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Titre : Data mining with rattle and R : the art of excavating data for knowledge discovery Type de document : texte imprimé Auteurs : Grahams Williams Editeur : New York : Springer Année de publication : 2011. Collection : Use R! Importance : 374 p. Présentation : ill. Format : 24 cm. ISBN/ISSN/EAN : 978-1-4419-9889-7 Note générale : Bibliogr. pp.357-364, index pp.365-374 Langues : Anglais (eng) Tags : exploration de données applications R logiciels Rattle statistiques construction de modLles Index. décimale : 622 Techniques minières et activités connexes Résumé : Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms.
Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing.
The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.Data mining with rattle and R : the art of excavating data for knowledge discovery [texte imprimé] / Grahams Williams . - New York : Springer, 2011. . - 374 p. : ill. ; 24 cm.. - (Use R!) .
ISBN : 978-1-4419-9889-7
Bibliogr. pp.357-364, index pp.365-374
Langues : Anglais (eng)
Tags : exploration de données applications R logiciels Rattle statistiques construction de modLles Index. décimale : 622 Techniques minières et activités connexes Résumé : Data mining is the art and science of intelligent data analysis. By building knowledge from information, data mining adds considerable value to the ever increasing stores of electronic data that abound today. In performing data mining many decisions need to be made regarding the choice of methodology, the choice of data, the choice of tools, and the choice of algorithms.
Throughout this book the reader is introduced to the basic concepts and some of the more popular algorithms of data mining. With a focus on the hands-on end-to-end process for data mining, Williams guides the reader through various capabilities of the easy to use, free, and open source Rattle Data Mining Software built on the sophisticated R Statistical Software. The focus on doing data mining rather than just reading about data mining is refreshing.
The book covers data understanding, data preparation, data refinement, model building, model evaluation, and practical deployment. The reader will learn to rapidly deliver a data mining project using software easily installed for free from the Internet. Coupling Rattle with R delivers a very sophisticated data mining environment with all the power, and more, of the many commercial offerings.Réservation
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Code-barres Cote Support Localisation Section Disponibilité C1-00491/12 622 GRA C1 Livre 2ème Cycle.(Salle 3ème Étage) Techniques Minières et activités connexes Exclu du prêt C2-00490/12 622 GRA C2 Livre 2ème Cycle.(Salle 3ème Étage) Techniques Minières et activités connexes Disponible
Titre : Electron backscatter diffraction in materials science. Type de document : texte imprimé Auteurs : Adam J Schwartz Mention d'édition : 2nd ed Editeur : New York : Springer Année de publication : 2009 Importance : 403 p. Format : 27cm ISBN/ISSN/EAN : 978-0-387-88136-2 Langues : Anglais (eng) Tags : scanning electron microscopy Materials -- Microscopy Electrons -Backscattering Electrons -- Diffraction Index. décimale : 620.11 Matériaux de l'ingénieur Résumé : Electron backscatter diffraction is a very powerful and relatively new materials characterization technique aimed at the determination of crystallographic texture, grain boundary character distributions, lattice strain, phase identification, and much more. The purpose of this book is to provide the fundamental basis for electron backscatter diffraction in materials science, the current state of both hardware and software, and illustrative examples of the applications of electron backscatter diffraction to a wide-range of materials including undeformed and deformed metals and alloys, ceramics, and superconductors.
The text has been substantially revised from the first edition, and the authors have kept the format as close as possible to the first edition text. The new developments covered in this book include a more comphrensive coverage of the fundamentals not covered in the first edition or other books in the field, the advances in hardware and software since the first edition was published, and current examples of application of electron backscatter diffraction to solve challenging problems in materials science and condensed-matter physics.Electron backscatter diffraction in materials science. [texte imprimé] / Adam J Schwartz . - 2nd ed . - New York : Springer, 2009 . - 403 p. ; 27cm.
ISBN : 978-0-387-88136-2
Langues : Anglais (eng)
Tags : scanning electron microscopy Materials -- Microscopy Electrons -Backscattering Electrons -- Diffraction Index. décimale : 620.11 Matériaux de l'ingénieur Résumé : Electron backscatter diffraction is a very powerful and relatively new materials characterization technique aimed at the determination of crystallographic texture, grain boundary character distributions, lattice strain, phase identification, and much more. The purpose of this book is to provide the fundamental basis for electron backscatter diffraction in materials science, the current state of both hardware and software, and illustrative examples of the applications of electron backscatter diffraction to a wide-range of materials including undeformed and deformed metals and alloys, ceramics, and superconductors.
The text has been substantially revised from the first edition, and the authors have kept the format as close as possible to the first edition text. The new developments covered in this book include a more comphrensive coverage of the fundamentals not covered in the first edition or other books in the field, the advances in hardware and software since the first edition was published, and current examples of application of electron backscatter diffraction to solve challenging problems in materials science and condensed-matter physics.Réservation
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Code-barres Cote Support Localisation Section Disponibilité C1-06863/18 620.11 SCH C1 Livre 2ème Cycle.(Salle 3ème Étage) Ingénierie et activités connexes Exclu du prêt C2-06864/18 620.11 SCH C2 Livre 2ème Cycle.(Salle 3ème Étage) Ingénierie et activités connexes Disponible
Titre : Experimental Rock Deformation - The Brittle Field : second, completly revised and updating edition Type de document : texte imprimé Auteurs : Mervyn S. Paterson ; Teng-fong Wong Mention d'édition : Second edition Editeur : New York : Springer Année de publication : 2010 Importance : 347 p. Présentation : graph., couv. ill. en coul. Format : 24 cm. ISBN/ISSN/EAN : 978-3-642-06314-5 Note générale : Bibliogr. p.267-333, index p.335-347 Langues : Anglais (eng) Tags : Roches: Déformations Index. décimale : 551 Géologie, hydrologie, & météorolgie Résumé : The primary aim of this monograph is to present the current knowledge of brittle properties of rocks as determined in laboratory experiments. The principal aspects of brittle behavior are described with special attention to the fundamental physical aspects. Thus, the book provides a useful introduction to the basics of rock properties for engineering and earth science applications. Furthermore, it serves as a guide for graduate students and non specialists by presenting the relevant background material and where it can be found. For the new edition a further chapter has been added, and almost half of the chapters have been extensively revised and the others updated.
Experimental Rock Deformation - The Brittle Field : second, completly revised and updating edition [texte imprimé] / Mervyn S. Paterson ; Teng-fong Wong . - Second edition . - New York : Springer, 2010 . - 347 p. : graph., couv. ill. en coul. ; 24 cm.
ISBN : 978-3-642-06314-5
Bibliogr. p.267-333, index p.335-347
Langues : Anglais (eng)
Tags : Roches: Déformations Index. décimale : 551 Géologie, hydrologie, & météorolgie Résumé : The primary aim of this monograph is to present the current knowledge of brittle properties of rocks as determined in laboratory experiments. The principal aspects of brittle behavior are described with special attention to the fundamental physical aspects. Thus, the book provides a useful introduction to the basics of rock properties for engineering and earth science applications. Furthermore, it serves as a guide for graduate students and non specialists by presenting the relevant background material and where it can be found. For the new edition a further chapter has been added, and almost half of the chapters have been extensively revised and the others updated.
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Code-barres Cote Support Localisation Section Disponibilité C1-00528/12 551 PAT C1 Livre 2ème Cycle.(Salle 3ème Étage) Sciences de la Terre Exclu du prêt
Titre : Monte carlo simulatin in statistical phusics : an introduction Type de document : texte imprimé Auteurs : Kurt Binder, Auteur ; Dieter W. Heermann, Auteur Mention d'édition : fifth editon Editeur : New York : Springer Année de publication : 2010 Collection : Graduate Texts in Physics, ISSN 18684513 Importance : 200 p. Format : 24 cm. ISBN/ISSN/EAN : 978-3-642-03162-5 Note générale : Index Langues : Anglais (eng) Tags : Monte-Carlo, Méthode de Physique statistique Index. décimale : 530.13 Mécanique statistique Résumé : Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distributions are calculated, allowing the estimation of the thermodynamic properties of various systems. This book describes the theoretical background to several variants of these Monte Carlo methodsand gives a systematic presentation from which newcomers can learn to perform such simulations and to analyze their results. The fifth edition covers Classical as well as Quantum Monte Carlo methods. Furthermore a new chapter on the sampling of free energy landscapes has been added. To help students in their work a special web server has been installed to host programs and discussion groups (http://wwwcp.tphys.uni-heidelberg.de). Prof. Binder was the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. Monte carlo simulatin in statistical phusics : an introduction [texte imprimé] / Kurt Binder, Auteur ; Dieter W. Heermann, Auteur . - fifth editon . - New York : Springer, 2010 . - 200 p. ; 24 cm.. - (Graduate Texts in Physics, ISSN 18684513) .
ISBN : 978-3-642-03162-5
Index
Langues : Anglais (eng)
Tags : Monte-Carlo, Méthode de Physique statistique Index. décimale : 530.13 Mécanique statistique Résumé : Monte Carlo Simulation in Statistical Physics deals with the computer simulation of many-body systems in condensed-matter physics and related fields of physics, chemistry and beyond, to traffic flows, stock market fluctuations, etc.). Using random numbers generated by a computer, probability distributions are calculated, allowing the estimation of the thermodynamic properties of various systems. This book describes the theoretical background to several variants of these Monte Carlo methodsand gives a systematic presentation from which newcomers can learn to perform such simulations and to analyze their results. The fifth edition covers Classical as well as Quantum Monte Carlo methods. Furthermore a new chapter on the sampling of free energy landscapes has been added. To help students in their work a special web server has been installed to host programs and discussion groups (http://wwwcp.tphys.uni-heidelberg.de). Prof. Binder was the winner of the Berni J. Alder CECAM Award for Computational Physics 2001 as well as the Boltzmann Medal in 2007. Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité C1-00440/11 530.13 BIN C1 Livre 1er Cycle.(Salle 2ème Étage) Physique Exclu du prêt
Titre : Numerical modeling in materials science and engineering Type de document : texte imprimé Auteurs : Michel Rappaz ; Michel Deville ; Michel Bellet Editeur : New York : Springer Année de publication : 1998 Importance : 540 p. Présentation : ill. Format : 24 cm ISBN/ISSN/EAN : 978-3-642-11820-3 Note générale : Trad. de : "Modélisation numérique en science et génie des matériaux". - "Originally published in french in 1998". Index Langues : Anglais (eng) Tags : Science des matériaux -- ModLles mathématiques Matériaux -- Comportement -- ModLles mathématiques Ingénierie -- ModLles mathématiques Matériaux -- ModLles mathématiques Science des matériaux -- Informatique Index. décimale : 519.7 Mathématiques (programmation) Résumé : Computing application to materials science is one of the fastest-growing research areas. This book introduces the concepts and methodologies related to the modeling of the complex phenomena occurring in materials processing. It is intended for undergraduate and graduate students in materials science and engineering, mechanical engineering and physics, and for engineering professionals or researchers. Numerical modeling in materials science and engineering [texte imprimé] / Michel Rappaz ; Michel Deville ; Michel Bellet . - New York : Springer, 1998 . - 540 p. : ill. ; 24 cm.
ISBN : 978-3-642-11820-3
Trad. de : "Modélisation numérique en science et génie des matériaux". - "Originally published in french in 1998". Index
Langues : Anglais (eng)
Tags : Science des matériaux -- ModLles mathématiques Matériaux -- Comportement -- ModLles mathématiques Ingénierie -- ModLles mathématiques Matériaux -- ModLles mathématiques Science des matériaux -- Informatique Index. décimale : 519.7 Mathématiques (programmation) Résumé : Computing application to materials science is one of the fastest-growing research areas. This book introduces the concepts and methodologies related to the modeling of the complex phenomena occurring in materials processing. It is intended for undergraduate and graduate students in materials science and engineering, mechanical engineering and physics, and for engineering professionals or researchers. Exemplaires (1)
Code-barres Cote Support Localisation Section Disponibilité C1-00082/11 519.7 RAP C1 Livre Magasin Mathématiques Exclu du prêt Numerical simulation in tunnelling
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