Hybrid Artificial Intelligent Systems

by Romay, Manuel Grana; Corchado, Emilio; Garcia-Sebastian, M. Teresa

• ISBN13: 9783642137686
• ISBN10: 3642137687
• Format: Paperback
• Copyright: 2010-07-07
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, held in San Sebastian, Spain, in June 2010.

Table of Contents

Y-Means: An Autonomous Clustering Algorithm (Invited Paper)	p. 1
A Survey and Analysis of Frameworks and Framework Issues for Information Fusion Applications (Invited Paper)	p. 14
A Regular Tetrahedron Formation Strategy for Swarm Robots in Three-Dimensional Environment	p. 24
Markovian Ants in a Queuing System	p. 32
A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization	p. 40
Automatic PSO-Based Deformable Structures Markerless Tracking in Laparoscopic Cholecystectomy	p. 48
A Framework for Optimization of Genetic Programming Evolved Classifier Expressions Using Particle Swarm Optimization	p. 56
Developing an Intelligent Parking Management Application Based on Multi-agent Systems and Semantic Web Technologies	p. 64
Linked Multicomponent Robotic Systems: Basic Assessment of Linking Element Dynamical Effect	p. 73
Social Simulation for AmI Systems Engineering	p. 80
Automatic Behavior Pattern Classification for Social Robots	p. 88
Healthcare Information Fusion Using Context-Aware Agents	p. 96
Multivariate Discretization for Associative Classification in a Sparse Data Application Domain	p. 104
Recognition of Turkish Vowels by Probabilistic Neural Networks Using Yule-Walker AR Method	p. 112
A Dynamic Bayesian Network Based Structural Learning towards Automated Handwritten Digit Recognition	p. 120
A Dual Network Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification for Soft Real Time Applications	p. 128
The Abnormal vs. Normal ECG Classification Based on Key Features and Statistical Learning	p. 136
Classification of Wood Pulp Fibre Cross-Sectional Shapes	p. 144
A Hybrid Cluster-Lift Method for the Analysis of Research Activities	p. 152
Protein Fold Recognition with Combined SVM-RDA Classifier	p. 162
Data Processing on Database Management Systems with Fuzzy Query	p. 170
A Hybrid Approach for Process Mining: Using From-to Chart Arranged by Genetic Algorithms	p. 178
Continuous Pattern Mining Using the FCPGrowth Algorithm in Trajectory Data Warehouses	p. 187
Hybrid Approach for Language Identification Oriented to Multilingual Speech Recognition in the Basque Context	p. 196
An Approach of Bio-inspired Hybrid Model for Financial Markets	p. 205
Interactive and Stereoscopic Hybrid 3D Viewer of Radar Data with Gesture Recognition	p. 213
Recognition of Manual Actions Using Vector Quantization and Dynamic Time Warping	p. 221
Protecting Web Services against DoS Attacks: A Case-Based Reasoning Approach	p. 229
Ranked Tag Recommendation Systems Based on Logistic Regression	p. 237
A Hybrid Robotic Control System Using Neuroblastoma Cultures	p. 245
Image Segmentation with a Hybrid Ensemble of One-Class Support vector Machines	p. 254
Power Prediction in Smart Grids with Evolutionary Local Kernel Regression	p. 262
Automatic Quality Inspection of Percussion Cap Mass Production by Means of 3D Machine Vision and Machine Learning Techniques	p. 270
Speaker Verification and Identification Using Principal Component Analysis Based on Global Eigenvector Matrix	p. 278
Hybrid Approach for Automatic Evaluation of Emotion Elicitation Orientd to People with Intellectual Disabilities	p. 286
Fusion of Fuzzy Spatial Relations	p. 294
Reducing Artifacts in TMS-Evoked EEG	p. 302
Model Driven Image Segmentation Using a Genetic Algorithm for Structured Data	p. 311
Stamping Line Optimization Using Genetic Algorithms and Virtual 3D Line Simulation	p. 319
Evolutionary Industrial Physical Model Generation	p. 327
Evolving Neural Networks, with Maximum AUC for Imbalanced Data Classification	p. 335
A Neuro-genetic Control Scheme Application for Industrial R3 Workspaces	p. 343
Memetic Feature Selection: Benchmarking Hybridization Schemata	p. 351
A Hybrid Cellular Genetic Algorithm for Multi-objective Crew scheduling Problem	p. 359
GENNET-Toolbox: An Evolving Genetic Algorithm for Neural Network Training	p. 368
An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition	p. 376
Efficient Plant Supervision Strategy Using NN Based Techniques	p. 385
FDI and Accommodation Using NN Based Techniques	p. 395
A Hybird ACO Approach to the Matrix Bandwidth Minimization Problem	p. 405
Machine-Learning Based Co-adaptive Calibration: A Perspective to Fight BCI Illiteracy	p. 413
Analysing the Low Quality of the Data in Lighting Control Systems	p. 421
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	p. 429
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning	p. 438
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease	p. 446
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules	p. 452
Exploratory Matrix Factorization for PET Image Analysis	p. 460
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease	p. 468
Partial Least Squares for Feature Extraction of SPECT Images	p. 476
Sensor Fusion Adaptive Filtering for Position Monitoring in Intense Activities	p. 484
Prediction of Bladder Cancer Recurrences Using Artificial Neural Networks	p. 492
Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up	p. 500
On the Design of a CADS for Shoulder Pain Pathology	p. 508
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis	p. 516
Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair	p. 524
Randomness and Fuzziness in Bayes Multistage Classifier	p. 532
Multiple Classifier System with Radial Basis Weight Function	p. 540
Mixture of Random Prototype-Based Local Experts	p. 548
Graph-Based Model-Selection Framework for Large Ensembles	p. 557
Rough Set-Based Analysis of Characteristic Features for ANN Classifier	p. 565
Boosting Algorithm with Sequence-Loss Cost Function for Structured Prediction	p. 573
Application of Mixture of Experts to Construct Real Estate Appraisal Models	p. 581
Designing Fusers on the Basis of Discriminants - Evolutionary and Neural Methods of Training	p. 590
Author Index	p. 599
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