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Gaul, Wolfgang

Classification — the Ubiquitous Challenge

Gaul, Wolfgang - Classification — the Ubiquitous Challenge, ebook

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ISBN: 9783540280842
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Table of contents

Part I. (Semi-) Plenary Presentations

1. Classification and Data Mining in Musicology
Jan Beran

2. Bayesian Mixed Membership Models for Soft Clustering and Classification
Elena A. Erosheva, Stephen E. Fienberg

3. Predicting Protein Secondary Structure with Markov Models
Paul Fischer, Simon Larsen, Claus Thomsen

4. Milestones in the History of Data Visualization: A Case Study in Statistical Historiography
Michael Friendly

5. Quantitative Text Typology: The Impact of Word Length
Peter Grzybek, Ernst Stadlober, Emmerich Kelih, Gordana Antic

6. Cluster Ensembles
Kurt Hornik

7. Bootstrap Confidence Intervals for Three-way Component Methods
Henk A.L. Kiers

8. Organising the Knowledge Space for Software Components
Claus Pahl

9. Multimedia Pattern Recognition in Soccer Video Using Time Intervals
Cees G.M. Snoek, Marcel Worring

10. Quantitative Assessment of the Responsibility for the Disease Load in a Population
Wolfgang Uter, Olaf Gefeller

Part II. Classification and Data Analysis

11. Bootstrapping Latent Class Models
José G. Dias

12. Dimensionality of Random Subspaces
Eugeniusz Gatnar

13. Two-stage Classification with Automatic Feature Selection for an Industrial Application
Sören Hader, Fred A. Hamprecht

14. Bagging, Boosting and Ordinal Classification
Klaus Hechenbichler, Gerhard Tutz

15. A Method for Visual Cluster Validation
Christian Hennig

16. Empirical Comparison of Boosting Algorithms
Riadh Khanchel, Mohamed Limam

17. Iterative Majorization Approach to the Distance-based Discriminant Analysis
Serhiy Kosinov, Stéphane Marchand-Maillet, Thierry Pun

18. An Extension of the CHAID Tree-based Segmentation Algorithm to Multiple Dependent Variables
Jay Magidson, Jeroen K. Vermunt

19. Expectation of Random Sets and the ‘Mean Values’ of Interval Data
Ole Nordhoff

20. Experimental Design for Variable Selection in Data Bases
Constanze Pumplün, Claus Weihs, Andrea Preusser

21. KMC/EDAM: A New Approach for the Visualization of K-Means Clustering Results
Nils Raabe, Karsten Luebke, Claus Weihs

22. Clustering of Variables with Missing Data: Application to Preference Studies
Karin Sahmer, Evelyne Vigneau, Mostafa Qannari, Joachim Kunert

23. Binary On-line Classification Based on Temporally Integrated Information
Christin Schäfer, Steven Lemm, Gabriel Curio

24. Different Subspace Classification
Gero Szepannek, Karsten Luebke

25. Density Estimation and Visualization for Data Containing Clusters of Unknown Structure
Alfred Ultsch

26. Hierarchical Mixture Models for Nested Data Structures
Jeroen K. Vermunt, Jay Magidson

27. Iterative Proportional Scaling Based on a Robust Start Estimator
Claudia Becker

28. Exploring Multivariate Data Structures with Local Principal Curves
Jochen Einbeck, Gerhard Tutz, Ludger Evers

29. A Three-way Multidimensional Scaling Approach to the Analysis of Judgments About Persons
Sabine Krolak-Schwerdt

30. Discovering Temporal Knowledge in Multivariate Time Series
Fabian Mörchen, Alfred Ultsch

31. A New Framework for Multidimensional Data Analysis
Shizuhiko Nishisato

32. External Analysis of Two-mode Three-way Asymmetric Multidimensional Scaling
Akinori Okada, Tadashi Imaizumi

33. The Relevance Vector Machine Under Covariate Measurement Error
David Rummel

Part III. Applications

34. A Contribution to the History of Seriation in Archaeology
Peter Ihm

35. Model-based Cluster Analysis of Roman Bricks and Tiles from Worms and Rheinzabern
Hans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata

36. Astronomical Object Classification and Parameter Estimation with the Gaia Galactic Survey Satellite
Coryn A.L. Bailer-Jones

37. Design of Astronomical Filter Systems for Stellar Classification Using Evolutionary Algorithms
Coryn A.L. Bailer-Jones

38. Analyzing Microarray Data with the Generative Topographic Mapping Approach
Isabelle M. Grimmenstein, Karsten Quast, Wolfgang Urfer

39. Test for a Change Point in Bernoulli Trials with Dependence
Joachim Krauth

40. Data Mining in Protein Binding Cavities
Katrin Kupas, Alfred Ultsch

41. Classification of In Vivo Magnetic Resonance Spectra
Björn H. Menze, Michael Wormit, Peter Bachert, Matthias Lichy, Heinz-Peter Schlemmer, Fred A. Hamprecht

42. Modifying Microarray Analysis Methods for Categorical Data — SAM and PAM for SNPs
Holger Schwender

43. Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments
Alfred Ultsch

44. PhyNav: A Novel Approach to Reconstruct Large Phylogenies
Sy Vinh, Heiko A. Schmidt, Arndt Haeseler

45. NewsRec, a Personal Recommendation System for News Websites
Christian Bomhardt, Wolfgang Gaul

46. Clustering of Large Document Sets with Restricted Random Walks on Usage Histories
Markus Franke, Anke Thede

47. Fuzzy Two-mode Clustering vs. Collaborative Filtering
Volker Schlecht, Wolfgang Gaul

48. Web Mining and Online Visibility
Nadine Schmidt-Mänz, Wolfgang Gaul

49. Analysis of Recommender System Usage by Multidimensional Scaling
Patrick Thoma, Wolfgang Gaul

50. On a Combination of Convex Risk Minimization Methods
Andreas Christmann

51. Credit Scoring Using Global and Local Statistical Models
Alexandra Schwarz, Gerhard Arminger

52. Informative Patterns for Credit Scoring: Support Vector Machines Preselect Data Subsets for Linear Discriminant Analysis
Ralf Stecking, Klaus B. Schebesch

53. Application of Support Vector Machines in a Life Assurance Environment
Sarel J. Steel, Gertrud K. Hechter

54. Continuous Market Risk Budgeting in Financial Institutions
Mario Straßberger

55. Smooth Correlation Estimation with Application to Portfolio Credit Risk
Rafael Weißbach, Bernd Rosenow

56. How Many Lexical-semantic Relations are Necessary?
Dariusch Bagheri

57. Automated Detection of Morphemes Using Distributional Measurements
Christoph Benden

58. Classification of Author and/or Genre? The Impact of Word Length
Emmerich Kelih, Gordana Antic, Peter Grzybek, Ernst Stadlober

59. Some Historical Remarks on Library Classification — a Short Introduction to the Science of Library Classification
Bernd Lorenz

60. Automatic Validation of Hierarchical Cluster Analysis with Application in Dialectometry
Hans-Joachim Mucha, Edgar Haimerl

61. Discovering the Senses of an Ambiguous Word by Clustering its Local Contexts
Reinhard Rapp

62. Document Management and the Development of Information Spaces
Ulfert Rist

63. Stochastic Ranking and the Volatility “Croissant”: A Sensitivity Analysis of Economic Rankings
Helmut Berrer, Christian Helmenstein, Wolfgang Polasek

64. Importance Assessment of Correlated Predictors in Business Cycles Classification
Daniel Enache, Claus Weihs

65. Economic Freedom in the 25-Member European Union: Insights Using Classification Tools
Clifford W. Sell

66. Intercultural Consumer Classifications in E-Commerce
Hans H. Bauer, Marcus M. Neumann, Frank Huber

67. Reservation Price Estimation by Adaptive Conjoint Analysis
Christoph Breidert, Michael Hahsler, Lars Schmidt-Thieme

68. Estimating Reservation Prices for Product Bundles Based on Paired Comparison Data
Bernd Stauß, Wolfgang Gaul

69. Classification of Perceived Musical Intervals
Jobst P. Fricke

70. In Search of Variables Distinguishing Low and High Achievers in Music Sight Reading Task
Reinhard Kopiez, Claus Weihs, Uwe Ligges, Ji In Lee

71. Automatic Feature Extraction from Large Time Series
Ingo Mierswa

72. Identification of Musical Instruments by Means of the Hough-Transformation
Christian Röver, Frank Klefenz, Claus Weihs

73. Support Vector Machines for Bass and Snare Drum Recognition
Dirk Steelant, Koen Tanghe, Sven Degroeve, Bernard Baets, Marc Leman, Jean-Pierre Martens

74. Register Classification by Timbre
Claus Weihs, Christoph Reuter, Uwe Ligges

75. Classification of Processes by the Lyapunov Exponent
Anja M. Busse

76. Desirability to Characterize Process Capability
Jutta Jessenberger, Claus Weihs

77. Application and Use of Multivariate Control Charts in a BTA Deep Hole Drilling Process
Amor Messaoud, Winfried Theis, Claus Weihs, Franz Hering

78. Determination of Relevant Frequencies and Modeling Varying Amplitudes of Harmonic Processes
Winfried Theis, Claus Weihs

Part IV. Contest: Social Milieus in Dortmund

79. Introduction to the Contest “Social Milieus in Dortmund”
Ernst-Otto Sommerer, Claus Weihs

80. Application of a Genetic Algorithm to Variable Selection in Fuzzy Clustering
Christian Röver, Gero Szepannek

81. Annealed ?-Means Clustering and Decision Trees
Christin Schäfer, Julian Laub

82. Correspondence Clustering of Dortmund City Districts
Stefanie Scheid

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Keywords: COMPUTERS / Computer Science COM014000

Author(s)
 
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783540280842

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