Screen LibrarySoft computing models in industrial and environmental applications : 7th International Conference, SOCO'12, Ostrava, Czech Republic, September 5th-7th, 2012 /
This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2012, held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012. Soft computing represents a collection or set of computational techniques in machine learning, computer s...
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| Corporate Authors: | ; |
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| Group Author: | ; ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | 2013. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Advances in intelligent systems and computing,
188 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-32922-7 |
| Summary: |
This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2012, held in the beautiful and historic city of Ostrava (Czech Republic), in September 2012. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the SOCO 2012 International Program Committee selected 75 papers which are published in these conference proceedings, and represents an acceptance rate of 38%. In this relevant edition a special emphasis was put on the organization of special sessions. Three special sessions were organized related to relevant topics as: Soft computing models for Control Theory & Applications in Electrical Engineering, Soft computing models for biomedical signals and data processing and Advanced Soft Computing Methods in Computer Vision and Data Processing. The selection of papers was extremely rigorous in order to maintain the high quality of the conference and we would like to thank the members of the Program Committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference and the SOCO conference would not exist without their help. |
| Item Description: |
International conference proceedings. Includes author index. |
| Carrier Form: | 1 online resource. |
| ISBN: |
9783642329227 (electronic bk.) 3642329225 (electronic bk.) |
| Index Number: | QA76 |
| CLC: | TP18-532 |
| Contents: |
A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing / An Ordinal Regression Approach for the Unequal Area Facility Layout Problem / A Soft Computing Approach to Knowledge Flow Synthesis and Optimization / The Combination of Bisection Method and Artificial Bee Colony Algorithm for Solving Hard Fix Point Problems / A System Learning User Preferences for Multiobjective Optimization of Facility Layouts / Implementing Artificial Immune Systems for the Linear Ordering Problem / Genetic Programming of Augmenting Topologies for Hypercube-Based Indirect Encoding of Artificial Neural Networks / Master Slave LMPM Position Control Using Genetic Algorithms / An Approach of Genetic Algorithm to Model Supplier Assessment in Inbound Logistics / Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution / Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets / Modifications of Differential Evolution with Composite Trial Vector Generation Strategies / Multi-Objective Differential Evolution on the GPU with C-CUDA / Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants / Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers / Multiobjective Pareto Ordinal Classification for Predictive Microbiology / Evaluation of Novel Soft Computing Methods for the Prediction of the Dental Milling Time-Error Parameter / Self-organizing Migration Algorithm on GPU with CUDA / Urban Traffic Flow Forecasting Using Neural-Statistic Hybrid Modeling / Gravitational Search Algorithm Design of Posicast PID Control Systems / A Web Platform and a Decision Model for Computer-Interpretable Guidelines / Smart Time Series Prediction / Soft Computing Testing in Real Industrial Platforms for Process Intelligent Control / Human Resource Allocation in Process Simulations Based on Competency Vectors / Soft Computing for the Analysis of People Movement Classification / Intelligent Model to Obtain Current Extinction Angle for a Single Phase Half Wave Controlled Rectifier with Resistive and Inductive Load / A Statistical Classifier for Assessing the Level of Stress from the Analysis of Interaction Patterns in a Touch Screen / Model Driven Classifier Evaluation in Rule-Based System / Local Model of the Air Quality on the Basis of Rough Sets Theory / Modeling Forecast Uncertainty Using Fuzzy Clustering / Proposing a New Method for Non-relative Imbalanced Dataset / Correlation between Speech Quality and Weather / Genetic Algorithms Applied to Reverse Distribution Networks / A Simple Data Compression Algorithm for Wireless Sensor Networks / Metaheuristically Optimized Multicriteria Clustering for Medium-Scale Networks / A Hybrid Soft Computing Approach for Optimizing Design Parameters of Electrical Drives / Improvement of Accuracy in Sound Synthesis Methods by Means of Regularization Strategies / Detecting Defects of Steel Slabs Using Symbolic Regression / An Effective Application of Soft Computing Methods for Hydraulic Process Control / Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection / Wavelet Based Image Denoising Using Ant Colony Optimization Technique for Identifying Ice Classes in SAR Imagery / A New Approach for Indexing Powder Diffraction Data Suitable for GPGPU Execution / A Kernel for Time Series Classification: Application to Atmospheric Pollutants / Viscosity Measurement Monitoring by Means of Functional Approximation and Rule Based Techniques / A Performance Study of Concentrating Photovoltaic Modules Using Neural Networks: An Application with CO2RBFN / Classical Hybrid Approaches on a Transportation Problem with Gas Emissions Constraints / Visualization in Information Retrieval from Hospital Information System / Investigation on Evolutionary Control and Optimization of Chemical Reactor / Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map / Author Profile Identification Using Formal Concept Analysis / Dynamic Tabu Search for Non Stationary Social Network Identification Based on Graph Coloring / Immunity-Based Multi-Agent Coalition Formation for Elimination of Oil Spills / Control Loop Model of Virtual Company in BPM Simulation / Intelligent Agents Design and Traffic Simulations / Soft Computing Techniques Applied to a Case Study of Air Quality in Industrial Areas in the Czech Republic / |