Data Analysis Scientific Modeling and Practical Application
"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., class...
| Other Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2000, 2000
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| Edition: | 1st ed. 2000 |
| Series: | Studies in Classification, Data Analysis, and Knowledge Organization
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| Subjects: | |
| Online Access: | |
| Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Table of Contents:
- 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
- UnidimensionalStructure 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
- 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