Hybrid Artificial Intelligence Systems: 9th International Conference, HAIS 2014, Salamanca, Spain, June 11-13, 2014. Proceedings

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 -