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Tables of Contents for Classification, Automation, and New Media
Chapter/Section Title
Page #
Page Count
Part 1: Data Analysis, Statistics, and Classification
1
148
Clustering and Models
3
14
C. Ambroise
G. Govaert
Some New and Some Old Results for the Polytomous Rasch Model
17
12
E. B. Andersen
Some Basic Results on the Extension of Quasi-likelihood Based Measurement Error Correction to Multivariate and Flexible Structural Models
29
8
T. Augustin
On the Optimal Number of Clusters in Histogram Clustering
37
10
J. M. Buhmann
M. Held
The Dual Dynamic Factor Analysis Models
47
12
R. Coppi
P. D'Urso
Joint Non-symmetrical Correspondence Analysis with Ordered Categories
59
8
L. D'Ambra
R. Lombardo
P. Amenta
Regression Analysis of Extremely Multicollinear Data
67
8
N. Fickel
Modern Data Analysis: A Clash of Paradigms
75
12
D. J. Hand
Two-mode Clustering with Genetic Algorithms
87
8
J. Hansohm
Exact Tests for the Comparison of Binary Data Structures in Time
95
12
J. Krauth
Connected Maximum Split Clustering of Ladder Graphs
107
8
I. Lari
A Generalization of Two-mode Three-way Asymmetric Multidimensional Scaling
115
8
A. Okada
T. Imaizumi
Central Limit Theorem for Probabilities of Correct Classification
123
8
W.-D. Richter
A New Model for the Analysis of Multitrait-multimethod Data
131
8
R. Rocci
G. Bove
Discrete and Continuous Models for Two-way Data
139
10
M. Vichi
Part 2: Pattern Recognition and Automation
149
30
Towards Feature Fusion--A Classifier on the Basis of Automatically Generated Significant Contour Sections
151
8
D. Pechtel
K.-D. Kuhnert
Convex Discriminant Analysis Tools for Non Convex Pattern Recognition
159
8
M. Remon
Sparse Kernel Feature Analysis
167
12
A. J. Smola
O. L. Mangasarian
B. Scholkopf
Part 3: Data Mining, Information Processing, and Automation
179
74
Exploring Association Rules by Interactive Graphics
181
8
H. Hofmann
A. Wilhelm
Classification of Texts with Support Vector Machines: An Examination of the Efficiency of Kernels and Data-transformations
189
10
J. Kindermann
E. Leopold
Text Mining with the Help of Cohesion Trees
199
8
A. Mehler
New Features of Categorical Principal Components Analysis for Complicated Data Sets, Including Data Mining
207
12
J. J. Meulman
A. J. van der Kooij
A. Babinec
Supplement of Information: Data Integration by Classification of Paris of Records
219
8
M. Neiling
H.-J. Lenz
The Completion of Missing Values by Neural Nets for Data Mining
227
8
A. Ultsch
S. Rolf
Knowledge landscapes: Clustering Hypermedia Course Content for Efficient Overviews
235
10
E. Weippl
H. Lohninger
Simplification of Knowledge Discovery using ``Structure Classification''
245
8
S. Zumpe
W. Esswein
Part 4: New Media, Web Mining, and Automation
253
68
Natural Language-based Specification and Fuzzy Logic for the Multimedia Development Process
255
10
K. Alfert
M. Heiduck
A Tool System for an Object-oriented Approach to Construction and Maintenance of Hypermedia Documents
265
8
A. Fronk
Recommendations for Virtual Universities from Observed User Behavior
273
8
A. Geyer-Schulz
M. Hahsler
M. Jahn
Virtual Dialect Areas in the Internet: ``Townchats''
281
8
B. Kelle
The Navigation Problem in the World-Wide-Web
289
10
M. Levene
Mining Web Usage Data for Automatic Site Personalization
299
14
B. Mobasher
Integrating Combinatorial Relationships in a Cartography for Web Site Promotion
313
8
F. Velin
P. Kuntz
H. Briand
Part 5: Applications in Management Science, Finance, and Marketing
321
98
Common Due Date Scheduling--Straddling Jobs and Due Windows
323
10
M. Feldmann
Curency Derivatives in German Non-financials: Empirical Evidence on Theoretical Approaches
333
10
D. Mahayni
Data Visualization and Preparation by Separating Sales Force Data
343
8
Matthias Meyer
Fuzzy Scenario Evaluation
351
8
M. Missler-Behr
Fair Stock Risk Premiums under Firm-specific Price Jumps
359
8
B. Nietert
What Components Determine Stock Market Returns in the 1990's?
367
8
M. Pojarliev
W. Polasek
A Comparison of Estimators for Multivariate ARCH Models
375
8
W. Polasek
S. Liu
Pricing of a New Integrated Risk Reinsurance Product
383
8
H. Schmeiser
A Multiple Method Approach for Discrimination and Classification in Marketing Research
391
10
T. Temme
Goodness-of-Fit Measures for Two-mode Cluster Analyses
401
8
A. Unterreitmeier
M. Schwaiger
On Volatility Transfers During the Asia Crisis in 1997--1998
409
10
E. Zahnd
Part 6: Applications in Medicine, Biology, Archaeology, and Others
419
112
QTL Mapping in Plant Populations
421
8
K. Emrich
Robust Multivariate Methods in Geostatistics
429
8
P. Filzmoser
C. Reimann
Resampling Methods in Physical Mapping
437
8
S. Heber
J. Stoye
M. Frohme
J. Hoheisel
M. Vingron
Validating Dialect Comparison Methods
445
8
W. Heeringa
J. Nerbonne
P. Kleiweg
Rater Classification on the Basis of Latent Features in Responding to Situations
453
10
M. Meulders
P. De Boeck
I. Van Mechelen
Results of Automatic Conversion of Diagnoses from ICD-9 to ICD-10 for Cancer Registration
463
8
Martin Meyer
M. Franzkowiak de Rodriguez
Exploring Roman Brick and Tile by Cluster Analysis with Validation of Results
471
8
H.-J. Mucha
H.-G. Bartel
J. Dolata
Relief Intensity and the Formation of the Archaeological Record
479
12
T. Saile
Spatio-Temporal Modeling of Cancer Mortality Rates
491
8
U. Schach
The Classification of Critical Periods for Melanoma Development due to UV-Radiation
499
8
D. Schneider
A. Pfahlberg
O. Gefeller
Classification in the Prescription of Medicaments
507
8
R. Schuster
D. Melcher
Effects of Independent Non-differential Misclassification on the Attributable Risk
515
8
C. Vogel
M. Land
O. Gefeller
A New Approach to Discriminant Analysis with Longitudinal Data
523
8
K. -D. Wernecke
Author Index
531
2
Subject Index
533