Classification - the Ubiquitous Challenge: Proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9-11, 2004 (Google eBook)

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Claus Weihs, Wolfgang Gaul
Springer Science & Business Media, Mar 30, 2006 - Computers - 704 pages
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The contributions in this volume represent the latest research results in the field of Classification, Clustering, and Data Analysis. Besides the theoretical analysis, papers focus on various application fields as Archaeology, Astronomy, Bio-Sciences, Business, Electronic Data and Web, Finance and Insurance, Library Science and Linguistics, Marketing, Music Science, and Quality Assurance.
  

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Contents

Classification and Data Mining in Musicology
3
Predicting Protein Secondary Structure with Markov Models
27
The Impact of Word Length
53
Bootstrap Confidence Intervals for Threeway Component
73
Multimedia Pattern Recognition in Soccer Video Using Time
97
Bootstrapping Latent Class Models 121
119
Twostage Classification with Automatic Feature Selection
137
A Method for Visual Cluster Validation
153
Analysis of Recommender System Usage by Multidimensional
426
Finance and Insurance
434
Credit Scoring Using Global and Local Statistical Models
442
Informative Patterns for Credit Scoring Using Linear SVM
450
Application of Support Vector Machines in a Life Assurance
458
Continuous Market Risk Budgeting in Financial Institutions
466
Smooth Correlation Estimation with Application
474
How Many Lexicalsemantic Relations are Necessary?
482

Iterative Majorization Approach to the Distancebased
168
Expectation of Random Sets and the Mean Values of Interval
184
A New Approach for the Visualization
200
Application
208
Different Subspace Classification
224
Hierarchical Mixture Models for Nested Data Structures
240
Exploring Multivariate Data Structures with Local Principal
256
Discovering Temporal Knowledge in Multivariate Time Series
272
External Analysis of Twomode Threeway Asymmetric
288
Archaeology
305
Astronomical Object Classification and Parameter Estimation
325
Analyzing Microarray Data with the Generative Topographic
338
Data Mining in Protein Binding Cavities
354
Modifying Microarray Analysis Methods for Categorical Data
370
A Novel Approach to Reconstruct Large
386
Electronic Data and
394
Clustering of Large Document Sets with Restricted Random
402
Fuzzy Twomode Clustering vs Collaborative Filtering
410
Web Mining and Online Visibility
418
Automated Detection of Morphemes Using Distributional
490
Classification of Author andor Genre? The Impact of Word
498
Some Historical Remarks on Library Classification a Short
506
Automatic Validation of Hierarchical Cluster Analysis with
513
Discovering the Senses of an Ambiguous Word by Clustering
521
Document Management and the Development of Information
529
Importance Assessment of Correlated Predictors in Business
545
Marketing
561
Reservation Price Estimation by Adaptive Conjoint Analysis
569
Classification of Perceived Musical Intervals
585
Automatic Feature Extraction from Large Time Series
600
Support Vector Machines for Bass and Snare Drum
616
Classification of Processes by the Lyapunov Exponent
632
Application and Use of Multivariate Control Charts in a
648
Introduction to the Contest Social Milieus in Dortmund 667
665
Annealed kMeans Clustering and Decision Trees
682
Keywords
698
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