Studies in Classification, Data Analysis, and Knowledge Orga

Proceedings of the 27th Annual Conference of the Gesellschaft f¼r Klassifikation e.V., Brandenburg University of Technology, Cottbus, March 12-14, 2003

By: Daniel Baier (Editor), Klaus-Dieter Wernecke (Editor)

Write A Review

Paperback | 19 November 2004

At a Glance

Paperback
630 Pages

Dimensions(cm)
22.86 x 14.61 x 3.18

Paperback

$249.00

or 4 interest-free payments of $62.25 with

Ships in 5 to 7 business days

The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Shipping

	Standard Shipping	Express Shipping
Metro postcodes:	$9.99	$14.95
Regional postcodes:	$9.99	$14.95
Rural postcodes:	$9.99	$14.95

Orders over $89.00 qualify for free shipping.

How to return your order

At Booktopia, we offer hassle-free returns in accordance with our returns policy. If you wish to return an item, please get in touch with Booktopia Customer Care.

Additional postage charges may be applicable.

Defective items

If there is a problem with any of the items received for your order then the Booktopia Customer Care team is ready to assist you.

For more info please visit our Help Centre.

A new agglomerative 2-3 hierarchical clustering algorithm	p. 3
Symbolic classifier with convex hull based dissimilarity function	p. 11
Two-mode cluster analysis via hierarchical Bayes	p. 19
On application of a certain classification procedure to mean value estimation under double sampling for nonresponse	p. 30
Regression clustering with redescending M-estimators	p. 38
ClusCorr98 - adaptive clustering, multivariate visualization, and validation of results	p. 46
Stratification before discriminant analysis : a must?	p. 54
An exchange algorithm for two-mode cluster analysis	p. 62
Model-based cluster analysis applied to flow cytometry data	p. 69
On stratification using auxiliary variables and discriminant method	p. 77
Measuring distances between variables by mutual information	p. 81
Pareto density estimation : a density estimation for knowledge discovery	p. 91
Modelling the claim count with Poisson regression and negative binomial regression	p. 103
Chemical balance weighing design with different variances of errors	p. 111
Combination of regression trees and logistic regression to analyse animal management and disease data	p. 120
Robustness of ML estimators of location-scale mixtures	p. 128
On the modification of the David-Hellwig test	p. 138
Simultaneous selection of variables and smoothing parameters in additive models	p. 146
Multiple change points and alternating segments in binary trials with dependence	p. 154
Outlier identification rules for generalized linear models	p. 165
Dynamic clustering with non-quadratic adaptive distances for interval-type data	p. 173
Partial moments and negative moments in ordering asymmetric distributions	p. 181
Classification of method fragments using a reference meta model	p. 191
Finding metabolic pathways in decision forests	p. 199
Randomization in aggregated classification trees	p. 207
Data mining - the Polish experience	p. 217
Extracting continuous relevant features	p. 224
Individual rationality versus group rationality in statistical modelling issues	p. 239
Mining promising qualification patterns	p. 249
Partial correlation graphs and dynamic latent variables for physiological time series	p. 259
Bootstrap resampling tests for quantized time series	p. 267
Imputation strategies for missing data in environmental time series for an unlucky situation	p. 275
Prediction of notes from vocal time series : an overview	p. 283
Parsimonious segmentation of time series by Potts models	p. 295
Application of discrete choice methods in consumer preference analysis	p. 305
Competition analysis in marketing using rank ordered data	p. 313
Handling missing values in marketing research using SOM	p. 322
Applicability of customer churn forecasts in a non-contractual setting	p. 330
A gravity-based multidimensional unfolding model for preference data	p. 338
Customer relationship management in the telecommunications and utilities markets	p. 346
Strengths and weaknesses of support vector machines within marketing data analysis	p. 355
Classification of career-lifestyle patterns of women	p. 363
Table of Contents provided by Blackwell. All Rights Reserved.

Studies in Classification, Data Analysis, and Knowledge Orga

Proceedings of the 27th Annual Conference of the Gesellschaft f¼r Klassifikation e.V., Brandenburg University of Technology, Cottbus, March 12-14, 2003

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

More in Databases

Statistics and Data Handling for Biologists

A Student's Guide

Statistics and Data Handling for Biologists

A Student's Guide

Navigating the AI Frontier in Business

Balancing Economy, Ecology, and Inclusion

Stochastic Control in Energy, Environmental and Resource Management Applications

Emerging Methodologies and Applications in Modelling, Identification and Control

Proceedings of the 6th International Conference on Big Data Analytics for Cyber-Physical System in Smart City, Volume 1

BDCPS 2024, December 7-8, Ji'an, China

Python All-in-One For Dummies

3rd Edition

Architecting an Apache Iceberg Lakehouse

A Scalable, Open-Source Data Platform

Microsoft Power BI For Dummies

For Dummies (Computer/Tech)

Hands-On Programming with R

Write Your Own Functions and Simulations

Microsoft Excel 365 Bible

Bible

Code

2nd Edition - The Hidden Language of Computer Hardware and Software

SPSS Survival Manual

7th Edition - A step by step guide to data analysis using IBM SPSS

The Value of People Analytics

Using HR Data to Drive Business Results

Microsoft 365 Access For Dummies

Access for Dummies

Coding All-in-One For Dummies

2nd Edition

Social Research Methods

4th Edition

Storytelling with Data

A Data Visualization Guide for Business Professionals, 10th Anniversary Edition

Artificial Intelligence for HR

Use AI to Support and Develop a Successful Workforce

Analytics Engineering with SQL and Dbt

Building Meaningful Data Models at Scale

Data-driven BIM for Energy Efficient Building Design

1st Edition

Database Systems 6ed

A Practical Approach to Design, Implementation, and Management, Global Edition

Building a Scalable Data Warehouse with Data Vault 2.0

Data Analytics for Accounting ISE

3rd Edition

Learning Data Science

Data Wrangling, Exploration, Visualization, and Modeling with Python

This product is categorised by