rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Data Analysis, Classification and the Forward Search
    sub title: Proceedings of the Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, University of Parma, June 6–8, 2005
  name:
    name part: Zani, Sergio.
    role:
      role term: editor.
  name:
    name part: Cerioli, Andrea.
    role:
      role term: editor.
  name:
    name part: Riani, Marco.
    role:
      role term: editor.
  name:
    name part: Vichi, Maurizio.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2006
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: VIII, 426 p. online resource.
  abstract: This volume contains revised versions of selected papers presented at the biennial meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, which was held in Parma, June 6-8, 2005. Sergio Zani chaired the Scientific Programme Committee and Andrea Cerioli chaired the Local Organizing Committee. The scientific programme of the conference included 127 papers, 42 in spe­ cialized sessions, 68 in contributed paper sessions and 17 in poster sessions. Moreover, it was possible to recruit five notable and internationally renowned invited speakers (including the 2004-2005 President of the International Fed­ eration of Classification Societies) for plenary talks on their current research work. Among the specialized sessions, two were organized by Wolfgang Gaul with five talks by members of the GfKl (German Classification Society), and one by Jacqueline J. Meulman (Dutch/Flemish Classification Society). Thus, the conference provided a large number of scientists and experts from home and abroad with an attractive forum for discussion and mutual exchange of knowledge. The topics of all plenary and specialized sessions were chosen to fit, in the broadest possible sense, the mission of CLADAG, the aim of which is "to further methodological, computational and applied research within the fields of Classification, Data Analysis and Multivariate Statistics". A peer-review refereeing process led to the selection of 46 extended papers, which are contained in this book.
  table of contents: Clustering and Discrimination -- Genetic Algorithms-based Approaches for Clustering Time Series -- On the Choice of the Kernel Function in Kernel Discriminant Analysis Using Information Complexity -- Growing Clustering Algorithms in Market Segmentation: Defining Target Groups and Related Marketing Communication -- Graphical Representation of Functional Clusters and MDS Configurations -- Estimation of the Structural Mean of a Sample of Curves by Dynamic Time Warping -- Sequential Decisional Discriminant Analysis -- Regularized Sliced Inverse Regression with Applications in Classification -- Multidimensional Data Analysis and Multivariate Statistics -- Approaches to Asymmetric Multidimensional Scaling with External Information -- Variable Architecture Bayesian Neural Networks: Model Selection Based on EMC -- Missing Data in Optimal Scaling -- Simple Component Analysis Based on RV Coefficient -- Baum-Eagon Inequality in Probabilistic Labeling Problems -- Monotone Constrained EM Algorithms for Multinormal Mixture Models -- Visualizing Dependence of Bootstrap Confidence Intervals for Methods Yielding Spatial Configurations -- Automatic Discount Selection for Exponential Family State-Space Models -- A Generalization of the Polychoric Correlation Coefficient -- The Effects of MEP Distributed Random Effects on Variance Component Estimation in Multilevel Models -- Calibration Confidence Regions Using Empirical Likelihood -- Robust Methods and the Forward Search -- Random Start Forward Searches with Envelopes for Detecting Clusters in Multivariate Data -- Robust Transformation of Proportions Using the Forward Search -- The Forward Search Method Applied to Geodetic Transformations -- An R Package for the Forward Analysis of Multivariate Data -- A Forward Search Method for Robust Generalised Procrustes Analysis -- A Projection Method for Robust Estimation and Clustering in Large Data Sets -- Robust Multivariate Calibration -- Data Mining Methods and Software -- Procrustes Techn…
  note: edited by Sergio Zani, Andrea Cerioli, Marco Riani, Maurizio Vichi.
  subject:
    topic: Culture
    topic: Study and teaching
  subject:
    topic: Library science
  subject:
    topic: Information technology
  subject:
    topic: Business
    topic: Data processing
  subject:
    topic: Data structures (Computer science)
  subject:
    topic: Mathematical statistics
  subject:
    topic: Statistics
  subject:
    topic: Cultural and Media Studies
  subject:
    topic: Library Science
  subject:
    topic: Statistical Theory and Methods
  subject:
    topic: Probability and Statistics in Computer Science
  subject:
    topic: IT in Business
  subject:
    topic: Data Structures, Cryptology and Information Theory
  classification: Z664.2-718.85
  classification: 020
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Classification, Data Analysis, and Knowledge Organization
  identifier: 9783540359784
  identifier: http://dx.doi.org/10.1007/3-540-35978-8
  record info:
    record creation date: 100301
    record change date: 20151204180921.0
    record identifier: 978-3-540-35978-4