ISBN: 3540432337
TITLE: Classification, Automation, and New Media
AUTHOR: Gaul/Ritter
TOC:

Part 1: Data Analysis, Statistics, and Classification 1
Clustering and Models
C. Ambroise, G. Govaert 3
Some New and Some Old Results for the Polytomous Rasch Model
E. B. Andersen 17
Some Basic Results on the Extension of Quasi-likelihood Based
Measurement Error Correction to Multivariate and Flexible
Structural Models
T. Augustin 29
On the Optimal Number of Clusters in Histogram Clustering
J.M. Buhmann, M. Held 37
The Dual Dynamic Factor Analysis Models
R. Coppi, P. D'Urso 47
Joint Non-symmetrical Correspondence Analysis with Ordered Categories
L. D'Ambra, R. Lombardo, P. Amenta 59
Regression Analysis of Extremely Multicollinear Data
N. Ficke1 67
Modern Data Analysis: A Clash of Paradigms
D.J. Hand 75
Two-mode Clustering with Genetic Algorithms
J. Hansohm 87
Exact Tests for the Comparison of Binary Data Structures in Time
J. Krauth 95
Connected Maximum Split Clustering of Ladder Graphs
I. Lari 107
A Generalization of Two-mode Three-way Asymmetric Multidimensional Scaling
A. Okada, T. Imaizumi 115
Central Limit Theorem for Probabilities of Correct Classification
W.-D. Richter 123
A New Model for the Analysis of Multitrait-multimethod Data

R. Rocci, G. Bove 131
Discrete and Continuous Models for Two-way Data
M. Vichi 139
Part 2: Pattern Recognition and Automation 149
Towards Feature Fusion - A Classifier on the Basis of Automatically Generated Significant Contour Sections
D. Pechtel, K.-D. Kuhnert 151
Convex Discriminant Analysis Tools for Non Convex Pattern Recognition
M. Rmon 159
Sparse Kerne1 Feature Analysis
A.J. Smola, O.L. Mangasarian, B. Schlkopf 167
Part 3: Data Mining, Information Processing, and Automation 179
Exploring Association Rules by Interactive Graphics
H. Hofmann, A. Wilhelm 181
Classification of Texts with Support Vector Machines: An Examination of the Efficiency of Kernels and Data-transformations
J. Kindermann, E. Leopold 189
Text Mining with the Help of Cohesion Trees
A. Mehler 199
New Features of Categorical Principal Components Analysis for Complicated Data Sets, Including Data Mining
J.J. Meulman, A. J. van der Kooij, A. Babinec 207
Supplement of Information: Data Integration by Classification of Pairs of Records
M. Neiling, H.-J. Lenz 219
The Completion of Missing Values by Neural Nets for Data Mining
A. Ultsch, S. Rolf 227
Knowledge Landscapes: Clustering Hypermedia Course Content for Efficient Overviews
E. Weippl, H. Lohninger 235
Simplification of Knowledge Discovery using "Structure Classification"
S. Zumpe, W. Esswein 245
Part 4: New Media, Web Mining, and Automation 253
Natural Language-based Specification and Fuzzy Logic for the Multimedia Development Process
K. Alfert, M. Heiduck 255
A Tool System for an Object-oriented Approach to Construction and Maintenance of Hypermedia Documents
A. Fronk 265
Recommendations for Virtual Universities from Observed User Behavior
A. Geyer-Schulz, M. Hahsler, M. Jahn 273
Virtual Dialect Areas in the Internet: "Townchats"
B. Kelle 281
The Navigation Problem in the World-Wide-Web
M. Levene 289
Mining Web Usage Data for Automatic Site Personalization
B. Mobasher 299
Integrating Combinatorial Relationships in a Cartography for Web Site Promotion
F. Velin, P. Kuntz, H. Briand 313
Part 5: Applications in Management Science, Finance, and Marketing 321
Common Due Date Scheduling - Straddling Jobs and Due Windows -
M. Feldmann 323
Currency Derivatives in German Non-financials: Empirical Evidence on Theoretical Approaches
D. Mahayni 333
Data Visualization and Preparation by Separating Sales Forte Data
Matthias Meyer 343
Fuzzy Scenario Evaluation
M. Missler-Behr 351
Fair Stock Risk Premiums under Firm-specific Price Jumps
B. Nietert 359
What Components Determine Stock Market Returns in the 1990's?
M. Pojarliev, W. Polasek 367
A Comparison of Estimators for Multivariate ARCH Models
W. Polasek, S. Liu 375
Pricing of a New Integrated Risk Reinsurance Product
H. Schmeiser 383
A Multiple Method Approach for Discrimination and Classification in Marketing Research
T. Temme 391
Goodness-of-Fit Measures for Two-mode Cluster Analyses
A. Unterreitmeier, M. Schwaiger 401
On Volatility Transfers During the Asia Crisis in 1997-1998
E. Zahnd 409
Part 6: Applications in Medicine, Biology, Archaeology, and Others 419
QTL Mapping in Plant Populations
K. Emrich 421
Robust Multivariate Methods in Geostatistics
P. Filzmoser, C. Reimann 429
Resampling Methods in Physical Mapping
S. Heber, J. Stoye, M. Frohme, J. Hoheisel, M. Vingron 437
Validating Dialect Comparison Methods
W. Heeringa, J. Nerbonne, P. Kleiweg 445
Rater Classification on the Basis of Latent Features in Responding to Situations
M. Meulders, P. De Boeck, J. Van Mechelen 453
Results of Automatic Conversion of Diagnoses from ICD-9 to ICD-10 for Cancer Registration
Martin Meyer, M. Franzkowiak de Rodriguez 463
Exploring Roman Brick and Tile by Cluster Analysis with Validation of Results
H.-J. Mucha, H.-G. Bartel, J. Dolata 471
Relief Intensity and the Formation of the Archaeological Record
T. Saile 479
Spatio-Temporal Modeling of Cancer Mortality Rates
U. Schach 491
The Classification of Critical Periods for Melanoma Development due to UV-Radiation
D. Schneider, A. Pfahlberg, O. Gefeller 515
Classification in the Prescription of Medicaments
R. Schuster, D. Melcher 507
Effects of Independent Non-differential Misclassification on the Attributable Risk
C. Vogel, M. Land, O. Gefeller 515
A New Approach to Discriminant Analysis with Longitudinal Data
K.-D. Wernecke 523
Author Index 531
Subject Index 533
END
