Classification and Data Analysis : Theory and Application Proceedings of the Biannual Meeting of the Classification Group of Società Italiana di Statistica (SIS) Pescara, July 3–4, 1997 / edited by Maurizio Vichi, Otto Opitz
(Studies in Classification, Data Analysis, and Knowledge Organization)
| データ種別 | 電子ブック |
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| 出版者 | Berlin, Heidelberg : Springer Berlin Heidelberg |
| 出版年 | 1999 |
| 本文言語 | 英語 |
| 大きさ | X, 378 p. 14 illus : online resource |
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| 別書名 | 異なりアクセスタイトル:Proceedings of the Biannual Meeting of the Classification Group of Societa Italiana di Statistica (SIS), Pescara, July 3-4, 1997 |
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| 内容注記 | I: Classification Methodologies in Classification Measuring the influence of individual observations and variables in cluster analysis Consensus classification for a set of multiple time series A bootstrap method for adaptive cluster sampling Forecasting a classification Fuzzy Clustering and Fuzzy Methods Neural networks as a fuzzy semantic network of events Hierarchical fuzzy clustering: an example of spatio-temporal analysis A new algorithm for semi-fuzzy clustering Fuzzy classification and hyperstructures: an application to evaluation of urban projects Variable selection in fuzzy clustering II : Other Approaches for Classification Discrimination and Classification Discriminant analysis using markovian automodels Discretization of continuous-valued data in symbolic classification learning Logistic discrimination by Kullback-Leibler type distance measures An empirical discrimination algorithm based on projection pursuit density estimation Regression Tree and Neural Networks Notes on methods for improving unstable classifiers Selection of cut points in generalized additive models Latent budget trees for multiple classification III: Multivariate and Multidimensional Data Analysis Proximity Analysis and Multidimensional Scaling Methods for asymmetric three-way scaling Comparison of Euclidean approximations of non-Euclidean distances Analysing dissimilarities through multigraphs Professional positioning based on dominant eigenvalue scores (DES), dimensional scaling (DS) and multidimensional scaling (MDS) synthesis of binary evaluations matrix of experts Non-metric full-multidimensional scaling Factorial Methods Dynamic factor analysis A non symmetrical generalised co-structure analysis for inspecting quality control data Principal surfaces constrained analysis Generalised canonical analysis on symbolic objects Analysis of qualitative variables in structural models with unique solutions Spatial Analysis Exploring multivariate spatial data: line transect data On the assessment of geographical survey units using constrained classification Kalman filter applied to non-causal models for spatial data Multiway Data Analysis A paradigmatic path for statistical content analysis using an integrated package of textual data treatment The analysis of auxological data by means of nonlinear multivariate growth curves The Kalman filter on three-way data matrix for missing data: a case study on sea water pollution Three-way data arrays with double neighborhood relations as a tool to analyze a contiguity structure Firm performance analysis with panel data Multivariate Data Analysis Detection of multivariate outliers by convex hulls Reducing dimensionality effects on kernel density estimation: the bivariate gaussian case Shewhart’s control chart: some observations Projection pursuit regression with mixed variables Recursive estimation of system parameter in environmental time series models Kernel methods for estimating covariance functions from curves Detection of subsamples in link-free regression analysis Asymptotic prior to posterior analysis for graphical gaussian models IV: Case Studies Applied Classification and Data Analysis Using qualitative information and neural networks for forecasting purposes in financial time series A new approach to the stock location assignment problem by multidimensional scaling and seriation Food coding in nutritional surveys UNAIDED: a PC system for binary and ternary segmentation analysis Author Index Key Words Index |
| 一般注記 | International Federation of Classification Societies The International Federation of Classification Societies (IFCS) is an agency for the dissemination of technical and scientific information concerning classification and data analysis in the broad sense and in as wide a· range of applications as possible; founded in 1985 in Cambridge (UK) from the following Scientific Societies and Groups: British Classification Society -BCS; Classification Society of North America -CSNA; Gesellschaft fUr Klassifikation -GfKl; Japanese Classification Society -JCS; Classification Group of Italian Statistical Society - COSIS; Societe Francophone de Classification -SFC. Now the IFCS includes the following Societies: Dutch-Belgian Classification Society - VOC; Polish Classification Section - SKAD; Portuguese Classification Association - CLAD; Group-at-Large; Korean Classification Society -KCS. Biannual Meeting of the Classification and Data Analysis Group of SIS The biannual meeting of the Classification and Data Analysis Group of Societa Italiana di Statistica (SIS) was held in Pescara, July 3 -4, 1997. The 69 papers presented were divided in 17 sessions. Each session was organized by a chairperson with two invited speakers and two contributed papers from a call for papers. All the works were referred. Furthermore, during the meeting a discussant was provided for each session. A short version of the papers (4 pages) was.published before the conference |
| 著者標目 | Vichi, Maurizio editor Opitz, Otto editor SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Data structures (Computer science) LCSH:Probabilities LCSH:Statistics LCSH:Economic theory FREE:Mathematics FREE:Probability Theory and Stochastic Processes FREE:Economic Theory/Quantitative Economics/Mathematical Methods FREE:Statistics for Business/Economics/Mathematical Finance/Insurance FREE:Data Structures, Cryptology and Information Theory |
| 分 類 | DC23:519.2 |
| 巻冊次 | ISBN:9783642601262 
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| ISBN | 9783642601262 |
| URL | http://dx.doi.org/10.1007/978-3-642-60126-2 |
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