| Support Function Machines | p. 1 |
| Different Bayesian Network Models in the Classification of Remote Sensing Images | p. 10 |
| Croup Decision Making with Triangular Fuzzy Linguistic Variables | p. 17 |
| Sparse Kernel Modelling: A Unified Approach | p. 27 |
| Advanced Forecasting and Classification Technique for Condition Monitoring of Rotating Machinery | p. 37 |
| Out of Bootstrap Estimation of Generalization Error Curves in Bagging Ensembles | p. 47 |
| An Edit Distance Approach to Shallow Semantic Labeling | p. 57 |
| A Comparison of One-Class Classifiers for Novelty Detection in Forensic Case Data | p. 67 |
| Variational GTM | p. 77 |
| Skill Combination for Reinforcement Learning | p. 87 |
| A New Recurring Multistage. Evolutionary Algorithm for Solving Problems Efficiently | p. 97 |
| The Effect of Missing Wind Speed Data on Wind Power Estimation | p. 107 |
| Exploration of a Text Collection and Identification of Topics by Clustering | p. 115 |
| Asynchronous BCI Control of a Robot Simulator with Supervised Online Training | p. 125 |
| Fuzzy Ridge Regression with Non Symmetric Membership Functions and Quadratic Models | p. 135 |
| A Subjective and Objective Integrated Method for MAGDM Problems with Multiple Types of Exact Preference Formals | p. 145 |
| Energy Saving by Means of Fuzzy Systems | p. 155 |
| A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks | p. 168 |
| Filter Methods for Feature Selection A Comparative Study | p. 178 |
| FPGA-Based Architecture for Computing Testors | p. 188 |
| Minimal BSDT Abstract, Selectional Machines and Their Selectional and Computational Performance | p. 198 |
| Active Learning for Regression Based on Query by Committee | p. 209 |
| Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System | p. 219 |
| Wrapping the Naive Bayes Classifier to Relax the Effect of Dependences | p. 229 |
| Preference Learning from Interval Pairwise Data. A Distance-Based Approach | p. 240 |
| Psychometric Functions Within the Framework of Binary Signal Detection Theory: Coding the Face Identity | p. 248 |
| Load Forecasting with Support Vector Machines and Semi-parametric Method | p. 258 |
| Reproducing Kernel Hilbert Space Methods to Reduce Pulse Compression Sidelobes | p. 268 |
| Support Kernel Machine-Baaed Active Learning to Find Labels and a Proper Kernel Simultaneously | p. 277 |
| Making Class Bias Useful: A Strategy of Learning from Imbalanced Data | p. 287 |
| Detecting Flushing E-mails by Heterogeneous Classification | p. 296 |
| Load Balancing in Fault Tolerant Video Server | p. 306 |
| Position-Aware String Kernels with Weighted Shifts and a General Framework to Apply String Kernels to Other Structured. Data | p. 316 |
| A New Regression Based Software Cost Estimation Model Using Power Values | p. 326 |
| Visualising and Clustering Video Data | p. 335 |
| Neural Network-Based Receiver for Uplink Multiuser Code Division Multiple Access Communication System | p. 345 |
| Evolving Tree Algorithm Modifications | p. 356 |
| A Linear Learning Method fur Multilayer Perceptrons Using Least-Squares | p. 365 |
| A Discriminative Model Corresponding to Hierarchical HMMs | p. 375 |
| Finding Unsatisfiable Subformulas with Stochastic Method | p. 385 |
| A New Efficient Approach in Clustering Ensembles | p. 395 |
| An Evolutionary Hyperheuristic to Solve Strip-Packing Problems | p. 406 |
| Statistical Analysis of Sample-Size Effects in ICA | p. 416 |
| HPGP: An Abstraction-Based Framework for Decision-Theoretic Planning | p. 426 |
| Correction of Medical Handwriting OCR Based on Semantic Similarity | p. 437 |
| Multiple Classifier Fusion Using k-Nearest Localized Templates | p. 447 |
| Color Image Segmentation Applied to Medical Domain | p. 457 |
| Hierarchical Program Representation for Program Element Matching | p. 467 |
| A Combination-of-Tools Method for Learning Interpretable Fuzzy Rule-Based Classifiers from Support Vector Machines | p. 477 |
| An Effective Content-Based Image Retrieval System by Hierarchial Segmentation | p. 487 |
| Knowledge Extraction from Unstructured Surface Meshes | p. 497 |
| Clustering with Reinforcement Learning | p. 507 |
| Mining Frequent Itemsets in Large Data Warehouses: A Novel Approach Proposed for Sparse Data Sets | p. 517 |
| A Sparse Bayesian Position Weighted Bio-Kernel Network | p. 527 |
| Square Penalty Support Vector Regression | p. 537 |
| Constructing Accurate Fuzzy Rule-Based Classification Systems Using Apriori Principles and Rule-Weighting | p. 547 |
| Visualization of Topology Representing Networks | p. 557 |
| The Outer Impartation Information Content of Rules and Rule Sets | p. 567 |
| An Engineering Approach to Data Mining Projects | p. 578 |
| Classifying Polyphonic Melodies by Chord Estimation Based on Hidden Markov Model | p. 589 |
| Elastic Non-contiguous Sequence Pattern Detection for Data Stream Monitoring | p. 599 |
| Joint Cutoff Probabilistic Estimation Using Simulation: A Mailing Campaign Application | p. 609 |
| Segmentation and Annotation of Audiovisual Recordings Based on Automated Speech Recognition | p. 620 |
| Mining Disjunctive Sequential Patterns from News Stream | p. 630 |
| A New Dissimilarity Measure Between Trees by Decomposition of Unit-Cost Edit Distance | p. 643 |
| Optimizing Web Structures Using Web Mining Techniques | p. 653 |
| A Collaborative Recommender System Based on Asymmetric User Similarity | p. 663 |
| Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications | p. 673 |
| Parallel Wavelet Transform for Spatio-temporal Outlier Detection in Large Meteorological Data | p. 684 |
| A Tool for Web Usage Mining | p. 695 |
| An Algorithm to Mine General Association Rules from Tabular Data | p. 705 |
| Intrusion Detection at Packet Level by Unsupervised Architectures | p. 718 |
| Quality of Adaptation of Fusion ViSOM | p. 728 |
| Classification Based on the Trace of Variables over Time | p. 739 |
| Extracting Meaningful Contexts from Mobile Life Log | p. 750 |
| Topological Tree Clustering of Social Network Search Results | p. 760 |
| A Framework to Analyze Biclustering Results on Microarray Experiments | p. 770 |
| Methods to Bicluster Validation and Comparison in Microarray Data | p. 780 |
| Capturing Heuristics and Intelligent Methods for Improving Micro-array Data Classification | p. 790 |
| Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods | p. 800 |
| Protein Data Condensation for Effective! Quaternary Structure Classification | p. 810 |
| PINCoC: A Co-clustering Based Approach to Analyze Protein-Protein Interaction Networks | p. 821 |
| Discovering [alpha]-Patterns from Gone Expression Data | p. 831 |
| Biclusters Evaluation Based on Shifting and Scaling Patterns | p. 840 |
| A Deterministic Model to Infer Gene Networks from Microarray Data | p. 850 |
| Profiling of High-Throughput Mass Spectrometry Data for Ovarian Cancer Detection | p. 860 |
| Adapting Machine! Learning Technique for Periodicity Detection in Nuclesomal Locations in Sequences | p. 870 |
| Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning | p. 880 |
| Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning | p. 890 |
| Automatic Prognostic Determination and Evolution of Cognitive Decline Using Artificial Neural Networks | p. 898 |
| SCSTallocator: Sized and Call-Site Tracing-Bused Shared Memory Allocator for False Sharing Reduction in Page-Based DSM Systems | p. 908 |
| A Hybrid Social Model for Simulating the Effects of Policies on Residential Power Consumption | p. 919 |
| On Intelligent Interface Agents for Human Based Computation | p. 930 |
| Reverse Engineering an Agent-Based Hidden Markov Model for Complex Social Systems | p. 940 |
| Effects of Neighbourhood Structure on Evolution of Cooperation in N-Player Iterated Prisoner's Dilemma | p. 950 |
| Interface Agents' Design for a DPT Transportation System Using PASSI | p. 960 |
| A Multi-agent System Approach to Power System Topology Verification | p. 970 |
| A System for Efficient Portfolio Management | p. 980 |
| Partitioning-Clustering Techniques Applied to the Electricity Price Time Series | p. 990 |
| Time-Series Prediction Using Self-Organising Mixture Autoregressive Network | p. 1000 |
| Adjusting the Generalized Pareto Distribution with Evolution Strategies - An application to a Spanish Motor Liability Insurance Database | p. 1010 |
| Independent Factor Reinforcement Learning for Portfolio Management | p. 1020 |
| Discrete Time Portfolio Selection with Levy Processes | p. 1032 |
| Analyzing the Influence of Overconfident Investors on Financial Markets Through Agent-Based Model | p. 1042 |
| Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach | p. 1053 |
| An Agent-Based Model of Interactions in the Payment Card Market | p. 1063 |
| The Possibility of an Epidemic Meme Analogy for Web Community Population Analysis | p. 1073 |
| The Econometric Analysis of Agent-Based Models in Finance: An Application | p. 1081 |
| Short Run Dynamics in an Artificial Futures Market with Human Subjects | p. 1092 |
| Video-Based Conjoint Analysis and Agent Based Simulation for Estimating Customer's Behavior | p. 1102 |
| Effect of the Number of Users and Bias of Users' Preference on Recommender Systems | p. 1112 |
| Exploring Quantitative Evaluation Criteria, for Service and Potentials of New Service in Transportation: Analyzing Transport Networks of Railway, Subway, and Waterbus | p. 1122 |
| Saw-Tooth Algorithm Guided by the Variance of Best Individual Distributions for Designing Evolutionary Neural Networks | p. 1131 |
| Using a Genetic Algorithm For Editing k-Nearest Neighbor Classifiers | p. 1141 |
| An Evolution of Geometric Structures Algorithm for the Automatic Classification of HRR Radar Targets | p. 1151 |
| Hybrid Cross-Entropy Method/Hopfield Neural Network for Combinatorial Optimization Problems | p. 1160 |
| Author Index | p. 1171 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
