Soft computing models in industrial and environmental applications [electronic resource] : 7th International Conference, SOCO'12, Ostrava, Czech Republic, September 5th-7th, 2012 / Václav Snášel, Ajith Abraham, and Emilio S. Corchado (eds.)
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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| Other title: | SOCO'12. |
| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
©2013.
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| Series: | Advances in intelligent systems and computing ;
188. |
| Subjects: |
MARC
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| 490 | 1 | |a Advances in intelligent systems and computing, |x 2194-5357 ; |v 188. | |
| 505 | 0 | 0 | |t A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing / |r Srinjoy Ganguly, Arkabandhu Chowdhury, Swahum Mukherjee, P.N. Suganthan and Swagatam Das, et al. -- |t An Ordinal Regression Approach for the Unequal Area Facility Layout Problem / |r M. Pérez-Ortiz, L. García-Hernández, L. Salas-Morera, A. Arauzo-Azofra and C. Hervás-Martínez -- |t A Soft Computing Approach to Knowledge Flow Synthesis and Optimization / |r Tomas Rehorek and Pavel Kordik -- |t The Combination of Bisection Method and Artificial Bee Colony Algorithm for Solving Hard Fix Point Problems / |r P. Mansouri, B. Asady and N. Gupta -- |t A System Learning User Preferences for Multiobjective Optimization of Facility Layouts / |r M. Pérez-Ortiz, A. Arauzo-Azofra, C. Hervás-Martínez, L. García-Hernández and L. Salas-Morera -- |t Implementing Artificial Immune Systems for the Linear Ordering Problem / |r Pavel Krömer, Jan Platoš and Václav Snášel. |
| 505 | 8 | 0 | |t Genetic Programming of Augmenting Topologies for Hypercube-Based Indirect Encoding of Artificial Neural Networks / |r Jan Drchal and Miroslav Šnorek -- |t Master Slave LMPM Position Control Using Genetic Algorithms / |r Tatiana Radičová and Milan Žalman -- |t An Approach of Genetic Algorithm to Model Supplier Assessment in Inbound Logistics / |r Dragan Simić, Vasa Svirčević and Svetlana Simić -- |t Optimization of the Batch Reactor by Means of Chaos Driven Differential Evolution / |r Roman Senkerik, Donald Davendra, Ivan Zelinka, Zuzana Oplatkova and Michal Pluhacek -- |t Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets / |r David Koloseni, Jouni Lampinen and Pasi Luukka -- |t Modifications of Differential Evolution with Composite Trial Vector Generation Strategies / |r Josef Tvrdík -- |t Multi-Objective Differential Evolution on the GPU with C-CUDA / |r Fernando Bernardes de Oliveira, Donald Davendra and Frederico Gadelha Guimarães. |
| 505 | 8 | 0 | |t Competitive Differential Evolution Algorithm in Comparison with Other Adaptive Variants / |r Radka Poláková and Josef Tvrdík -- |t Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers / |r A.R.R. Freitas, R.C. Pedrosa Silva and F.G. Guimarães -- |t Multiobjective Pareto Ordinal Classification for Predictive Microbiology / |r M. Cruz-Ramírez, J.C. Fernández, A. Valero, P.A. Gutiérrez and C. Hervás-Martínez -- |t Evaluation of Novel Soft Computing Methods for the Prediction of the Dental Milling Time-Error Parameter / |r Pavel Krömer, Tomáš Novosád, Václav Snášel, Vicente Vera and Beatriz Hernando, et al. -- |t Self-organizing Migration Algorithm on GPU with CUDA / |r Michal Pavlech -- |t Urban Traffic Flow Forecasting Using Neural-Statistic Hybrid Modeling / |r M. Annunziato, F. Moretti and S. Pizzuti -- |t Gravitational Search Algorithm Design of Posicast PID Control Systems / |r P.B. de Moura Oliveira, E.J. Solteiro Pires and Paulo Novais. |
| 505 | 8 | 0 | |t A Web Platform and a Decision Model for Computer-Interpretable Guidelines / |r Tiago Oliveira, Paulo Novais and José Neves -- |t Smart Time Series Prediction / |r Eva Volna, Michal Janosek, Vaclav Kocian and Martin Kotyrba -- |t Soft Computing Testing in Real Industrial Platforms for Process Intelligent Control / |r E. Larzabal, J.A. Cubillos, M. Larrea, E. Irigoyen and J.J. Valera -- |t Human Resource Allocation in Process Simulations Based on Competency Vectors / |r Štěpán Kuchař and Jan Martinovič -- |t Soft Computing for the Analysis of People Movement Classification / |r Javier Sedano, Silvia González, Bruno Baruque, Álvaro Herrero and Emilio Corchado -- |t Intelligent Model to Obtain Current Extinction Angle for a Single Phase Half Wave Controlled Rectifier with Resistive and Inductive Load / |r José Luis Calvo-Rolle, Héctor Quintián, Emilio Corchado and Ramón Ferreiro-García -- |t A Statistical Classifier for Assessing the Level of Stress from the Analysis of Interaction Patterns in a Touch Screen / |r Davide Carneiro, Paulo Novais, Marco Gomes, Paulo Moura Oliveira and José Neves. |
| 505 | 8 | 0 | |t Model Driven Classifier Evaluation in Rule-Based System / |r Ladislav Clementis -- |t Local Model of the Air Quality on the Basis of Rough Sets Theory / |r Filip Mezera and Jiří Křupka -- |t Modeling Forecast Uncertainty Using Fuzzy Clustering / |r Ashkan Zarnani and Petr Musilek -- |t Proposing a New Method for Non-relative Imbalanced Dataset / |r Hamid Parvin, Sara Ansari and Sajad Parvin -- |t Correlation between Speech Quality and Weather / |r Petr Blaha, Jan Rozhon, Miroslav Voznak and Jan Skapa -- |t Genetic Algorithms Applied to Reverse Distribution Networks / |r A.R.R. Freitas, V.M.R. Silva, F.G. Guimarães and F. Campelo -- |t A Simple Data Compression Algorithm for Wireless Sensor Networks / |r Jonathan Gana Kolo, Li-Minn Ang, S. Anandan Shanmugam, David Wee Gin Lim and Kah Phooi Seng -- |t Metaheuristically Optimized Multicriteria Clustering for Medium-Scale Networks / |r David Chalupa and Jiří Pospíchal. |
| 505 | 8 | 0 | |t A Hybrid Soft Computing Approach for Optimizing Design Parameters of Electrical Drives / |r Alexandru-Ciprian Zăvoianu, Gerd Bramerdorfer, Edwin Lughofer, Siegfried Silber and Wolfgang Amrhein, et al. -- |t Improvement of Accuracy in Sound Synthesis Methods by Means of Regularization Strategies / |r M.D. Redel-Macías and A.J. Cubero-Atienza -- |t Detecting Defects of Steel Slabs Using Symbolic Regression / |r Petr Gajdoš and Jan Platoš -- |t An Effective Application of Soft Computing Methods for Hydraulic Process Control / |r Ladislav Körösi and Štefan Kozák -- |t Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection / |r Martin Macaš, Václav Gerla and Lenka Lhotská -- |t Wavelet Based Image Denoising Using Ant Colony Optimization Technique for Identifying Ice Classes in SAR Imagery / |r Parthasarathy Subashini, Marimuthu Krishnaveni, Bernadetta Kwintiana Ane and Dieter Roller -- |t A New Approach for Indexing Powder Diffraction Data Suitable for GPGPU Execution / |r I. Šimeček. |
| 505 | 8 | 0 | |t A Kernel for Time Series Classification: Application to Atmospheric Pollutants / |r Marta Arias, Alicia Troncoso and José C. Riquelme -- |t Viscosity Measurement Monitoring by Means of Functional Approximation and Rule Based Techniques / |r Ramón Ferreiro-García, José Luis Calvo-Rolle, F. Javier Pérez Castelo and Manuel Romero Gómez -- |t A Performance Study of Concentrating Photovoltaic Modules Using Neural Networks: An Application with CO2RBFN / |r Antonio J. Rivera, B. García-Domingo, M.J. del Jesus and J. Aguilera -- |t Classical Hybrid Approaches on a Transportation Problem with Gas Emissions Constraints / |r Camelia-M. Pintea, Petrica C. Pop and Mara Hajdu-Macelaru -- |t Visualization in Information Retrieval from Hospital Information System / |r Miroslav Bursa, Lenka Lhotska, Vaclav Chudacek, Jiri Spilka and Petr Janku, et al. -- |t Investigation on Evolutionary Control and Optimization of Chemical Reactor / |r Ivan Zelinka and Lenka Skanderova. |
| 505 | 8 | 0 | |t Designing PID Controller for DC Motor by Means of Enhanced PSO Algorithm with Dissipative Chaotic Map / |r Michal Pluhacek, Roman Senkerik, Donald Davendra and Ivan Zelinka -- |t Author Profile Identification Using Formal Concept Analysis / |r Martin Radvanský, Zdeněk Horák, Miloš Kudělka and Václav Snášel -- |t Dynamic Tabu Search for Non Stationary Social Network Identification Based on Graph Coloring / |r Israel Rebollo Ruiz and Manuel Graña Romay -- |t Immunity-Based Multi-Agent Coalition Formation for Elimination of Oil Spills / |r Martina Husáková -- |t Control Loop Model of Virtual Company in BPM Simulation / |r Roman Šperka, Marek Spišák, Kateřina Slaninová, Jan Martinovič and Pavla Dráždilová -- |t Intelligent Agents Design and Traffic Simulations / |r Michal Radecký and Petr Gajdoš -- |t Soft Computing Techniques Applied to a Case Study of Air Quality in Industrial Areas in the Czech Republic / |r Ángel Arroyo, Emilio Corchado, Verónica Tricio, Laura García-Hernández and Václav Snášel. |
| 504 | |a Includes bibliographical references and author index. | ||
| 520 | |a 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. | ||
| 546 | |a English. | ||
| 650 | 0 | |a Soft computing |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008111997. | |
| 650 | 7 | |a Soft computing. |2 fast |0 (OCoLC)fst01124115. | |
| 655 | 7 | |a Conference papers and proceedings. |2 fast |0 (OCoLC)fst01423772. | |
| 700 | 1 | |a Snášel, Václav, |d 1957- |0 http://id.loc.gov/authorities/names/no2008121009 |1 http://isni.org/isni/0000000122819840. | |
| 700 | 1 | |a Abraham, Ajith, |d 1968- |0 http://id.loc.gov/authorities/names/n2002158811 |1 http://isni.org/isni/0000000121040579. | |
| 700 | 1 | |a Corchado, Emilio. |0 http://id.loc.gov/authorities/names/no2006108959 |1 http://isni.org/isni/0000000121206364. | |
| 776 | 0 | 8 | |i Print version: |a SOCO (Conference) (7th : 2012 : Ostrava, Czech Republic). |t Soft computing models in industrial and environmental applications. |d Berlin ; New York : Springer, ©2013 |w (DLC) 2012945408. |
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