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Tables of Contents for Data Analysis and Information Systems
Chapter/Section Title
Page #
Page Count
Preface
V
6
Table of Contents
XI
Section 1: Classification and Clustering
3
98
MDL for Mixtures of Normal Distributions
3
12
Peter G. Bryant
A New Algorithm for Two-Mode Clustering
15
9
Wolfgang Gaul
Martin Schader
Computational Methods in Clustering from a Mathematical Programming Viewpoint
24
17
Pierre Hansen
Brigitte Jaumard
Classification of Time Series with Optimized Time-Frequency Representations
41
11
Christoph Heitz
Cluster Analysis Using Spatial Autocorrelation
52
12
Mushtaq Hussain
Klemens Fuchs
Bounds for p-values of Combinatorial Tests for Clustering in Epidemiology
64
9
Joachim Krauth
Probability Distributions on Indexed Dendrograms and Related Problems of Classifiability
73
15
Bernard Van Cutsem
Bernard Ycart
On the Validation of Classification Trees
88
13
Klaus-Dieter Wernecke
Kurt Possinger
Gerd Kalb
Section 2: Uncertainty and Fuzziness
101
62
Modeling Weak Information with Generalized Basic Probability Assignments
101
13
Thomas Augustin
Validity Measures for Fuzzy Partitions
114
12
Christian Back
Mushtaq Hussain
Uncertainty and Actor-Oriented Information Retrieval in XXX-AKCESS. An Approach Based on Fuzzy Set Theory
126
13
Peter Mutschke
The "Combination Problem" for Probability Intervals: Necessary Assumptions
139
11
Sigrid Pohlmann
A Classification System for Uncertainty Theories: How to Select an Appropriate Formalism?
150
13
Elisabeth Umkehrer
Kerstin Schill
Section 3: Methods of Data Analysis and Applications
163
80
Analyzing Paired Comparisons Data Using Probabilistic Ideal Point Models and Probabilistic Vector Models
163
12
Daniel Baier
Wolfgang Gaul
Consensus Rules for Molecular Sequences: Open Problems
175
11
Hans-Hermann Bock
William H. E. Day
Fred R. McMorris
Latent Dimensions of Managers' Risk Perception: An Application of Correspondence Analysis
186
11
Claudia Mennicken
Ingo Balderjahn
Analysis of the Behaviour of New Car Buyers
197
11
Stefan Ohl
Statistical Analysis of Spatial Data in Geographic Information Systems
208
9
Ulrich Streit
Analysis of Spatio-Temporal Data Using Interactive Statistical Graphics
217
11
Martin Theus
Representation of Finite Ordinal Data in Real Vector Spaces
228
15
Uta Wille
Section 4: Statistical Models and Methods
243
58
Statistical Models and Artificial Neural Networks
243
18
Gerhard Arminger
Daniel Enache
Smoothing for Categorical Data: Discrete Kernel Regression and Local Likelihood Approaches
261
11
Gerhard Tutz
Computer-based Design of Experiments in Industry
272
17
Claus Weihs
Wolfgang Seewald
Testing Simple Hypotheses
289
12
Robert L. Wolpert
Section 5: Bayesian Learning
301
54
Bayesian Hierarchical Models for Random Routes in Finite Populations
301
12
Maria J. Bayarri
Begona Font
Metropolis Sampling in Bilinear Time Series Models
313
10
Katja Ickstadt
Song Jin
Wolfgang Polasek
Exact Likelihood Function Forms for an ARFIMA Process
323
9
Jeffrey S. Pai
Nalini Ravishanker
Learning about Degradation Models and Prognostic Factors
332
10
Lawrence I. Pettit
Bayesian Classification Using Predictive Diagnostic Measures
342
13
Karen D. S. Young
Section 6: Conceptual Classification, Knowledge Ordering and Information Systems
355
142
On the Relationship between Description Logics and Conceptual Graphs with some References to the Medical Domain
355
15
Josef Ingenerf
The Design of an Interpreter for Dialog-Controlled Rule Systems
370
10
Rainer Kiel
Martin Schader
Conceptual Classifications and Nomenclatures in Medicine
380
16
Rudiger Klar
Albrecht ZaiXXX
A Method for the Detection of Sources in the Logic Information System LIS
396
10
Wolfgang Lenski
Two Conceptual Approaches to Acquire Human Expert Knowledge in a Complex Real World Domain
406
10
Thomas P. Reinartz
Monika Zickwolff
Terminology and Knowledge Representation in Complex Domains
416
11
Michael M. Richter
Gabriele Schmidt
Marina Schneider
Knowledge Spaces and Formal Concept Analysis
427
10
Anja Rusch
Rudolf Wille
A Deductive Approach for Knowledge Base Refinement in Expert Systems and its Application to Credit Analysis
437
10
Heribert Schimpe
Martin Staudt
Britt Kauert
Achim Sperber
Knowledge Representation of Pathological States
447
10
Stefan Schulz
Attribute Exploration with Background Implications and Exceptions
457
13
Gerd Stumme
Integrating an OR Model Base into a Knowledge-Based System for Marketing Data Analysis
470
11
Frank Wartenberg
Wolfgang Gaul
LIS THESAURUS: A Model for Structuring and Representing Concepts of Mathematical Logic
481
16
Elisabeth Wette-Roch
Section 7: Linguistics and Dialectometry
497
44
Gender Classification of German Nouns: Symbolic and Sub-Symbolic Approaches
497
9
Petra Badry
Sven Naumann
Automatic Inference of DATR Theories
506
10
Petra Barg
Probability Distributions of Polysemantic Expressions
516
10
Edda Leopold
German Dialectometry
526
15
Guillaume Schiltz
Subject Index (including List of Authors)
541