E-raamat: From Data and Information Analysis to Knowledge Engineering: Proceedings of the 29th Annual Conference of the Gesellschaft fur Klassifikation e.V., University of Magdeburg, March 9-11, 2005

Plenaries and Semi-plenaries.- Boosting and ?1-Penalty Methods for
High-dimensional Data with Some Applications in Genomics.- Striving for an
Adequate Vocabulary: Next Generation 'Metadata'.- Scalable Swarm Based Fuzzy
Clustering.- SolEuNet: Selected Data Mining Techniques and Applications.-
Inferred Causation Theory: Time for a Paradigm Shift in Marketing Science?.-
Text Mining in Action!.- Identification of Real-world Objects in Multiple
Databases.- Kernels for Predictive Graph Mining.- Clustering.- PRISMA:
Improving Risk Estimation with Parallel Logistic Regression Trees.- Latent
Class Analysis and Model Selection.- An Indicator for the Number of Clusters:
Using a Linear Map to Simplex Structure.- Discriminant Analysis.- On the Use
of Some Classification Quality Measure to Construct Mean Value Estimates
Under Nonresponse.- A Wrapper Feature Selection Method for Combined
Tree-based Classifiers.- Input Variable Selection in Kernel Fisher
Discriminant Analysis.- The Wavelet Packet Based Cepstral Features for Open
Set Speaker Classification in Marathi.- A New Effective Algorithm for
Stepwise Principle Components Selection in Discriminant Analysis.- A
Comparison of Validation Methods for Learning Vector Quantization and for
Support Vector Machines on Two Biomedical Data Sets.- Discriminant Analysis
of Polythetically Described Older Palaeolithic Stone Flakes: Possibilities
and Questions.- Classification with Latent Variable Models.- Model-based
Density Estimation by Independent Factor Analysis.- Identifying Multiple
Cluster Structures Through Latent Class Models.- Gene Selection in
Classification Problems via Projections onto a Latent Space.- Multiway
Classification and Data Analysis.- The Recovery Performance of Two-mode
Clustering Methods: Monte Carlo Experiment.- On the Comparability of
Relialibility Measures: Bifurcation Analysis of Two Measures in the Case of
Dichotomous Ratings.- Ranking, Multi-label Classification, Preferences.- On
Active Learning in Multi-label Classification.- From Ranking to
Classification: A Statistical View.- PLS Path Modeling, PLS Regression and
Classification.- Assessing Unidimensionality within PLS Path Modeling
Framework.- The Partial Robust M-approach.- Classification in PLS Path Models
and Local Model Optimisation.- Robust Methods in Multivariate Statistics.-
Hierarchical Clustering by Means of Model Grouping.- Deepest Points and Least
Deep Points: Robustness and Outliers with MZE.- Robust Transformations and
Outlier Detection with Autocorrelated Data.- Robust Multivariate Methods: The
Projection Pursuit Approach.- Finding Persisting States for Knowledge
Discovery in Time Series.- Data Mining and Explorative Multivariate Data
Analysis.- Restricted Co-inertia Analysis.- Hausman Principal Component
Analysis.- Nonlinear Time Series Modelling: Monitoring a Drilling Process.-
Text Mining.- Word Length and Frequency Distributions in Different Text
Genres.- Bootstrapping an Unsupervised Morphemic Analysis.- Automatic
Extension of Feature-based Semantic Lexicons via Contextual Attributes.-
Learning Ontologies to Improve Text Clustering and Classification.-
Discovering Communities in Linked Data by Multi-view Clustering.-
Crosslinguistic Computation and a Rhythm-based Classification of Languages.-
Using String Kernels for Classification of Slovenian Web Documents.- Semantic
Decomposition of Character Encodings for Linguistic Knowledge Discovery.-
Applying Collaborative Filtering to Real-life Corporate Data.- Quantitative
Text Typology: The Impact of Sentence Length.- A Hybrid Machine Learning
Approach for Information Extraction from Free Text.- Text Classification with
Active Learning.- Towards Structure-sensitive Hypertext Categorization.-
Evaluating the Performance of Text Mining Systems on Real-world Press
Archives.- Part-of-Speech Induction by Singular Value Decomposition and
Hierarchical Clustering.- Near Similarity Search and Plagiarism Analysis.-
Fuzzy Data Analysis.- Objective Function-based Discretization.- Understanding
and Controlling the Membership Degrees in Fuzzy Clustering.- Autonomous
Sensor-based Landing Systems: Fusion of Vague and Incomplete Information by
Application of Fuzzy Clustering Techniques.- Outlier Preserving Clustering
for Structured Data Through Kernels.- Economics and Mining in Business
Processes.- Classification-relevant Importance Measures for the West German
Business Cycle.- The Classification of Local and Branch Labour Markets in the
Upper Silesia.- An Overview of Artificial Life Approaches for Clustering.-
Design Problems of Complex Economic Experiments.- Traffic Sensitivity of
Long-term Regional Growth Forecasts.- Spiralling in BTA Deep-hole Drilling:
Models of Varying Frequencies.- Analysis of the Economic Development of
Districts in Poland as a Basis for the Framing of Regional Policies.- Banking
and Finance.- The Classification of Candlestick Charts: Laying the Foundation
for Further Empirical Research.- Modeling and Estimating the Credit Cycle by
a Probit-AR(1)-Process.- Comparing and Selecting SVM-Kernels for Credit
Scoring.- Value at Risk Using the Principal Components Analysis on the Polish
Power Exchange.- Marketing.- A Market Basket Analysis Conducted with a
Multivariate Logit Model.- Solving and Interpreting Binary Classification
Problems in Marketing with SVMs.- Modeling the Nonlinear Relationship Between
Satisfaction and Loyalty with Structural Equation Models.- Job Choice Model
to Measure Behavior in a Multi-stage Decision Process.- Semiparametric
Stepwise Regression to Estimate Sales Promotion Effects.- Adaptivity and
Personalization.- Implications of Probabilistic Data Modeling for Mining
Association Rules.- Copula Functions in Model Based Clustering.-
Attribute-aware Collaborative Filtering.- User and Data Authentication in IT
Security.- Towards a Flexible Framework for Open Source Software for
Handwritten Signature Analysis.- Multimodal Biometric Authentication System
Based on Hand Features.- Labelling and Authentication for Medical Imaging
Through Data Hiding.- Hand-geometry Recognition Based on Contour Landmarks.-
A Cross-cultural Evaluation Framework for Behavioral Biometric User
Authentication.- Bioinformatics and Biostatistics.- On External Indices for
Mixtures: Validating Mixtures of Genes.- Tests for Multiple Change Points in
Binary Markov Sequences.- UnitExpressions: A Rational Normalization Scheme
for DNA Microarray Data.- Classification of High-dimensional Biological and
Medical Data.- A Ridge Classification Method for High-dimensional
Observations.- Assessing the Trustworthiness of Clustering Solutions Obtained
by a Function Optimization Scheme.- Variable Selection for Discrimination of
More Than Two Classes Where Data are Sparse.- Medical and Health Sciences.-
The Assessment of Second Primary Cancers (SPCs) in a Series of Splenic
Marginal Zone Lymphoma (SMZL) Patients.- Heart Rate Classification Using
Support Vector Machines.- Music Analysis.- Visual Mining in Music
Collections.- Modeling Memory for Melodies.- Parameter Optimization in
Automatic Transcription of Music.- Data Mining Competition.- GfKl Data Mining
Competition 2005: Predicting Liquidity Crises of Companies.