Hybrid Artificial Intelligent Systems : 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013 : proceedings

This volume constitutes the proceedings of the 8th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2013, held in Salamanca, Spain, in September 2013. The 68 papers published in this volume were carefully reviewed and selected from 218 submissions. They are organized in topical sessions on Agents and Multi Agents Systems; HAIS Applications; Classification and Cluster Analysis; Data Mining and Knowledge Discovery; Video and Image Analysis; Bio-inspired Models and Evolutionary Computation; Learning Algorithms; Systems, MAN, and Cybernetics; Hybrid Intelligent Systems for Data Mining and Applications; Metaheuristics for Combinatorial Optimization and Modelling Complex Systems. Front Matter....Pages - An Agent Based Implementation of Proactive S-Metaheuristics....Pages 1-10 An Ontological and Agent-Oriented Modeling Approach for the Specification of Intelligent Ambient Assisted Living Systems for Parkinson Patients....Pages 11-20 Integration of Self-organization and Cooperation Mechanisms to Enhance Service Discovery....Pages 21-30 Agent Participation in Context-Aware Workflows....Pages 31-40 PHAT: Physical Human Activity Tester....Pages 41-50 Support Vector Forecasting of Solar Radiation Values....Pages 51-60 A Hybrid Fuzzy Approach to Facility Location Decision-Making....Pages 61-70 Clinical Careflows Aided by Uncertainty Representation Models....Pages 71-80 A Hybrid Approach for the Verification of Integrity Constraints in Clinical Practice Guidelines....Pages 81-91 Hippocampus Localization Guided by Coherent Point Drift Registration Using Assembled Point Set....Pages 92-102 Network Anomaly Classification by Support Vector Classifiers Ensemble and Non-linear Projection Techniques....Pages 103-111 Classification Method for Differential Diagnosis Based on the Course of Episode of Care....Pages 112-121 Movie Recommendation Framework Using Associative Classification and a Domain Ontology....Pages 122-131 Construction of Sequential Classifier Based on Broken Stick Model....Pages 132-139 Model and Feature Selection in Hidden Conditional Random Fields with Group Regularization....Pages 140-149 A First Approach to Deal with Imbalance in Multi-label Datasets....Pages 150-160 Simulating a Collective Intelligence Approach to Student Team Formation....Pages 161-170 A Counting-Based Heuristic for ILP-Based Concept Discovery Systems....Pages 171-180 Extracting Sequential Patterns Based on User Defined Criteria....Pages 181-190 Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis....Pages 191-201 Qualitative Reasoning on Complex Systems from Observations....Pages 202-211 Reference Data Sets for Spam Detection: Creation, Analysis, Propagation....Pages 212-221 Monitoring Mental Fatigue through the Analysis of Keyboard and Mouse Interaction Patterns....Pages 222-231 On Mining Sensitive Rules to Identify Privacy Threats....Pages 232-241 An Evidential and Context-Aware Recommendation Strategy to Enhance Interactions with Smart Spaces....Pages 242-251 Information Fusion for Context Awareness in Intelligent Environments....Pages 252-261 Simply-Integrated Method of Judgments of Expert Knowledge Collected in Databases for Objective Computer-Aided Engineering Systems....Pages 262-268 A Hybrid Inference Approach for Building Fuzzy DSSs Based on Clinical Guidelines....Pages 269-279 Hybrid Visualization for Deep Insight into Knowledge Retention in Firms....Pages 280-293 Fall Detection Using Kinect Sensor and Fall Energy Image....Pages 294-303 Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data....Pages 304-313 Diversity Measures for Majority Voting in the Spatial Domain....Pages 314-323 How Do You Help a Robot to Find a Place? A Supervised Learning Paradigm to Semantically Infer about Places....Pages 324-333 Study of the Pre-processing Impact in a Facial Recognition System....Pages 334-344 Using ABC Algorithm with Shrinkage Estimator to Identify Biomarkers of Ovarian Cancer from Mass Spectrometry Analysis....Pages 345-355 Metaoptimization of Differential Evolution by Using Productions of Low-Number of Cycles: The Fitting of Rotation Curves of Spiral Galaxies as Case Study....Pages 356-365 The Artificial Bee Colony Algorithm Applied to a Self-adaptive Grid Resources Selection Model....Pages 366-375 A Hybrid Algorithm Combining an Evolutionary Algorithm and a Simulated Annealing Algorithm to Solve a Collaborative Learning Team Building Problem....Pages 376-389 Addressing Constrained Sampling Optimization Problems Using Evolutionary Algorithms....Pages 390-400 Genetic Algorithm-Based Allocation and Scheduling for Voltage and Frequency Scalable XMOS Chips....Pages 401-410 Second Order Swarm Intelligence....Pages 411-420 Hybrid Approach Using Rough Sets and Fuzzy Logic to Pattern Recognition Task....Pages 421-430 MLG: Enchancing Multi-label Classification with Modularity-Based Label Grouping....Pages 431-440 Intelligent System for Channel Prediction in the MIMO-OFDM Wireless Communications Using a Multidimensional Recurrent LS-SVM....Pages 441-450 Template-Based Synthesis of Plan Execution Monitors....Pages 451-461 Distributed Privacy-Preserving Minimal Distance Classification....Pages 462-471 Borderline Kernel Based Over-Sampling....Pages 472-481 Discrimination of Resting-State fMRI for Schizophrenia Patients with Lattice Computing Based Features....Pages 482-490 Enhancing Active Learning Computed Tomography Image Segmentation with Domain Knowledge....Pages 491-499 Evolutionary Ordinal Extreme Learning Machine....Pages 500-509 Arm Orthosis/Prosthesis Control Based on Surface EMG Signal Extraction....Pages 510-519 Application Possibilities of Hardware Implemented Hybrid Neural Networks to Support Independent Life of Elderly People....Pages 520-529 Multi-agent Reactive Planning for Solving Plan Failures....Pages 530-539 A Discussion on Trust Requirements for a Social Network of Eahoukers....Pages 540-547 Querying on Fuzzy Surfaces with Vague Queries....Pages 548-557 Best Fuzzy Partitions to Build Interpretable DSSs for Classification in Medicine....Pages 558-567 An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets....Pages 568-577 A Sensitivity Analysis for Quality Measures of Quantitative Association Rules....Pages 578-587 Building a Robust Extreme Learning Machine for Classification in the Presence of Outliers....Pages 588-597 Handling Inconsistencies in the Revision of Probability Distributions....Pages 598-607 Creating Knowledge Base from Automatically Extracted Information....Pages 608-617 A HMM-Based Location Prediction Framework with Location Recognizer Combining k -Nearest Neighbor and Multiple Decision Trees....Pages 618-628 Noisy Data Set Identification....Pages 629-638 Density-Based Clustering in Cloud-Oriented Collaborative Multi-Agent Systems....Pages 639-648 A Hybrid Genetic Algorithm with Variable Neighborhood Search Approach to the Number Partitioning Problem....Pages 649-658 Human Activity Recognition and Feature Selection for Stroke Early Diagnosis....Pages 659-668 Using a Hybrid Cellular Automata Topology and Neighborhood in Rule Discovery....Pages 669-678 An Extension of the FURIA Classification Algorithm to Low Quality Data....Pages 679-688 Back Matter....Pages -