Hybrid Artificial Intelligence Systems: 5th International Conference, HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part I

Front Matter....Pages -
Y-Means: An Autonomous Clustering Algorithm....Pages 1-13
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications....Pages 14-23
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment....Pages 24-31
Markovian Ants in a Queuing System....Pages 32-39
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization....Pages 40-47
Automatic PSO-Based Deformable Structures Markerless Tracking in Laparoscopic Cholecystectomy....Pages 48-55
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization....Pages 56-63
Developing an Intelligent Parking Management Application Based on Multi-agent Systems and Semantic Web Technologies....Pages 64-72
Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect....Pages 73-79
Social Simulation for AmI Systems Engineering....Pages 80-87
Automatic Behavior Pattern Classification for Social Robots....Pages 88-95
Healthcare Information Fusion Using Context-Aware Agents....Pages 96-103
Multivariate Discretization for Associative Classification in a Sparse Data Application Domain....Pages 104-111
Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method....Pages 112-119
A Dynamic Bayesian Network Based Structural Learning towards Automated Handwritten Digit Recognition....Pages 120-127
A Dual Network Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification for Soft Real Time Applications....Pages 128-135
The Abnormal vs. Normal ECG Classification Based on Key Features and Statistical Learning....Pages 136-143
Classification of Wood Pulp Fibre Cross-Sectional Shapes....Pages 144-151
A Hybrid Cluster-Lift Method for the Analysis of Research Activities....Pages 152-161
Protein Fold Recognition with Combined SVM-RDA Classifier....Pages 162-169
Data Processing on Database Management Systems with Fuzzy Query....Pages 170-177
A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms....Pages 178-186
Continuous Pattern Mining Using the FCPGrowth Algorithm in Trajectory Data Warehouses....Pages 187-195
Hybrid Approach for Language Identification Oriented to Multilingual Speech Recognition in the Basque Context....Pages 196-204
An Approach of Bio-inspired Hybrid Model for Financial Markets....Pages 205-212
Interactive and Stereoscopic Hybrid 3D Viewer of Radar Data with Gesture Recognition....Pages 213-220
Recognition of Manual Actions Using Vector Quantization and Dynamic Time Warping....Pages 221-228
Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach....Pages 229-236
Ranked Tag Recommendation Systems Based on Logistic Regression....Pages 237-244
A Hybrid Robotic Control System Using Neuroblastoma Cultures....Pages 245-253
Image Segmentation with a Hybrid Ensemble of One-Class Support Vector Machines....Pages 254-261
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression....Pages 262-269
Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques....Pages 270-277
Speaker Verification and Identification Using Principal Component Analysis Based on Global Eigenvector Matrix....Pages 278-285
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Oriented to People with Intellectual Disabilities....Pages 286-293
Fusion of Fuzzy Spatial Relations....Pages 294-301
Reducing Artifacts in TMS-Evoked EEG....Pages 302-310
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data....Pages 311-318
Stamping Line Optimization Using Genetic Algorithms and Virtual 3D Line Simulation....Pages 319-326
Evolutionary Industrial Physical Model Generation....Pages 327-334
Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification....Pages 335-342
A Neuro-genetic Control Scheme Application for Industrial R 3 Workspaces....Pages 343-350
Memetic Feature Selection: Benchmarking Hybridization Schemata....Pages 351-358
A Hybrid Cellular Genetic Algorithm for Multi-objective Crew Scheduling Problem....Pages 359-367
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training....Pages 368-375
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition....Pages 376-384
Efficient Plant Supervision Strategy Using NN Based Techniques....Pages 385-394
FDI and Accommodation Using NN Based Techniques....Pages 395-404
A Hybrid ACO Approach to the Matrix Bandwidth Minimization Problem....Pages 405-412
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy....Pages 413-420
Analysing the Low Quality of the Data in Lighting Control Systems....Pages 421-428
Type-1 Non-singleton Type-2 Takagi-Sugeno-Kang Fuzzy Logic Systems Using the Hybrid Mechanism Composed by a Kalman Type Filter and Back Propagation Methods....Pages 429-437
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning....Pages 438-445
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer’s Disease....Pages 446-451
Effective Diagnosis of Alzheimer’s Disease by Means of Association Rules....Pages 452-459
Exploratory Matrix Factorization for PET Image Analysis....Pages 460-467
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer’s Disease....Pages 468-475
Partial Least Squares for Feature Extraction of SPECT Images....Pages 476-483
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities....Pages 484-491
Prediction of Bladder Cancer Recurrences Using Artificial Neural Networks....Pages 492-499
Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up....Pages 500-507
On the Design of a CADS for Shoulder Pain Pathology....Pages 508-515
Exploring Symmetry to Assist Alzheimer’s Disease Diagnosis....Pages 516-523
Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair....Pages 524-531
Randomness and Fuzziness in Bayes Multistage Classifier....Pages 532-539
Multiple Classifier System with Radial Basis Weight Function....Pages 540-547
Mixture of Random Prototype-Based Local Experts....Pages 548-556
Graph-Based Model-Selection Framework for Large Ensembles....Pages 557-564
Rough Set-Based Analysis of Characteristic Features for ANN Classifier....Pages 565-572
Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction....Pages 573-580
Application of Mixture of Experts to Construct Real Estate Appraisal Models....Pages 581-589
Designing Fusers on the Basis of Discriminants – Evolutionary and Neural Methods of Training....Pages 590-597
Back Matter....Pages -