Ebook: Soft Computing in Industrial Applications: Algorithms, Integration, and Success Stories

The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.

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The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.

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The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search....Pages 3-10
Efficient Predictive Control Algorithm Based on Fuzzy Hammerstein Models: A Case Study....Pages 11-20
Selection of Points Inside Cutoff Radius by Scanning All Points Sorted in Memory....Pages 21-29
Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction....Pages 31-39
Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier....Pages 41-50
Front Matter....Pages 51-51
Bare Bones Particle Swarm Applied to Parameter Estimation of Mixed Weibull Distribution....Pages 53-60
Structural Optimization Using Harmony Search Algorithm....Pages 61-69
Nash Dominance with Applications to Equilibrium Problems with Equilibrium Constraints....Pages 71-79
A New Evolutionary Based Approach for Solving the Uncapacitated Multiple Allocation p-Hub Median Problem....Pages 81-88
Front Matter....Pages 89-89
Prediction of the hERG Potassium Channel Inhibition Potential with Use of the Artificial Neural Networks....Pages 91-99
Michigan Style Fuzzy Classification for Gene Expression Analysis....Pages 101-108
Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach....Pages 109-115
Dynamic Time Warping of Segmented Time Series....Pages 117-125
Feature Selection Using Combine of Genetic Algorithm and Ant Colony Optimization....Pages 127-135
Front Matter....Pages 137-137
Fully Automatic Boundary Extraction of Coronary Plaque in IVUS Image by Anisotropic Diffusion and T-S Type Fuzzy Inference....Pages 139-147
Cost Effective 3D Localization for Low-Power WSN Based on Modified Sammon’s Stress Function with Incomplete Distance Information....Pages 149-156
Classification of Pressure Drop Devices of Proto Type Fast Breeder Reactor through Seven Layered Feed Forward Neural Network....Pages 157-164
Music Visualization by Means of Comb Filter and Relaxation Time According to Human Perception....Pages 165-173
GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Features....Pages 175-184
Front Matter....Pages 185-185
Prostate Boundary Detection in Ultrasound Images Based on Type-II Fuzzy Sets and Modified Fuzzy C-Means....Pages 187-195
Front Matter....Pages 185-185
Distributed Multimedia Computing Using Intelligent Agents....Pages 197-204
Object Recognition Using Simulated Evolution on Fourier Descriptors....Pages 205-213
Front Matter....Pages 215-215
Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA....Pages 217-228
An Application of Fuzzy Lyapunov Synthesis in the Design of Type-2 Fuzzy Logic Controllers....Pages 229-236
Access Control and Resource Allocation for Peer-to-Peer Video Streaming Based on Fuzzy Logic....Pages 237-244
Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plants....Pages 245-252
Front Matter....Pages 253-253
An Adaptive Neuro-Fuzzy Inference System for Simulation of Pedestrians Behaviour at Unsignalized Roadway Crossings....Pages 255-262
A Cellular Genetic Algorithm for Solving the Vehicle Routing Problem with Time Windows....Pages 263-270
Fuzzy C-Means Based Stop Line and Crosswalk Placement at Right Turn Vehicle Exclusive Lane....Pages 271-279
Front Matter....Pages 281-281
New Trends of Soft Computing Methods for Industrial and Biological Processes....Pages 283-291
Evolutionary Multi-objective Optimisation of Business Processes....Pages 293-301
Computational Intelligence in Speech and Audio Processing: Recent Advances....Pages 303-311
Back Matter....Pages -

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The 14th onlineWorld Conference on Soft Computing in Industrial Applications provides a unique opportunity for soft computing researchers and practitioners to publish high quality papers and discuss research issues in detail without incurring a huge cost. The conference has established itself as a truly global event on the Internet. The quality of the conference has improved over the years. The WSC14 conference has covered new trends in soft computing to state of the art applications. The conference has also added new features such as community tools, syndication, and multimedia online presentations.
Content:
Front Matter....Pages -
Front Matter....Pages 1-1
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search....Pages 3-10
Efficient Predictive Control Algorithm Based on Fuzzy Hammerstein Models: A Case Study....Pages 11-20
Selection of Points Inside Cutoff Radius by Scanning All Points Sorted in Memory....Pages 21-29
Supervised Fuzzy Clustering Based Initialization of Fuzzy Partitions for Decision Tree Induction....Pages 31-39
Fault Detection of the Tennessee Eastman Process Using Improved PCA and Neural Classifier....Pages 41-50
Front Matter....Pages 51-51
Bare Bones Particle Swarm Applied to Parameter Estimation of Mixed Weibull Distribution....Pages 53-60
Structural Optimization Using Harmony Search Algorithm....Pages 61-69
Nash Dominance with Applications to Equilibrium Problems with Equilibrium Constraints....Pages 71-79
A New Evolutionary Based Approach for Solving the Uncapacitated Multiple Allocation p-Hub Median Problem....Pages 81-88
Front Matter....Pages 89-89
Prediction of the hERG Potassium Channel Inhibition Potential with Use of the Artificial Neural Networks....Pages 91-99
Michigan Style Fuzzy Classification for Gene Expression Analysis....Pages 101-108
Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach....Pages 109-115
Dynamic Time Warping of Segmented Time Series....Pages 117-125
Feature Selection Using Combine of Genetic Algorithm and Ant Colony Optimization....Pages 127-135
Front Matter....Pages 137-137
Fully Automatic Boundary Extraction of Coronary Plaque in IVUS Image by Anisotropic Diffusion and T-S Type Fuzzy Inference....Pages 139-147
Cost Effective 3D Localization for Low-Power WSN Based on Modified Sammon’s Stress Function with Incomplete Distance Information....Pages 149-156
Classification of Pressure Drop Devices of Proto Type Fast Breeder Reactor through Seven Layered Feed Forward Neural Network....Pages 157-164
Music Visualization by Means of Comb Filter and Relaxation Time According to Human Perception....Pages 165-173
GA/SVM for Diagnosis Sleep Stages Using Non-linear and Spectral Features....Pages 175-184
Front Matter....Pages 185-185
Prostate Boundary Detection in Ultrasound Images Based on Type-II Fuzzy Sets and Modified Fuzzy C-Means....Pages 187-195
Front Matter....Pages 185-185
Distributed Multimedia Computing Using Intelligent Agents....Pages 197-204
Object Recognition Using Simulated Evolution on Fourier Descriptors....Pages 205-213
Front Matter....Pages 215-215
Embedding a KM Type Reducer for High Speed Fuzzy Controller into an FPGA....Pages 217-228
An Application of Fuzzy Lyapunov Synthesis in the Design of Type-2 Fuzzy Logic Controllers....Pages 229-236
Access Control and Resource Allocation for Peer-to-Peer Video Streaming Based on Fuzzy Logic....Pages 237-244
Bio-inspired Optimization Methods of Fuzzy Logic Controllers Applied to Linear Plants....Pages 245-252
Front Matter....Pages 253-253
An Adaptive Neuro-Fuzzy Inference System for Simulation of Pedestrians Behaviour at Unsignalized Roadway Crossings....Pages 255-262
A Cellular Genetic Algorithm for Solving the Vehicle Routing Problem with Time Windows....Pages 263-270
Fuzzy C-Means Based Stop Line and Crosswalk Placement at Right Turn Vehicle Exclusive Lane....Pages 271-279
Front Matter....Pages 281-281
New Trends of Soft Computing Methods for Industrial and Biological Processes....Pages 283-291
Evolutionary Multi-objective Optimisation of Business Processes....Pages 293-301
Computational Intelligence in Speech and Audio Processing: Recent Advances....Pages 303-311
Back Matter....Pages -
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