Classification and Information Processing at the Turn of the Millennium: Proceedings of the 23rd Annual Conference of the Gesellschaft für Klassifikation e.V., University of Bielefeld, March 10–12, 1999

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Reinhold Decker, Wolfgang A. Gaul
Springer Science & Business Media, Dec 6, 2012 - Computers - 492 pages
This volume contains revised versions of selected papers presented dur ing the 23rd Annual Conference of the German Classification Society GfKl (Gesellschaft fiir Klassifikation). The conference took place at the Univer sity of Bielefeld (Germany) in March 1999 under the title "Classification and Information Processing at the Turn of the Millennium". Researchers and practitioners - interested in data analysis, classification, and information processing in the broad sense, including computer science, multimedia, WWW, knowledge discovery, and data mining as well as spe cial application areas such as (in alphabetical order) biology, finance, genome analysis, marketing, medicine, public health, and text analysis - had the op portunity to discuss recent developments and to establish cross-disciplinary cooperation in their fields of interest. Additionally, software and book pre sentations as well as several tutorial courses were organized. The scientific program of the conference included 18 plenary or semi plenary lectures and more than 100 presentations in special sections. The peer-reviewed papers are presented in 5 chapters as follows: • Data Analysis and Classification • Computer Science, Computational Statistics, and Data Mining • Management Science, Marketing, and Finance • Biology, Genome Analysis, and Medicine • Text Analysis and Information Retrieval As an unambiguous assignment of results to single chapters is sometimes difficult papers are grouped in a way that the editors found appropriate.
 

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Contents

New Developments in Latent Variable Models
3
Computer Science Computational Statistics and Data
143
Algorithm Selection Support for Classification
162
What is Computational Statistics?
180
Systematizing and Evaluating Data Mining Methods
201
Automatic Texture Classification by Visual Properties
219
Generating Automatically Local Feature Groups of Complex
237
Learning Complex Similarity Measures
254
Analysis of the Assessments of Ones Values Among Different
330
Impacts of Hedging with Futures on Optimal Production Levels
338
How to Integrate Stock Price Jumps into Portfolio Selection
347
A Multivariate GARCHM Model for Exchange Rates in the
355
A Model for Constructing Quadratic Objective Functions and
364
Phylogeny Inference by Minimum Conflict
377
Detecting ChangePoints in Aircraft Noise Effects
386
GERHARD German Harvest Automated Retrieval and Directory
441

a Comparative
275
Facility Location Planning with Qualitative Location Factors
288
Testing the Multinomial Logit Model
296
Meanvarianceefficient Sets
304
Analyzing Multigroup Data with Structural Equation Models
312
Validity of Customized and Adaptive Hybrid Conjoint Analysis
320
Automatic Labelling of References for Internet Information Sys
451
Architecture and Retrieval Methods of a Search Assistant for Sci
460
From Auto
469
Structured Phrases for Indexing and Retrieval of Research Topics
479
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