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Data Analysis : Scientific Modeling and Practical Application / edited by Wolfgang Gaul, Otto Opitz, Martin Schader
(Studies in Classification, Data Analysis, and Knowledge Organization)

データ種別 電子ブック
出版者 Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer
出版年 2000
本文言語 英語
大きさ XII, 528 p. 17 illus : online resource

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URL 電子ブック


EB0094656

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内容注記 I. Classification
Clustering Relational Data
An Iterative Relocation Algorithm for Classifying Symbolic Data
Automatic Classification with Classifying Automata
Classification and Clustering of Objects With Variants
Non-Hierarchical Classification Structures
Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map
II. Data Analysis
Unobserved Heterogeneity in Mean- and Covariance Structure Models
Average Consensus in Numerical Taxonomy and Some Generalizations
Exploring Multivariate Modality by Unsupervised Mixture of Cubic B-Splines in 1-D Using Model Selection Criteria
On a Framework for Dissimilarity Analysis
Least-Squares Ultrametric Tree Representations of Three-Way One-Mode Proximity Data
From Data Mining to Knowledge Mining: An Introduction to Symbolic Data Analysis
Evidence for a Relationship Between Algorithmic Scheme and Shape of Inferred Trees
Testing for Antimodes
A Classification of Bivariate Negative Binomial Distributions
Robust Forecasting of Parametric Trend of Time Series under “Outliers”
Projections Distinguishing Isolated Groups in Multivariate Data Spaces
Non-Symmetrical Data Analysis Approaches: Recent Developments and Perspectives
Contiguity Analysis and Classification
New Results in Cutting Seriation for Approximate #SAT
Applied Bayesian Data Analysis Using State-Space Models
Intelligent Data Modeling Based on the Wavelet Transform and Data Entropy
A Characterization of Ordinal Data
Generalized Impulse Response Functions for VAR-GARCH-M Models
A New Geometrical Hypothesis for Partitioning and Discriminant Analysis
Ultrametrics and p-adic Numbers
An Algorithm for Positive-Breakdown Regression Based on Concentration Steps
Unidimensional Structure Detected by Analysis of an Asymmetric Data Matrix
A Geometrical Relational Model for Data Analysis
Towards a Statistical Theory of Optimal Quantization
Robust Clustering
III. Applications
Bump Hunting for Risk: A New Data Mining Tool
Clusters of Bibliographic References: A Brief Case Study
Online Classification of States in Intensive Care
Frequent Generalized Subsequences — A Problem From Web Mining
myVU: A Next Generation Recommender System Based on Observed Consumer Behavior and Interactive Evolutionary Algorithms
Global Optimization Methods for Multidimensional Scaling Applied to Mobile Communication
Synergy in Drug Combinations
Maximum Likelihood Clustering for Elasticity-Based Market Segmentation
Statistics and Data Analysis in Market Risk Measurement
An Asymmetric Cluster Analysis Study of Car Switching Data
Visualization of Multivariate Data by Scaling and Property Fitting
Facts and Problems in the Lung Cancer Medical Cost Analysis Through Claims Data
Selected Publications of Hans-Hermann Bock
一般注記 "Data Analysis" in the broadest sense is the general term for a field of activities of ever-increasing importance in a time called the information age. It covers new areas with such trendy labels as, e.g., data mining or web mining as well as traditional directions emphazising, e.g., classification or knowledge organization. Leading researchers in data analysis have contributed to this volume and delivered papers on aspects ranging from scientific modeling to practical application. They have devoted their latest contributions to a book edited to honor a colleague and friend, Hans-Hermann Bock, who has been active in this field for nearly thirty years
著者標目 Gaul, Wolfgang editor
Opitz, Otto editor
Schader, Martin editor
SpringerLink (Online service)
件 名 LCSH:Data structures (Computer science)
LCSH:Statistics
LCSH:Economic theory
FREE:Economics
FREE:Economic Theory/Quantitative Economics/Mathematical Methods
FREE:Data Structures, Cryptology and Information Theory
FREE:Statistical Theory and Methods
分 類 DC23:330.1
巻冊次 ISBN:9783642582509 REFWLINK
ISBN 9783642582509
URL http://dx.doi.org/10.1007/978-3-642-58250-9
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