduction of rough set based on partition | p. 48 |
| Multiresolution analysis of connectivity | p. 56 |
| Kernel biased discriminant analysis using histogram intersection kernel for content-based image retrieval | p. 63 |
| Unsupervised image segmentation using penalized fuzzy clustering algorithm | p. 71 |
| Multi-attributes image analysis for the classification of Web documents using unsupervised technique | p. 78 |
| Automatic image annotation based on topic-based smoothing | p. 86 |
| A focused crawler with document segmentation | p. 94 |
| An intelligent grading system using heterogeneous linguistic resources | p. 102 |
| Probabilistic data generation for deduplication and data linkage | p. 109 |
| Mining job logs using incremental attribute-oriented approach | p. 117 |
| Dimensional reduction of large image datasets using non-linear principal components | p. 125 |
| Classification by instance-based learning algorithm | p. 133 |
| Analysis/synthesis of speech signals based on AbS/OLA sinusoidal modeling using elliptic filter | p. 141 |
| Robust model adaptation using mean and variance transformations in linear spectral domain | p. 149 |
| Using support vector machine for modeling of pulsed GTAW process | p. 155 |
| Design of simple structure neural voltage regulator for power systems | p. 164 |
| EEG source localization for two dipoles in the brain using a combined method | p. 171 |
| Intelligent control of micro heat exchanger with locally linear identifier and emotional based controller | p. 179 |
| Identification of anomalous SNMP situations using a cooperative connectionist exploratory projection pursuit model | p. 187 |
| Neural networks : a replacement for gaussian processes? | p. 195 |
| A dynamic merge-or-split learning algorithm on gaussian mixture for automated model selection | p. 203 |
| Bayesian radial basis function neural network | p. 211 |
| An empirical study of Hoeffding racing for model selection in k-nearest neighbor classification | p. 220 |
| Designing an optimal network using the cross-entropy method | p. 228 |
| Generating predicate rules from neural networks | p. 234 |
| Improving ensembles with classificational cellular automata | p. 242 |
| A gradient BYY harmony learning algorithm on mixture of experts for curve detection | p. 250 |
| A novel anomaly detection using small training sets | p. 258 |
| Induction of linear decision trees with real-coded genetic algorithms and k-D trees | p. 264 |
| Intelligent predictive control of a 6-Dof robotic manipulator with reliability based performance improvement | p. 272 |
| Sequential search for decremental edition | p. 280 |
| Bearing similarity measures for self-organizing feature maps | p. 286 |
| Efficient spatial clustering algorithm using binary tree | p. 294 |
| Cluster analysis of high-dimensional data : a case study | p. 302 |
| Universal clustering with family of power loss functions in probabilistic space | p. 311 |
| Circular SOM for temporal characterisation of modelled gene expressions | p. 319 |
| Recursive self-organizing map as a contractive iterative function system | p. 327 |
| Differential priors for elastic nets | p. 335 |
| Graphics hardware implementation of the parameter-less self-organising map | p. 343 |
| Weighted SOM-face : selecting local features for recognition from individual face image | p. 351 |
| SOM-based novelty detection using novel data | p. 359 |
| Multi-level document classifications with self-organising maps | p. 367 |
| Predictive vaccinology : optimisation of predictions using support vector machine classifiers | p. 375 |
| Evolving neural networks for the classification of malignancy associated changes | p. 382 |
| Matching peptide sequences with mass spectra | p. 390 |
| Extraction by example : induction of structural rules for the analysis of molecular sequence data from heterogeneous sources | p. 398 |
| A multi-population X[superscript 2] test approach to informative gene selection | p. 406 |
| Gene selection of DNA microarray data based on regularization networks | p. 414 |
| Application of mixture models to detect differentially expressed genes | p. 422 |
| A comparative study of two novel predictor set scoring methods | p. 432 |
| Deriving matrix of peptide-MHC interactions in diabetic mouse by genetic algorithm | p. 440 |
| SVM based prediction of bacterial transcription start sites | p. 448 |
| Exploiting sequence dependencies in the prediction of peroxisomal proteins | p. 454 |
| Protein fold recognition using neural networks and support vector machines | p. 462 |
| Support tool for multi-agent development | p. 470 |
| A hybrid agent architecture for modeling autonomous agents in SAGE | p. 478 |
| Toward transitive dependence in MAS | p. 486 |
| An architecture for multi-agent based self-adaptive system in mobile environment | p. 494 |
| Autonomous and dependable recovery scheme in UPnP network settings | p. 501 |
| A transitive dependence based social reasoning mechanism for coalition formation | p. 507 |
| A multi-agent based context aware self-healing system | p. 515 |
| Combining influence maps and cellular automata for reactive game agents | p. 524 |
| Patterns in complex systems modeling | p. 532 |
| Global optimization using evolutionary algorithm based on level set evolution and Latin square | p. 540 |
| Co-evolutionary rule-chaining genetic programming | p. 546 |
| A dynamic migration model for self-adaptive genetic algorithms | p. 555 |
| A multicriteria sorting procedure for financial classification problems : the case of business failure risk assessment | p. 563 |
| Volatility modelling of multivariate financial time series by using ICA-GARCH models | p. 571 |
| Volatility transmission between stock and bond markets : evidence from US and Australia | p. 580 |
| A machine learning approach to intraday trading on foreign exchange markets | p. 588 |
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