From Data and Information Analysis to Knowledge Engineering

Text Mining in Action!

Seiten 52-62

Mladenič, Dunja

Identification of Real-world Objects in Multiple Databases

Seiten 63-74

Neiling, Mattis

Kernels for Predictive Graph Mining

Seiten 75-86

Wrobel, Stefan (et al.)

PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees

Seiten 87-94

Arnrich, Bert (et al.)

Latent Class Analysis and Model Selection

Seiten 95-102

Dias, José G.

An Indicator for the Number of Clusters: Using a Linear Map to Simplex Structure

Seiten 103-110

Weber, Marcus (et al.)

On the Use of Some Classification Quality Measure to Construct Mean Value Estimates Under Nonresponse

Seiten 111-118

Gamrot, Wojciech

A Wrapper Feature Selection Method for Combined Tree-based Classifiers

Seiten 119-125

Gatnar, Eugeniusz

Input Variable Selection in Kernel Fisher Discriminant Analysis

Seiten 126-133

Louw, Nelmarie (et al.)

The Wavelet Packet Based Cepstral Features for Open Set Speaker Classification in Marathi

Seiten 134-141

Patil, Hemant A. (et al.)

A New Effective Algorithm for Stepwise Principle Components Selection in Discriminant Analysis

Seiten 142-149

Serikova, Ekaterina (et al.)

A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets

Seiten 150-157

Sommer, David (et al.)

Discriminant Analysis of Polythetically Described Older Palaeolithic Stone Flakes: Possibilities and Questions

Seiten 158-165

Weber, Thomas

Model-based Density Estimation by Independent Factor Analysis

Seiten 166-173

Calò, Daniela G. (et al.)

Identifying Multiple Cluster Structures Through Latent Class Models

Seiten 174-181

Galimberti, Giuliano (et al.)

Gene Selection in Classification Problems via Projections onto a Latent Space

Seiten 182-189

Pillati, Marilena (et al.)

The Recovery Performance of Two-mode Clustering Methods: Monte Carlo Experiment

Seiten 190-197

Krolak-Schwerdt, Sabine (et al.)

On the Comparability of Relialibility Measures: Bifurcation Analysis of Two Measures in the Case of Dichotomous Ratings

Seiten 198-205

Ostermann, Thomas (et al.)

On Active Learning in Multi-label Classification

Seiten 206-213

Brinker, Klaus

From Ranking to Classification: A Statistical View

Seiten 214-221

Clémençon, Stéphan (et al.)

Assessing Unidimensionality within PLS Path Modeling Framework

Seiten 222-229

Sahmer, Karin (et al.)

The Partial Robust M-approach

Seiten 230-237

Serneels, Sven (et al.)

Classification in PLS Path Models and Local Model Optimisation

Seiten 238-245

Squillacciotti, Silvia

Hierarchical Clustering by Means of Model Grouping

Seiten 246-253

Agostinelli, Claudio (et al.)

Deepest Points and Least Deep Points: Robustness and Outliers with MZE

Seiten 254-261

Becker, Claudia (et al.)

Robust Transformations and Outlier Detection with Autocorrelated Data

Seiten 262-269

Cerioli, Andrea (et al.)

Robust Multivariate Methods: The Projection Pursuit Approach

Seiten 270-277

Filzmoser, Peter (et al.)

Finding Persisting States for Knowledge Discovery in Time Series

Seiten 278-285

Mörchen, Fabian (et al.)

Restricted Co-inertia Analysis

Seiten 286-293

Amenta, Pietro (et al.)

Hausman Principal Component Analysis

Seiten 294-301

Choulakian, Vartan (et al.)

Nonlinear Time Series Modelling: Monitoring a Drilling Process

Seiten 302-309

Messaoud, Amor (et al.)

Word Length and Frequency Distributions in Different Text Genres

Seiten 310-317

Antić, Gordana (et al.)

Bootstrapping an Unsupervised Morphemic Analysis

Seiten 318-325

Benden, Christoph

Automatic Extension of Feature-based Semantic Lexicons via Contextual Attributes

Seiten 326-333

Biemann, Chris (et al.)

Learning Ontologies to Improve Text Clustering and Classification

Seiten 334-341

Bloehdorn, Stephan (et al.)

Discovering Communities in Linked Data by Multi-view Clustering

Seiten 342-349

Drost, Isabel (et al.)

Crosslinguistic Computation and a Rhythm-based Classification of Languages

Seiten 350-357

Fenk, August (et al.)

Using String Kernels for Classification of Slovenian Web Documents

Seiten 358-365

Fortuna, Blaž (et al.)

Semantic Decomposition of Character Encodings for Linguistic Knowledge Discovery

Seiten 366-373

Gibbon, Dafydd (et al.)

Applying Collaborative Filtering to Real-life Corporate Data

Seiten 374-381

Grcar, Miha (et al.)

Quantitative Text Typology: The Impact of Sentence Length

Seiten 382-389

Kelih, Emmerich (et al.)

A Hybrid Machine Learning Approach for Information Extraction from Free Text

Seiten 390-397

Neumann, Günter

Text Classification with Active Learning

Seiten 398-405

Novak, Blaž (et al.)

Towards Structure-sensitive Hypertext Categorization

Seiten 406-413

Mehler, Alexander (et al.)

Evaluating the Performance of Text Mining Systems on Real-world Press Archives

Seiten 414-421

Paaß, Gerhard (et al.)

Part-of-Speech Induction by Singular Value Decomposition and Hierarchical Clustering

Seiten 422-429

Rapp, Reinhard

Near Similarity Search and Plagiarism Analysis

Seiten 430-437

Stein, Benno (et al.)

Objective Function-based Discretization

Seiten 438-445

Höppner, Frank

Understanding and Controlling the Membership Degrees in Fuzzy Clustering

Seiten 446-453

Klawonn, Frank

Autonomous Sensor-based Landing Systems: Fusion of Vague and Incomplete Information by Application of Fuzzy Clustering Techniques

Seiten 454-461

Korn, Bernd

Outlier Preserving Clustering for Structured Data Through Kernels

Seiten 462-469

Lesot, Marie-Jeanne

Classification-relevant Importance Measures for the West German Business Cycle

Seiten 470-477

Enache, Daniel (et al.)

The Classification of Local and Branch Labour Markets in the Upper Silesia

Seiten 478-485

Hantke, Witold

An Overview of Artificial Life Approaches for Clustering

Seiten 486-493

Kämpf, David (et al.)

Design Problems of Complex Economic Experiments

Seiten 494-501

Kunze, Jonas

Traffic Sensitivity of Long-term Regional Growth Forecasts

Seiten 502-509

Polasek, Wolfgang (et al.)

Spiralling in BTA Deep-hole Drilling: Models of Varying Frequencies

Seiten 510-517

Raabe, Nils (et al.)

Analysis of the Economic Development of Districts in Poland as a Basis for the Framing of Regional Policies

Seiten 518-525

Rozkrut, Monika (et al.)

The Classification of Candlestick Charts: Laying the Foundation for Further Empirical Research

Seiten 526-533

Etschberger, Stefan (et al.)

Modeling and Estimating the Credit Cycle by a Probit-AR(1)-Process

Seiten 534-541

Höse, Steffi (et al.)

Comparing and Selecting SVM-Kernels for Credit Scoring

Seiten 542-549

Stecking, Ralf (et al.)

Value at Risk Using the Principal Components Analysis on the Polish Power Exchange

Seiten 550-557

Trzpiot, Grażyna (et al.)

A Market Basket Analysis Conducted with a Multivariate Logit Model

Seiten 558-565

Boztuğ, Yasemin (et al.)

Solving and Interpreting Binary Classification Problems in Marketing with SVMs

Seiten 566-573

Nalbantov, Georgi (et al.)

Modeling the Nonlinear Relationship Between Satisfaction and Loyalty with Structural Equation Models

Seiten 574-581

Paulssen, Marcel (et al.)

Job Choice Model to Measure Behavior in a Multi-stage Decision Process

Seiten 582-589

Spengler, Thomas (et al.)

Semiparametric Stepwise Regression to Estimate Sales Promotion Effects

Seiten 590-597

Steiner, Winfried J. (et al.)

Implications of Probabilistic Data Modeling for Mining Association Rules

Seiten 598-605

Hahsler, Michael (et al.)

Copula Functions in Model Based Clustering

Seiten 606-613

Jajuga, Krzysztof (et al.)

Attribute-aware Collaborative Filtering

Seiten 614-621

Tso, Karen (et al.)

Towards a Flexible Framework for Open Source Software for Handwritten Signature Analysis

Seiten 622-629

Guest, Richard (et al.)

Multimodal Biometric Authentication System Based on Hand Features

Seiten 630-637

Pavešić, Nikola (et al.)

Labelling and Authentication for Medical Imaging Through Data Hiding

Seiten 638-645

Rosa, Alessia (et al.)

Hand-geometry Recognition Based on Contour Landmarks

Seiten 646-653

Veldhuis, Raymond (et al.)

A Cross-cultural Evaluation Framework for Behavioral Biometric User Authentication

Seiten 654-661

Wolf, F. (et al.)

On External Indices for Mixtures: Validating Mixtures of Genes

Seiten 662-669

Costa, Ivan G. (et al.)

Tests for Multiple Change Points in Binary Markov Sequences

Seiten 670-677

Krauth, Joachim

UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data

Seiten 678-683

Ultsch, Alfred

A Ridge Classification Method for High-dimensional Observations

Seiten 684-691

Grüning, Martin (et al.)

Assessing the Trustworthiness of Clustering Solutions Obtained by a Function Optimization Scheme

Seiten 692-699

Möller, Ulrich (et al.)

Variable Selection for Discrimination of More Than Two Classes Where Data are Sparse

Seiten 700-707

Szepannek, Gero (et al.)

The Assessment of Second Primary Cancers (SPCs) in a Series of Splenic Marginal Zone Lymphoma (SMZL) Patients

Seiten 708-715

Cantis, Stefano (et al.)

Heart Rate Classification Using Support Vector Machines

Seiten 716-723

Vogt, Michael (et al.)

Visual Mining in Music Collections

Seiten 724-731

Mörchen, Fabian (et al.)

Modeling Memory for Melodies

Seiten 732-739

Müllensiefen, Daniel (et al.)

Parameter Optimization in Automatic Transcription of Music

Seiten 740-747

Weihs, Claus (et al.)

GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies

Seiten 748-758

Strackeljan, Jens (et al.)