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Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling : Selected, Peer Reviewed Papers from the 11th World Congress on Computational Mechanics (WCCMXI), July 20-25, 2014, Barcelona, Spain /

The minisymposium ""Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling"" provided an opportunity to exchange ideas and experiences at the crossroads of three disciplines : materials science, image analysis and statistical data analysis, where new resear...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: World Congress on Computational Mechanics Barcelona, Spain
Otros Autores: Szczotok, Agnieszka (Editor ), Pietraszek, Jacek (Editor ), Radek, Norbert (Editor )
Formato: Electrónico Congresos, conferencias eBook
Idioma:Inglés
Publicado: Zurich : Trans Tech Publishers, ©2015.
Colección:Diffusion and defect data. Solid state phenomena ; v. 235.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling :  |b Selected, Peer Reviewed Papers from the 11th World Congress on Computational Mechanics (WCCMXI), July 20-25, 2014, Barcelona, Spain /  |c edited by Agnieszka Szczotok, Jacek Pietraszek and Norbert Radek. 
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490 1 |a Solid State Phenomena ;  |v v. 235 
504 |a Includes bibliographical references. 
505 0 |a Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling; Preface and Conference Organizers; Table of Contents; The Uncertainty and Robustness of the Principal Component Analysis as a Tool for the Dimensionality Reduction; The Principal Component Analysis of Tribological Tests of Surface Layers Modified with IF-WS2 Nanoparticles; The Empirical Assessment of the Convergence Rate for the Bootstrap Estimation in Design of Experiment Approach; The Bootstrap Analysis of One-Way ANOVA Stability in the Case of the Ceramic Shell Mould of Airfoil Blade Casting. 
505 8 |a An Iterative Shooting Method for the Solution of Higher Order Boundary Value Problems with Additional Boundary Conditions; The Parametric RSM Model with Higher Order Terms for the Meat Tumbler Machine Process; The Impact of Detection Methods on the Results of Quantitative Analysis of the Surface Layer WC-CoAl2O3; Ionic Polymer-Metal Composite Actuators: Investigation of Parametric Model Based on Electrical Values; Keywords Index; Authors Index. 
520 |a The minisymposium ""Parametric and Non-Parametric Methods of Data Analysis at Multiscale Modeling"" provided an opportunity to exchange ideas and experiences at the crossroads of three disciplines : materials science, image analysis and statistical data analysis, where new research possibilities have appeared with the rapid development of computer hardware: an increase in the processing speed and the size of the memory available - there has been a rapid development of data analysis methods that were previously not possible to use in practice due to the required computing power. 
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700 1 |a Szczotok, Agnieszka,  |e editor. 
700 1 |a Pietraszek, Jacek,  |e editor. 
700 1 |a Radek, Norbert,  |e editor. 
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830 0 |a Diffusion and defect data.  |n Pt. B,  |p Solid state phenomena ;  |v v. 235. 
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