Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012, Proceedings, Part I (Lecture Notes in Computer Science (7208))

The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms,℗¡ systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations Front Matter....Pages - An Agent Model for Incremental Rough Set-Based Rule Induction in Customer Relationship Management....Pages 1-12 Case-Based Argumentation Infrastructure for Agent Societies....Pages 13-24 The Application of Multi-Agent System in Monitoring and Control of Nonlinear Bioprocesses....Pages 25-36 Agent Capability Taxonomy for Dynamic Environments....Pages 37-48 Modeling Internet as a User-Adapted Speech Service....Pages 49-60 Unsupervised Classification of Audio Signals by Self-Organizing Maps and Bayesian Labeling....Pages 61-70 Robust Speaker Identification Using Ensembles of Kernel Principal Component Analysis....Pages 71-78 Application of Genetic Algorithms to Optimize a Truncated Mean k -Nearest Neighbours Regressor for Hotel Reservation Forecasting....Pages 79-90 A Social Network-Based Approach to Expert Recommendation System....Pages 91-102 Decentralized Multi-tasks Distribution in Heterogeneous Robot Teams by Means of Ant Colony Optimization and Learning Automata....Pages 103-114 Lipreading Procedure for Liveness Verification in Video Authentication Systems....Pages 115-124 Fuzzy Sliding Mode Control with Chattering Elimination for a Quadrotor Helicopter in Vertical Flight....Pages 125-136 Ensemble of Binary Learners for Reliable Text Categorization with a Reject Option....Pages 137-146 Spontaneous Facial Expression Recognition: Automatic Aggression Detection....Pages 147-158 A Memetic Approach to Project Scheduling that Maximizes the Effectiveness of the Human Resources Assigned to Project Activities....Pages 159-173 Hunting for Fraudsters in Random Forests....Pages 174-185 Neural Networks Ensembles Approach for Simulation of Solar Arrays Degradation Process....Pages 186-195 Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks....Pages 196-207 Hybrid Artificial Intelligence Approaches on Vehicle Routing Problem in Logistics Distribution....Pages 208-220 Fuzzy C-means Clustering with Bilateral Filtering for Medical Image Segmentation....Pages 221-230 A Improved Clustering Analysis Method Based on Fuzzy C-Means Algorithm by Adding PSO Algorithm....Pages 231-242 k -Means Clustering of Asymmetric Data....Pages 243-254 A Max Metric to Evaluate a Cluster....Pages 255-266 Nearest Cluster Classifier....Pages 267-275 Diffusion Maps for the Description of Meteorological Data....Pages 276-287 Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees....Pages 288-297 Improving the Generalization Capability of Hybrid Immune Detector Maturation Algorithm....Pages 298-308 White Box Classification of Dissimilarity Data....Pages 309-321 On Ensemble Classifiers for Nonintrusive Appliance Load Monitoring....Pages 322-331 Lee Path Replanner for Partially-Known Environments ....Pages 332-342 Stroke Based Handwritten Character Recognition....Pages 343-351 KETO: A Knowledge Editing Tool for Encoding Condition – Action Guidelines into Clinical DSSs....Pages 352-364 Integration of Intelligent Information Technologies Ensembles for Modeling and Classification....Pages 365-374 Fusion of Modular Bayesian Networks for Context-Aware Decision Making....Pages 375-384 Real-World Problem for Checking the Sensitiveness of Evolutionary Algorithms to the Choice of the Random Number Generator....Pages 385-396 Hybrid Multi-objective Machine Learning Classification in Liver Transplantation....Pages 397-408 Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy....Pages 409-420 Evolutionary Neural Networks for Product Design Tasks....Pages 421-428 An Incremental Hypersphere Learning Framework for Protein Membership Prediction....Pages 429-439 An Evolutionary Approach to Generate Solutions for Conflict Scenarios....Pages 440-451 Initialization Procedures for Multiobjective Evolutionary Approaches to the Segmentation Issue....Pages 452-463 Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution....Pages 464-473 ReactGA – The Search Space Transformation for the Local Optimum Escaping....Pages 474-484 PATMAP: Polyadenylation Site Identification from Next-Generation Sequencing Data....Pages 485-496 How to Reduce Dimension while Improving Performance....Pages 497-508 On How Percolation Threshold Affects PSO Performance....Pages 509-520 Pollen Grains Contour Analysis on Verification Approach....Pages 521-532 Modelling Stress Recognition in Conflict Resolution Scenarios....Pages 533-544 Multilayer-Perceptron Network Ensemble Modeling with Genetic Algorithms for the Capacity of Bolted Lap Joint....Pages 545-556 A Hybrid Classical Approach to a Fixed-Charged Transportation Problem....Pages 557-566 Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints....Pages 567-576 Supervision Strategy of a Solar Volumetric Receiver Using NN and Rule Based Techniques ....Pages 577-587 Modeling an Operating System Based on Agents....Pages 588-599 An Empirical Comparison of Some Approximate Methods for Graph Coloring....Pages 600-609 A Predictive Evolutionary Algorithm for Dynamic Constrained Inverse Kinematics Problems....Pages 610-621 Non-linear Data Stream Compression: Foundations and Theoretical Results....Pages 622-634 Reasoning with Qualitative Velocity: Towards a Hybrid Approach....Pages 635-646 Research of Neural Network Classifier Based on FCM and PSO for Breast Cancer Classification....Pages 647-654 Improving Evolved Alphabet Using Tabu Set....Pages 655-666 Rough Sets-Based Identification of Heart Valve Diseases Using Heart Sounds....Pages 667-676 A Novel Hybrid Intelligent Classifier to Obtain the Controller Tuning Parameters for Temperature Control....Pages 677-689 SpaGRID: A Spatial Grid Framework for High Dimensional Medical Databases....Pages 690-704 Back Matter....Pages -