Ebook: Advances in Computational Intelligence

This book constitutes the proceedings of the second International Workshop on Advanced Computational Intelligence (IWACI2009), with a sequel of IWACI 2008 successfully held in Macao, China. IWACI2009 provided a high-level international forum for scientists, engineers, and educators to present state-of-the-art research in computational intelligence and related fields.

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This book constitutes the proceedings of the second International Workshop on Advanced Computational Intelligence (IWACI2009), with a sequel of IWACI 2008 successfully held in Macao, China. IWACI2009 provided a high-level international forum for scientists, engineers, and educators to present state-of-the-art research in computational intelligence and related fields.

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This book constitutes the proceedings of the second International Workshop on Advanced Computational Intelligence (IWACI2009), with a sequel of IWACI 2008 successfully held in Macao, China. IWACI2009 provided a high-level international forum for scientists, engineers, and educators to present state-of-the-art research in computational intelligence and related fields.

Content:
Front Matter....Pages -
Multi Lingual Speaker Recognition Using Artificial Neural Network....Pages 1-9
Modeling Huntington’s Disease Considering the Theory of Central Pattern Generators (CPG)....Pages 11-19
Prophetia: Artificial Intelligence for TravelBox® Technology....Pages 21-34
Application Research of Local Support Vector Machines in Condition Trend Prediction of Reactor Coolant Pump....Pages 35-43
Asymptotic Synchronization for Pulse-Coupled Oscillators with Delayed Excitatory Coupling Is Impossible....Pages 45-51
Missing Data Imputation Through the Use of the Random Forest Algorithm....Pages 53-62
Ubiquitous Middleware Using Mobility Prediction Based on Neuro-Association Mining for Adaptive Distributed Object System....Pages 63-72
A Growing Algorithm for RBF Neural Network....Pages 73-82
Fault Tolerance Based on Neural Networks for the Intelligent Distributed Framework....Pages 83-92
Learning RNN-Based Gene Regulatory Networks for Robot Control....Pages 93-102
Fault Detection for Networked Control Systems via Minimum Error Entropy Observer....Pages 103-111
Discrete-Time Reduced Order Neural Observers....Pages 113-122
A New Neural Observer for an Anaerobic Wastewater Treatment Process....Pages 123-132
Prediction of Protein Subcellular Multi-localization by Using a Min-Max Modular Support Vector Machine....Pages 133-143
Application of MultiLayer Perceptron Type Neural Network to Camera Calibration....Pages 145-154
Hierarchical Neural Network Model for Water Quality Prediction in Wastewater Treatment Plants....Pages 155-166
Third Generation Neural Networks: Spiking Neural Networks....Pages 167-178
Choquet Fuzzy Integral Applied to Stereovision Matching for Fish-Eye Lenses in Forest Analysis....Pages 179-187
Fuzzy OLAP: A Formal Definition....Pages 189-198
Caller Behaviour Classification: A Comparison of SVM and FIS Techniques....Pages 199-208
A Dual-Model Discrete-Time Jumping Fuzzy System Approach to NCS Design....Pages 209-218
A Continuous-Time Recurrent Neurofuzzy Network for Black-Box Modeling of Insulin Dynamics in Diabetic Type-1 Patients....Pages 219-228
Vague Query Based on Vague Relational Model....Pages 229-238
Identification and Speed Control of a DC Motor Using an Input-Output Recurrent Neurofuzzy Network....Pages 239-248
Hybrid Intelligent Control Scheme for an Anaerobic Wastewater Treatment Process....Pages 249-258
Workability of a Genetic Algorithm Driven Sequential Search for Eigenvalues and Eigenvectors of a Hamiltonian with or without Basis Optimization....Pages 259-268
An Improved Quantum Evolutionary Algorithm Based on Artificial Bee Colony Optimization....Pages 269-278
Rough Approximation Operators with Hedges....Pages 279-288
An Evolutionary Algorithm with Lower-Dimensional Crossover for Solving Constrained Engineering Optimization Problems....Pages 289-298
Gene Regulatory Network Reconstruction of P38 MAPK Pathway Using Ordinary Differential Equation with Linear Regression Analysis....Pages 299-308
A Novel Multi-threshold Segmentation Approach Based on Artificial Immune System Optimization....Pages 309-317
Research on Improvement Strategies and Parameter Analysis of Ant Colony Algorithm for One-Dimensional Cutting Stock Problem....Pages 319-329
Mixture of Experts with Genetic Algorithms....Pages 331-338
Opposition-Based Particle Swarm Optimization with Velocity Clamping (OVCPSO)....Pages 339-348
Designing a Compact Genetic Algorithm with Minimal FPGA Resources....Pages 349-357
Application of DNA Self-assembly on Maximum Clique Problem....Pages 359-368
Modeling of the Relative Humidity and Control of the Temperature for a Bird Incubator....Pages 369-377
A Novel Automatic Method on Diagnosing Movement Disorders....Pages 379-385
The Fault Diagnosis of Electric Railway Traction Substation with Model-Based Diagnosis of Integration of FDI and DX Approaches....Pages 387-395
A Single-Hop Active Clustering Algorithm for Wireless Sensor Networks....Pages 397-406
A Transelevator Moving Inside of an Automatic Warehouse in Virtual Reality....Pages 407-414
Improved AFT and Background-Mesh Generation for FEM with Applications in Microwave....Pages 415-421
Application of Non-redundant Association Rules in University Library....Pages 423-431
Global Structure Constraint: A Fast Pre-location for Active Appearance Model....Pages 433-441
Bio-inspired Architecture for Visual Recognition of Humans Walking....Pages 443-452
Computational Model for Electric Fault Diagnosis in Induction Motors....Pages 453-462
Closed-Loop Identification of a Nonlinear Servomechanism: Theory and Experiments....Pages 463-471
Dynamic Classifier Selection with Confidence Intervals....Pages 473-482
Optimal Neuron-Controller for Fluid Triple-Tank System via Improved ADDHP Algorithm....Pages 483-492
Method of Learning for Life Pet Artificial....Pages 493-502
An Sliding Mode Control for an Elbow Arm....Pages 503-508
Stabilization on a Physical Pendulum with Moving Mass....Pages 509-518
Restricted Growth String for Video-Type Classification....Pages 519-526
Back Matter....Pages -

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This book constitutes the proceedings of the second International Workshop on Advanced Computational Intelligence (IWACI2009), with a sequel of IWACI 2008 successfully held in Macao, China. IWACI2009 provided a high-level international forum for scientists, engineers, and educators to present state-of-the-art research in computational intelligence and related fields.

Content:
Front Matter....Pages -
Multi Lingual Speaker Recognition Using Artificial Neural Network....Pages 1-9
Modeling Huntington’s Disease Considering the Theory of Central Pattern Generators (CPG)....Pages 11-19
Prophetia: Artificial Intelligence for TravelBox® Technology....Pages 21-34
Application Research of Local Support Vector Machines in Condition Trend Prediction of Reactor Coolant Pump....Pages 35-43
Asymptotic Synchronization for Pulse-Coupled Oscillators with Delayed Excitatory Coupling Is Impossible....Pages 45-51
Missing Data Imputation Through the Use of the Random Forest Algorithm....Pages 53-62
Ubiquitous Middleware Using Mobility Prediction Based on Neuro-Association Mining for Adaptive Distributed Object System....Pages 63-72
A Growing Algorithm for RBF Neural Network....Pages 73-82
Fault Tolerance Based on Neural Networks for the Intelligent Distributed Framework....Pages 83-92
Learning RNN-Based Gene Regulatory Networks for Robot Control....Pages 93-102
Fault Detection for Networked Control Systems via Minimum Error Entropy Observer....Pages 103-111
Discrete-Time Reduced Order Neural Observers....Pages 113-122
A New Neural Observer for an Anaerobic Wastewater Treatment Process....Pages 123-132
Prediction of Protein Subcellular Multi-localization by Using a Min-Max Modular Support Vector Machine....Pages 133-143
Application of MultiLayer Perceptron Type Neural Network to Camera Calibration....Pages 145-154
Hierarchical Neural Network Model for Water Quality Prediction in Wastewater Treatment Plants....Pages 155-166
Third Generation Neural Networks: Spiking Neural Networks....Pages 167-178
Choquet Fuzzy Integral Applied to Stereovision Matching for Fish-Eye Lenses in Forest Analysis....Pages 179-187
Fuzzy OLAP: A Formal Definition....Pages 189-198
Caller Behaviour Classification: A Comparison of SVM and FIS Techniques....Pages 199-208
A Dual-Model Discrete-Time Jumping Fuzzy System Approach to NCS Design....Pages 209-218
A Continuous-Time Recurrent Neurofuzzy Network for Black-Box Modeling of Insulin Dynamics in Diabetic Type-1 Patients....Pages 219-228
Vague Query Based on Vague Relational Model....Pages 229-238
Identification and Speed Control of a DC Motor Using an Input-Output Recurrent Neurofuzzy Network....Pages 239-248
Hybrid Intelligent Control Scheme for an Anaerobic Wastewater Treatment Process....Pages 249-258
Workability of a Genetic Algorithm Driven Sequential Search for Eigenvalues and Eigenvectors of a Hamiltonian with or without Basis Optimization....Pages 259-268
An Improved Quantum Evolutionary Algorithm Based on Artificial Bee Colony Optimization....Pages 269-278
Rough Approximation Operators with Hedges....Pages 279-288
An Evolutionary Algorithm with Lower-Dimensional Crossover for Solving Constrained Engineering Optimization Problems....Pages 289-298
Gene Regulatory Network Reconstruction of P38 MAPK Pathway Using Ordinary Differential Equation with Linear Regression Analysis....Pages 299-308
A Novel Multi-threshold Segmentation Approach Based on Artificial Immune System Optimization....Pages 309-317
Research on Improvement Strategies and Parameter Analysis of Ant Colony Algorithm for One-Dimensional Cutting Stock Problem....Pages 319-329
Mixture of Experts with Genetic Algorithms....Pages 331-338
Opposition-Based Particle Swarm Optimization with Velocity Clamping (OVCPSO)....Pages 339-348
Designing a Compact Genetic Algorithm with Minimal FPGA Resources....Pages 349-357
Application of DNA Self-assembly on Maximum Clique Problem....Pages 359-368
Modeling of the Relative Humidity and Control of the Temperature for a Bird Incubator....Pages 369-377
A Novel Automatic Method on Diagnosing Movement Disorders....Pages 379-385
The Fault Diagnosis of Electric Railway Traction Substation with Model-Based Diagnosis of Integration of FDI and DX Approaches....Pages 387-395
A Single-Hop Active Clustering Algorithm for Wireless Sensor Networks....Pages 397-406
A Transelevator Moving Inside of an Automatic Warehouse in Virtual Reality....Pages 407-414
Improved AFT and Background-Mesh Generation for FEM with Applications in Microwave....Pages 415-421
Application of Non-redundant Association Rules in University Library....Pages 423-431
Global Structure Constraint: A Fast Pre-location for Active Appearance Model....Pages 433-441
Bio-inspired Architecture for Visual Recognition of Humans Walking....Pages 443-452
Computational Model for Electric Fault Diagnosis in Induction Motors....Pages 453-462
Closed-Loop Identification of a Nonlinear Servomechanism: Theory and Experiments....Pages 463-471
Dynamic Classifier Selection with Confidence Intervals....Pages 473-482
Optimal Neuron-Controller for Fluid Triple-Tank System via Improved ADDHP Algorithm....Pages 483-492
Method of Learning for Life Pet Artificial....Pages 493-502
An Sliding Mode Control for an Elbow Arm....Pages 503-508
Stabilization on a Physical Pendulum with Moving Mass....Pages 509-518
Restricted Growth String for Video-Type Classification....Pages 519-526
Back Matter....Pages -
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