Hybrid Artificial Intelligence Systems: 9th International Conference, Hais 2014, Salamanca, Spain, June 11-13, 2014, Proceedings (lecture Notes In Computer Science)

This volume constitutes the proceedings of the 9th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2014, held in Salamanca, Spain, in June 2014. The 61 papers published in this volume were carefully reviewed and selected from 199 submissions. They are organized in topical sessions on HAIS applications; data mining and knowledge discovery; video and image analysis; bio-inspired models and evolutionary computation; learning algorithms; hybrid intelligent systems for data mining and applications and classification and cluster analysis. Front Matter....Pages - Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI....Pages 1-12 A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem....Pages 13-24 A Framework to Develop Adaptive Multimodal Dialog Systems for Android-Based Mobile Devices....Pages 25-36 Wind Power Ramp Event Prediction with Support Vector Machines....Pages 37-48 An Ontology for Human-Machine Computation Workflow Specification....Pages 49-60 A Fuzzy Reinforcement Learning Approach to QoS Provisioning Transmission in Cognitive Radio Networks....Pages 61-73 Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index....Pages 74-85 An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making....Pages 86-97 Developing Adaptive Agents Situated in Intelligent Virtual Environments....Pages 98-109 Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms....Pages 110-121 Depth-Based Outlier Detection Algorithm....Pages 122-132 Symbolic Regression for Precrash Accident Severity Prediction....Pages 133-144 Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory....Pages 145-155 Mining Incomplete Data with Attribute-Concept Values and “Do Not Care” Conditions....Pages 156-167 An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification....Pages 168-178 Scalable Uncertainty-Tolerant Business Rules....Pages 179-190 Incorporating Belief Function in SVM for Phoneme Recognition....Pages 191-199 Evaluation of Bounding Box Level Fusion of Single Target Video Object Trackers....Pages 200-210 A Hybrid System of Signature Recognition Using Video and Similarity Measures....Pages 211-220 Automatic Lane Correction in DGGE Images by Using Hybrid Genetic Algorithms....Pages 221-232 Augmented Reality: An Observational Study Considering the MuCy Model to Develop Communication Skills on Deaf Children....Pages 233-240 A 3D Facial Recognition System Using Structured Light Projection....Pages 241-253 Ear Recognition with Neural Networks Based on Fisher and Surf Algorithms....Pages 254-265 Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing....Pages 266-273 Hyperspectral Image Analysis Based on Color Channels and Ensemble Classifier....Pages 274-284 Non-dominated Sorting and a Novel Formulation in the Reporting Cells Planning....Pages 285-295 Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach....Pages 296-305 Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions....Pages 306-317 Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm....Pages 318-329 Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading....Pages 330-341 Optimizing Objective Functions with Non-Linearly Correlated Variables Using Evolution Strategies with Kernel-Based Dimensionality Reduction....Pages 342-353 Visual Behavior Definition for 3D Crowd Animation through Neuro-evolution....Pages 354-364 Hybrid System for Mobile Image Recognition through Convolutional Neural Networks and Discrete Graphical Models....Pages 365-376 Self-adaptive Biometric Classifier Working on the Reduced Dataset....Pages 377-388 Analysis of Human Performance as a Measure of Mental Fatigue....Pages 389-401 CA-Based Model for Hantavirus Disease between Host Rodents....Pages 402-414 DHGN Network with Mode-Based Receptive Fields for 2-Dimensional Binary Pattern Recognition....Pages 415-426 Extending Qualitative Spatial Theories with Emergent Spatial Concepts....Pages 427-438 Theory-Inspired Optimizations for Privacy Preserving Distributed OLAP Algorithms....Pages 439-453 Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates....Pages 454-465 A Relational Dual Tableau Decision Procedure for Multimodal and Description Logics....Pages 466-477 Daily Power Load Forecasting Using the Differential Polynomial Neural Network....Pages 478-489 Metaheuristics for Modelling Low-Resolution Galaxy Spectral Energy Distribution....Pages 490-501 Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume....Pages 502-514 A Hybrid Approach for Credibility Detection in Twitter....Pages 515-526 A Hybrid Recommender System Based on AHP That Awares Contexts with Bayesian Networks for Smart TV....Pages 527-536 An Ontology-Based Recommender System Architecture for Semantic Searches in Vehicles Sales Portals....Pages 537-548 Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode....Pages 549-560 Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type....Pages 561-572 Hierarchical Combining of Classifiers in Privacy Preserving Data Mining....Pages 573-584 Classification Rule Mining with Iterated Greedy....Pages 585-596 Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes....Pages 597-606 Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography....Pages 607-617 Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search....Pages 618-629 CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners....Pages 630-641 A Novel Hybrid Clustering Approach for Unsupervised Grouping of Similar Objects....Pages 642-653 Fusion of Kohonen Maps Ranked by Cluster Validity Indexes....Pages 654-665 Maintaining Case Based Reasoning Systems Based on Soft Competence Model....Pages 666-677 Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation....Pages 678-688 Credal Decision Trees to Classify Noisy Data Sets....Pages 689-696 YASA: Yet Another Time Series Segmentation Algorithm for Anomaly Detection in Big Data Problems....Pages 697-708 Back Matter....Pages -