Información del autor
Autor Wolfgang A. Gaul |
Documentos disponibles escritos por este autor (5)
Refinar búsquedaChallenges at the Interface of Data Analysis, Computer Science, and Optimization / SpringerLink (Online service) ; Wolfgang A. Gaul ; Andreas Geyer-Schulz ; Schmidt-Thieme, Lars ; Jonas Kunze (2012)
Título : Challenges at the Interface of Data Analysis, Computer Science, and Optimization : Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010 Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Wolfgang A. Gaul ; Andreas Geyer-Schulz ; Schmidt-Thieme, Lars ; Jonas Kunze Editorial: Berlin, Heidelberg : Springer Berlin Heidelberg Fecha de publicación: 2012 Otro editor: Imprint: Springer Colección: Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814 Número de páginas: XIV, 598 p. 163 illus Il.: online resource ISBN/ISSN/DL: 978-3-642-24466-7 Idioma : Inglés (eng) Palabras clave: Statistics Operations research Decision making Data structures (Computer science) mining Management science and Computing/Statistics Programs Structures Research, Science Operation Research/Decision Theory Mining Knowledge Discovery Clasificación: 51 Matemáticas Resumen: This volume provides approaches and solutions to challenging problems occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find an adequate analysis and interpretation of the observed data that match optimally the underlying practical situations. Beside traditional classification research, the book focuses also on current interests in fields such as the analysis of network data, graphs, and social relationships as well as on statistical musicology Nota de contenido: Classification, Cluster Analysis, and Multidimensional Scaling -- Quantification Theory -- Analysis of m-Mode n-Way and Asymmetric Data -- Analysis of Visual, Spatial, and Temporal Data -- Network Data, Graphs, and Social Relationships -- Text Mining -- Dimension Reduction -- Statistical Musicology -- Data Analysis in Banking and Finance -- Data Analysis in Health and Environment -- Analysis of Marketing, Conjoint, and Multigroup Data -- Data Analysis in Education and Psychology -- Analysis of Tourism Data En línea: http://dx.doi.org/10.1007/978-3-642-24466-7 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=32943 Challenges at the Interface of Data Analysis, Computer Science, and Optimization : Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010 [documento electrónico] / SpringerLink (Online service) ; Wolfgang A. Gaul ; Andreas Geyer-Schulz ; Schmidt-Thieme, Lars ; Jonas Kunze . - Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012 . - XIV, 598 p. 163 illus : online resource. - (Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814) .
ISBN : 978-3-642-24466-7
Idioma : Inglés (eng)
Palabras clave: Statistics Operations research Decision making Data structures (Computer science) mining Management science and Computing/Statistics Programs Structures Research, Science Operation Research/Decision Theory Mining Knowledge Discovery Clasificación: 51 Matemáticas Resumen: This volume provides approaches and solutions to challenging problems occurring at the interface of research fields such as data analysis, computer science, operations research, and statistics. It includes theoretically oriented contributions as well as papers from various application areas, where knowledge from different research directions is needed to find an adequate analysis and interpretation of the observed data that match optimally the underlying practical situations. Beside traditional classification research, the book focuses also on current interests in fields such as the analysis of network data, graphs, and social relationships as well as on statistical musicology Nota de contenido: Classification, Cluster Analysis, and Multidimensional Scaling -- Quantification Theory -- Analysis of m-Mode n-Way and Asymmetric Data -- Analysis of Visual, Spatial, and Temporal Data -- Network Data, Graphs, and Social Relationships -- Text Mining -- Dimension Reduction -- Statistical Musicology -- Data Analysis in Banking and Finance -- Data Analysis in Health and Environment -- Analysis of Marketing, Conjoint, and Multigroup Data -- Data Analysis in Education and Psychology -- Analysis of Tourism Data En línea: http://dx.doi.org/10.1007/978-3-642-24466-7 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=32943 Ejemplares
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Título : Classification — the Ubiquitous Challenge : Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V. University of Dortmund, March 9–11, 2004 Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Claus Weihs ; Wolfgang A. Gaul Editorial: Berlin, Heidelberg : Springer Berlin Heidelberg Fecha de publicación: 2005 Colección: Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814 Número de páginas: XX, 704 p. 181 illus Il.: online resource ISBN/ISSN/DL: 978-3-540-28084-2 Idioma : Inglés (eng) Palabras clave: Computer science Information technology Business Data processing structures (Computer science) Pattern recognition Bioinformatics Computational biology Statistics Science Structures, Cryptology and Theory Statistical Methods for Business/Economics/Mathematical Finance/Insurance IT in Recognition Appl. Life Sciences Clasificación: 51 Matemáticas Nota de contenido: (Semi-) Plenary Presentations -- Classification and Data Analysis: Classification; Data Analysis -- Applications -- Archaeology; Astronomy; Bio-Sciences; Electronic Data and Web; Finance and Insurance; Library Science and Linguistics; Macro-Economics; Marketing; Music Science; Quality Assurance -- Contest: Social Milieus in Dortmund En línea: http://dx.doi.org/10.1007/3-540-28084-7 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35294 Classification — the Ubiquitous Challenge : Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V. University of Dortmund, March 9–11, 2004 [documento electrónico] / SpringerLink (Online service) ; Claus Weihs ; Wolfgang A. Gaul . - Berlin, Heidelberg : Springer Berlin Heidelberg, 2005 . - XX, 704 p. 181 illus : online resource. - (Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814) .
ISBN : 978-3-540-28084-2
Idioma : Inglés (eng)
Palabras clave: Computer science Information technology Business Data processing structures (Computer science) Pattern recognition Bioinformatics Computational biology Statistics Science Structures, Cryptology and Theory Statistical Methods for Business/Economics/Mathematical Finance/Insurance IT in Recognition Appl. Life Sciences Clasificación: 51 Matemáticas Nota de contenido: (Semi-) Plenary Presentations -- Classification and Data Analysis: Classification; Data Analysis -- Applications -- Archaeology; Astronomy; Bio-Sciences; Electronic Data and Web; Finance and Insurance; Library Science and Linguistics; Macro-Economics; Marketing; Music Science; Quality Assurance -- Contest: Social Milieus in Dortmund En línea: http://dx.doi.org/10.1007/3-540-28084-7 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35294 Ejemplares
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Título : Cooperation in Classification and Data Analysis : Proceedings of Two German-Japanese Workshops Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Wolfgang A. Gaul ; Hans-Hermann Bock ; Tadashi Imaizumi ; Akinori Okada Editorial: Berlin, Heidelberg : Springer Berlin Heidelberg Fecha de publicación: 2009 Colección: Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814 Número de páginas: XII, 208 p. 55 illus., 11 illus. in color Il.: online resource ISBN/ISSN/DL: 978-3-642-00668-5 Idioma : Inglés (eng) Palabras clave: Mathematics Business Management science Data mining Life sciences Computer software Probabilities Statistics Probability Theory and Stochastic Processes Sciences, general Mathematical Software Computing/Statistics Programs Mining Knowledge Discovery Management, Clasificación: 51 Matemáticas Resumen: This volume presents theories, models, algorithms, and applications in clustering, classification, and visualization. It also includes applications of clustering, classification, and visualization in various fields such as marketing, recommendation system, biology, sociology, and social survey. The contributions give insight into new models and concepts and show the variety of research in clustering, classification, and visualization Nota de contenido: Classification and Visualization -- Analyzing Symbolic Data -- Constraining Shape and Size in Clustering -- Dissolution and Isolation Robustness of Fixed Point Clusters -- ADCLUS -- Density-Based Multidimensional Scaling -- Classification of Binary Data Using a Spherical Distribution -- Fuzzy Clustering Based Regression with Attribute Weights -- Polynomial Regression on a Dependent Variable with Immeasurable Observations -- Methods in Fields -- Feedback Options for a Personal News Recommendation Tool -- Classification in Marketing Science -- Deriving a Statistical Model for the Prediction of Spiralling in BTA Deep-Hole-Drilling from a Physical Model -- Analyzing Protein#x2013;Protein Interaction with Variant Analysis -- Estimation for the Parameters in Geostatistics -- Identifying Patients at Risk -- Sequential Multiple Comparison Procedure for Finding a Changing Point in Dose Finding Test -- Semi-supervised Clustering of Yeast Gene Expression Data -- Event Detection in Environmental Scanning -- Applications in Clustering and Visualization -- External Asymmetric Multidimensional Scaling Study of Regional Closeness in Marriage among Japanese Prefectures -- Socioeconomic and Age Differences in Women#x0027;s Cultural Consumption: Multidimensional Preference Analysis -- Analysis of Purchase Intentions at a Department Store by Three-Way Distance Model -- Facet Analysis of the AsiaBarometer Survey En línea: http://dx.doi.org/10.1007/978-3-642-00668-5 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34063 Cooperation in Classification and Data Analysis : Proceedings of Two German-Japanese Workshops [documento electrónico] / SpringerLink (Online service) ; Wolfgang A. Gaul ; Hans-Hermann Bock ; Tadashi Imaizumi ; Akinori Okada . - Berlin, Heidelberg : Springer Berlin Heidelberg, 2009 . - XII, 208 p. 55 illus., 11 illus. in color : online resource. - (Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814) .
ISBN : 978-3-642-00668-5
Idioma : Inglés (eng)
Palabras clave: Mathematics Business Management science Data mining Life sciences Computer software Probabilities Statistics Probability Theory and Stochastic Processes Sciences, general Mathematical Software Computing/Statistics Programs Mining Knowledge Discovery Management, Clasificación: 51 Matemáticas Resumen: This volume presents theories, models, algorithms, and applications in clustering, classification, and visualization. It also includes applications of clustering, classification, and visualization in various fields such as marketing, recommendation system, biology, sociology, and social survey. The contributions give insight into new models and concepts and show the variety of research in clustering, classification, and visualization Nota de contenido: Classification and Visualization -- Analyzing Symbolic Data -- Constraining Shape and Size in Clustering -- Dissolution and Isolation Robustness of Fixed Point Clusters -- ADCLUS -- Density-Based Multidimensional Scaling -- Classification of Binary Data Using a Spherical Distribution -- Fuzzy Clustering Based Regression with Attribute Weights -- Polynomial Regression on a Dependent Variable with Immeasurable Observations -- Methods in Fields -- Feedback Options for a Personal News Recommendation Tool -- Classification in Marketing Science -- Deriving a Statistical Model for the Prediction of Spiralling in BTA Deep-Hole-Drilling from a Physical Model -- Analyzing Protein#x2013;Protein Interaction with Variant Analysis -- Estimation for the Parameters in Geostatistics -- Identifying Patients at Risk -- Sequential Multiple Comparison Procedure for Finding a Changing Point in Dose Finding Test -- Semi-supervised Clustering of Yeast Gene Expression Data -- Event Detection in Environmental Scanning -- Applications in Clustering and Visualization -- External Asymmetric Multidimensional Scaling Study of Regional Closeness in Marriage among Japanese Prefectures -- Socioeconomic and Age Differences in Women#x0027;s Cultural Consumption: Multidimensional Preference Analysis -- Analysis of Purchase Intentions at a Department Store by Three-Way Distance Model -- Facet Analysis of the AsiaBarometer Survey En línea: http://dx.doi.org/10.1007/978-3-642-00668-5 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34063 Ejemplares
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Título : From Data and Information Analysis to Knowledge Engineering : Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V. University of Magdeburg, March 9–11, 2005 Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Myra Spiliopoulou ; Rudolf Kruse ; Christian Borgelt ; Andreas Nürnberger ; Wolfgang A. Gaul Editorial: Berlin, Heidelberg : Springer Berlin Heidelberg Fecha de publicación: 2006 Colección: Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814 Número de páginas: XIX, 761 p. 239 illus Il.: online resource ISBN/ISSN/DL: 978-3-540-31314-4 Idioma : Inglés (eng) Palabras clave: Culture Study and teaching Library science Statistics Economic theory Cultural Media Studies Science Statistics, general for Business/Economics/Mathematical Finance/Insurance Engineering, Physics, Computer Science, Chemistry Earth Sciences Life Sciences, Medicine, Health Theory/Quantitative Economics/Mathematical Methods Clasificación: 51 Matemáticas Nota de contenido: Plenaries and Semi-plenaries -- Clustering -- Discriminant Analysis -- Classification with Latent Variable Models -- Multiway Classification and Data Analysis -- Ranking, Multi-label Classification, Preferences -- PLS Path Modeling, PLS Regression and Classification -- Robust Methods in Multivariate Statistics -- Data Mining and Explorative Multivariate Data Analysis -- Text Mining -- Fuzzy Data Analysis -- Economics and Mining in Business Processes -- Banking and Finance -- Marketing -- Adaptivity and Personalization -- User and Data Authentication in IT Security -- Bioinformatics and Biostatistics -- Classification of High-dimensional Biological and Medical Data -- Medical and Health Sciences -- Music Analysis -- Data Mining Competition En línea: http://dx.doi.org/10.1007/3-540-31314-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34938 From Data and Information Analysis to Knowledge Engineering : Proceedings of the 29th Annual Conference of the Gesellschaft für Klassifikation e.V. University of Magdeburg, March 9–11, 2005 [documento electrónico] / SpringerLink (Online service) ; Myra Spiliopoulou ; Rudolf Kruse ; Christian Borgelt ; Andreas Nürnberger ; Wolfgang A. Gaul . - Berlin, Heidelberg : Springer Berlin Heidelberg, 2006 . - XIX, 761 p. 239 illus : online resource. - (Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814) .
ISBN : 978-3-540-31314-4
Idioma : Inglés (eng)
Palabras clave: Culture Study and teaching Library science Statistics Economic theory Cultural Media Studies Science Statistics, general for Business/Economics/Mathematical Finance/Insurance Engineering, Physics, Computer Science, Chemistry Earth Sciences Life Sciences, Medicine, Health Theory/Quantitative Economics/Mathematical Methods Clasificación: 51 Matemáticas Nota de contenido: Plenaries and Semi-plenaries -- Clustering -- Discriminant Analysis -- Classification with Latent Variable Models -- Multiway Classification and Data Analysis -- Ranking, Multi-label Classification, Preferences -- PLS Path Modeling, PLS Regression and Classification -- Robust Methods in Multivariate Statistics -- Data Mining and Explorative Multivariate Data Analysis -- Text Mining -- Fuzzy Data Analysis -- Economics and Mining in Business Processes -- Banking and Finance -- Marketing -- Adaptivity and Personalization -- User and Data Authentication in IT Security -- Bioinformatics and Biostatistics -- Classification of High-dimensional Biological and Medical Data -- Medical and Health Sciences -- Music Analysis -- Data Mining Competition En línea: http://dx.doi.org/10.1007/3-540-31314-1 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=34938 Ejemplares
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Título : New Developments in Classification and Data Analysis : Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Bologna, September 22–24, 2003 Tipo de documento: documento electrónico Autores: SpringerLink (Online service) ; Hans-Hermann Bock ; Wolfgang A. Gaul ; Maurizio Vichi ; Ph. Arabie ; Daniel Baier ; F. Critchley ; Reinhold Decker ; Edwin Diday ; Michael J. Greenacre ; Carlo Natale Lauro ; J. Meulman ; Paola Monari ; S. Nishisato ; N. Ohsumi ; O. Opitz ; Gunter Ritter ; Schader, M ; Claus Weihs ; Maurizio Vichi ; Paola Monari ; Stefania Mignani ; Angela Montanari Editorial: Berlin, Heidelberg : Springer Berlin Heidelberg Fecha de publicación: 2005 Colección: Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814 Número de páginas: X, 370 p. 92 illus Il.: online resource ISBN/ISSN/DL: 978-3-540-27373-8 Idioma : Inglés (eng) Palabras clave: Statistics Database management for Business/Economics/Mathematical Finance/Insurance Life Sciences, Medicine, Health Sciences Management Clasificación: 51 Matemáticas Resumen: This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and Data Analysis Group of SocietA Italiana di Statistica, which was held in Bologna, September 22-24, 2003. The scientific program of the conference included 80 contributed papers. Moreover it was possible to recruit six internationally renowned invited spe- ers for plenary talks on their current research works regarding the core topics of IFCS (the International Federation of Classification Societies) and Wo- gang Gaul and the colleagues of the GfKl organized a session. Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussions and mutual exchange of knowledge. The talks in the different sessions focused on methodological developments in supervised and unsupervised classification and in data analysis, also p- viding relevant contributions in the context of applications. This suggested the presentation of the 43 selected papers in three parts as follows: CLASSIFICATION AND CLUSTERING Non parametric classification Clustering and dissimilarities MULTIVARIATE STATISTICS AND DATA ANALYSIS APPLIED MULTIVARIATE STATISTICS Environmental data Microarray data Behavioural and text data Financial data We wish to express our gratitude to the authors whose enthusiastic p- ticipation made the meeting possible. We are very grateful to the reviewers for the time spent in their professional reviewing work. We would also like to extend our thanks to the chairpersons and discussants of the sessions: their comments and suggestions proved very stimulating both for the authors and the audience Nota de contenido: Classification and Clustering -- Multi-Class Budget Exploratory Trees -- Methods to Compare Nonparametric Classifiers and to Select the Predictors -- Variable Selection in Cell Classification Problems: A Strategy Based on Independent Component Analysis -- Simplifying Classification Trees Through Consensus Methods -- Selecting the Training Set in Classification Problems with Rare Events -- A Classification and Discrimination Integrated Strategy Conducted on Symbolic Data for Missing Data Treatment in Questionnaire Survey -- A Collinearity Based Hierarchical Method to Identify Clusters of Variables -- On the Dynamic Time Warping for Computing the Dissimilarity Between Curves -- Metrics in Symbolic Data Analysis -- Constrained Clusterwise Linear Regression -- Crossed Clustering Method on Symbolic Data Tables -- Multivariate Statistics and Data Analysis -- Some Statistical Applications of Centrosymmetric Matrices -- Selection of Structural Equation Models with the PLS-VB Programme -- Web Robot Detection - Preprocessing Web Logfiles for Robot Detection -- Data Dependent Prior Modeling and Estimation in Contingency Tables: The Order-Restricted RC Model -- PLS Typological Regression: Algorithmic, Classification and Validation Issues -- Weighted Metric Multidimensional Scaling -- An Improved Majorization Algorithm for Robust Procrustes Analysis -- Generalized Bi-Additive Modelling for Categorical Data -- Model Selection Procedures in Three-Mode Component Models -- Principal Component Analysis for Non-Precise Data -- A New Version of the Structural Dynamic Model with Unique Latent Scores -- Some Issues About the Use of Experts -- Nonparametric Methods in Survey Sampling -- A Different Approach for the Analysis of Web Access Logs -- Blending Statistics and Graphics in Visual Data Mining -- Confidence Regions in Multivariate Calibration: A Proposal -- Applied Multivariate Statistics -- Nonparametric Analysis of Air Pollution Indices Compositions -- VAR Models for Spatio-temporal Structures: An Application to Environmental Data -- Analysis of Spatial Covariance Structure for Environmental Data -- Bayesian Clustering of Gene Expression Dynamics: An Application -- A Hierarchical Mixture Model for Gene Expression Data -- Sequence Analysis of BHPS Life Course Data -- Robust Multivariate Methods for the Analysis of the University Performance -- Some Insights into the Evolution of 1990s' Standard Italian Using Text Mining Techniques and Automatic Categorization -- Evaluating Undergraduate Education Through Multiple Choice Tests -- A New Approach in Business Travel Survey: Multivariate Techniques for Strata Design -- Value-Orientations and Partnership -- An Item Response Theory Model for Student Ability Evaluation Using Computer-Automated Test Results -- Functional Cluster Analysis of Financial Time Series -- The Role of the Normal Distribution in Financial Markets -- Functional Principal Component Analysis of Financial Time Series -- Elliptically Symmetric Distributions: A Review of Achieved Results and Open Issues En línea: http://dx.doi.org/10.1007/b138989 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35278 New Developments in Classification and Data Analysis : Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Bologna, September 22–24, 2003 [documento electrónico] / SpringerLink (Online service) ; Hans-Hermann Bock ; Wolfgang A. Gaul ; Maurizio Vichi ; Ph. Arabie ; Daniel Baier ; F. Critchley ; Reinhold Decker ; Edwin Diday ; Michael J. Greenacre ; Carlo Natale Lauro ; J. Meulman ; Paola Monari ; S. Nishisato ; N. Ohsumi ; O. Opitz ; Gunter Ritter ; Schader, M ; Claus Weihs ; Maurizio Vichi ; Paola Monari ; Stefania Mignani ; Angela Montanari . - Berlin, Heidelberg : Springer Berlin Heidelberg, 2005 . - X, 370 p. 92 illus : online resource. - (Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814) .
ISBN : 978-3-540-27373-8
Idioma : Inglés (eng)
Palabras clave: Statistics Database management for Business/Economics/Mathematical Finance/Insurance Life Sciences, Medicine, Health Sciences Management Clasificación: 51 Matemáticas Resumen: This volume contains revised versions of selected papers presented during the biannual meeting of the Classification and Data Analysis Group of SocietA Italiana di Statistica, which was held in Bologna, September 22-24, 2003. The scientific program of the conference included 80 contributed papers. Moreover it was possible to recruit six internationally renowned invited spe- ers for plenary talks on their current research works regarding the core topics of IFCS (the International Federation of Classification Societies) and Wo- gang Gaul and the colleagues of the GfKl organized a session. Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussions and mutual exchange of knowledge. The talks in the different sessions focused on methodological developments in supervised and unsupervised classification and in data analysis, also p- viding relevant contributions in the context of applications. This suggested the presentation of the 43 selected papers in three parts as follows: CLASSIFICATION AND CLUSTERING Non parametric classification Clustering and dissimilarities MULTIVARIATE STATISTICS AND DATA ANALYSIS APPLIED MULTIVARIATE STATISTICS Environmental data Microarray data Behavioural and text data Financial data We wish to express our gratitude to the authors whose enthusiastic p- ticipation made the meeting possible. We are very grateful to the reviewers for the time spent in their professional reviewing work. We would also like to extend our thanks to the chairpersons and discussants of the sessions: their comments and suggestions proved very stimulating both for the authors and the audience Nota de contenido: Classification and Clustering -- Multi-Class Budget Exploratory Trees -- Methods to Compare Nonparametric Classifiers and to Select the Predictors -- Variable Selection in Cell Classification Problems: A Strategy Based on Independent Component Analysis -- Simplifying Classification Trees Through Consensus Methods -- Selecting the Training Set in Classification Problems with Rare Events -- A Classification and Discrimination Integrated Strategy Conducted on Symbolic Data for Missing Data Treatment in Questionnaire Survey -- A Collinearity Based Hierarchical Method to Identify Clusters of Variables -- On the Dynamic Time Warping for Computing the Dissimilarity Between Curves -- Metrics in Symbolic Data Analysis -- Constrained Clusterwise Linear Regression -- Crossed Clustering Method on Symbolic Data Tables -- Multivariate Statistics and Data Analysis -- Some Statistical Applications of Centrosymmetric Matrices -- Selection of Structural Equation Models with the PLS-VB Programme -- Web Robot Detection - Preprocessing Web Logfiles for Robot Detection -- Data Dependent Prior Modeling and Estimation in Contingency Tables: The Order-Restricted RC Model -- PLS Typological Regression: Algorithmic, Classification and Validation Issues -- Weighted Metric Multidimensional Scaling -- An Improved Majorization Algorithm for Robust Procrustes Analysis -- Generalized Bi-Additive Modelling for Categorical Data -- Model Selection Procedures in Three-Mode Component Models -- Principal Component Analysis for Non-Precise Data -- A New Version of the Structural Dynamic Model with Unique Latent Scores -- Some Issues About the Use of Experts -- Nonparametric Methods in Survey Sampling -- A Different Approach for the Analysis of Web Access Logs -- Blending Statistics and Graphics in Visual Data Mining -- Confidence Regions in Multivariate Calibration: A Proposal -- Applied Multivariate Statistics -- Nonparametric Analysis of Air Pollution Indices Compositions -- VAR Models for Spatio-temporal Structures: An Application to Environmental Data -- Analysis of Spatial Covariance Structure for Environmental Data -- Bayesian Clustering of Gene Expression Dynamics: An Application -- A Hierarchical Mixture Model for Gene Expression Data -- Sequence Analysis of BHPS Life Course Data -- Robust Multivariate Methods for the Analysis of the University Performance -- Some Insights into the Evolution of 1990s' Standard Italian Using Text Mining Techniques and Automatic Categorization -- Evaluating Undergraduate Education Through Multiple Choice Tests -- A New Approach in Business Travel Survey: Multivariate Techniques for Strata Design -- Value-Orientations and Partnership -- An Item Response Theory Model for Student Ability Evaluation Using Computer-Automated Test Results -- Functional Cluster Analysis of Financial Time Series -- The Role of the Normal Distribution in Financial Markets -- Functional Principal Component Analysis of Financial Time Series -- Elliptically Symmetric Distributions: A Review of Achieved Results and Open Issues En línea: http://dx.doi.org/10.1007/b138989 Link: https://biblioteca.cunef.edu/gestion/catalogo/index.php?lvl=notice_display&id=35278 Ejemplares
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