Table of Contents

• 1-Penalty Methods for High-dimensional Data with Some Applications in GenomicsPeter Bühlmann. 1-12 [doi]
• Striving for an Adequate Vocabulary: Next Generation Metadata Dieter W. Fellner, Sven Havemann. 13-20 [doi]
• Scalable Swarm Based Fuzzy ClusteringLawrence O. Hall, Parag Kanade. 21-31 [doi]
• SolEuNet: Selected Data Mining Techniques and ApplicationsNada Lavrac. 32-39 [doi]
• Inferred Causation Theory: Time for a Paradigm Shift in Marketing Science?Josef Mazanec. 40-51 [doi]
• Text Mining in Action!Dunja Mladenic. 52-62 [doi]
• Identification of Real-world Objects in Multiple DatabasesMattis Neiling. 63-74 [doi]
• Kernels for Predictive Graph MiningStefan Wrobel, Thomas Gärtner, Tamás Horváth. 75-86 [doi]
• PRISMA: Improving Risk Estimation with Parallel Logistic Regression TreesBert Arnrich, Alexander Albert, Jörg A. Walter. 87-94 [doi]
• Latent Class Analysis and Model SelectionJosé Dias. 95-102 [doi]
• An Indicator for the Number of Clusters: Using a Linear Map to Simplex StructureMarcus Weber, Wasinee Rungsarityotin, Alexander Schliep. 103-110 [doi]
• On the Use of Some Classification Quality Measure to Construct Mean Value Estimates Under NonresponseWojciech Gamrot. 111-118 [doi]
• A Wrapper Feature Selection Method for Combined Tree-based ClassifiersEugeniusz Gatnar. 119-125 [doi]
• Input Variable Selection in Kernel Fisher Discriminant AnalysisNelmarie Louw, Sarel Steel. 126-133 [doi]
• The Wavelet Packet Based Cepstral Features for Open Set Speaker Classification in MarathiHemant A. Patil, Pranab K. Dutta, T. K. Basu. 134-141 [doi]
• A New Effective Algorithm for Stepwise Principle Components Selection in Discriminant AnalysisEkaterina Serikova, Eugene Zhuk. 142-149 [doi]
• A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data SetsDavid Sommer, Martin Golz. 150-157 [doi]
• Discriminant Analysis of Polythetically Described Older Palaeolithic Stone Flakes: Possibilities and QuestionsThomas Weber. 158-165 [doi]
• Model-based Density Estimation by Independent Factor AnalysisDaniela G. Calò, Angela Montanari, Cinzia Viroli. 166-173 [doi]
• Identifying Multiple Cluster Structures Through Latent Class ModelsGiuliano Galimberti, Gabriele Soffritti. 174-181 [doi]
• Gene Selection in Classification Problems via Projections onto a Latent SpaceMarilena Pillati, Cinzia Viroli. 182-189 [doi]
• The Recovery Performance of Two-mode Clustering Methods: Monte Carlo ExperimentSabine Krolak-Schwerdt, Michael Wiedenbeck. 190-197 [doi]
• On the Comparability of Relialibility Measures: Bifurcation Analysis of Two Measures in the Case of Dichotomous RatingsThomas Ostermann, Reinhard Schuster. 198-205 [doi]
• On Active Learning in Multi-label ClassificationKlaus Brinker. 206-213 [doi]
• From Ranking to Classification: A Statistical ViewStéphan Clémençon, Gábor Lugosi, Nicolas Vayatis. 214-221 [doi]
• Assessing Unidimensionality within PLS Path Modeling FrameworkKarin Sahmer, Mohamed Hanafi, Mostafa El Qannari. 222-229 [doi]
• The Partial Robust M-approachSven Serneels, Christophe Croux, Peter Filzmoser, Pierre J. Van Espen. 230-237 [doi]
• Classification in PLS Path Models and Local Model OptimisationSilvia Squillacciotti. 238-245 [doi]
• Hierarchical Clustering by Means of Model GroupingClaudio Agostinelli, Paolo Pellizzari. 246-253 [doi]
• Deepest Points and Least Deep Points: Robustness and Outliers with MZEClaudia Becker, Sebastian Scholz. 254-261 [doi]
• Robust Transformations and Outlier Detection with Autocorrelated DataAndrea Cerioli, Marco Riani. 262-269 [doi]
• Robust Multivariate Methods: The Projection Pursuit ApproachPeter Filzmoser, Sven Serneels, Christophe Croux, Pierre J. Van Espen. 270-277 [doi]
• Finding Persisting States for Knowledge Discovery in Time SeriesFabian Mörchen, Alfred Ultsch. 278-285 [doi]
• Restricted Co-inertia AnalysisPietro Amenta, Enrico Ciavolino. 286-293 [doi]
• Hausman Principal Component AnalysisVartan Choulakian, Luigi Dambra, Biagio Simonetti. 294-301 [doi]
• Nonlinear Time Series Modelling: Monitoring a Drilling ProcessAmor Messaoud, Claus Weihs, Franz Hering. 302-309 [doi]
• Word Length and Frequency Distributions in Different Text GenresGordana Antic, Ernst Stadlober, Peter Grzybek, Emmerich Kelih. 310-317 [doi]
• Automatic Extension of Feature-based Semantic Lexicons via Contextual AttributesChris Biemann, Rainer Osswald. 326-333 [doi]
• Learning Ontologies to Improve Text Clustering and ClassificationStephan Bloehdorn, Philipp Cimiano, Andreas Hotho. 334-341 [doi]
• Discovering Communities in Linked Data by Multi-view ClusteringIsabel Drost, Steffen Bickel, Tobias Scheffer. 342-349 [doi]
• Crosslinguistic Computation and a Rhythm-based Classification of LanguagesAugust Fenk, Gertraud Fenk-Oczlon. 350-357 [doi]
• Using String Kernels for Classification of Slovenian Web DocumentsBlaz Fortuna, Dunja Mladenic. 358-365 [doi]
• Semantic Decomposition of Character Encodings for Linguistic Knowledge DiscoveryDafydd Gibbon, Baden Hughes, Thorsten Trippel. 366-373 [doi]
• Applying Collaborative Filtering to Real-life Corporate DataMiha Grcar, Dunja Mladenic, Marko Grobelnik. 374-381 [doi]
• Quantitative Text Typology: The Impact of Sentence LengthEmmerich Kelih, Peter Grzybek, Gordana Antic, Ernst Stadlober. 382-389 [doi]
• A Hybrid Machine Learning Approach for Information Extraction from Free TextGünter Neumann. 390-397 [doi]
• Text Classification with Active LearningBlaz Novak, Dunja Mladenic, Marko Grobelnik. 398-405 [doi]
• Towards Structure-sensitive Hypertext CategorizationAlexander Mehler, Rüdiger Gleim, Matthias Dehmer. 406-413 [doi]
• Evaluating the Performance of Text Mining Systems on Real-world Press ArchivesGerhard Paaß, Hugo de Vries. 414-421 [doi]
• Part-of-Speech Induction by Singular Value Decomposition and Hierarchical ClusteringReinhard Rapp. 422-429 [doi]
• Near Similarity Search and Plagiarism AnalysisBenno Stein, Sven Meyer zu Eissen. 430-437 [doi]
• Objective Function-based DiscretizationFrank Höppner. 438-445 [doi]
• Understanding and Controlling the Membership Degrees in Fuzzy ClusteringFrank Klawonn. 446-453 [doi]
• Autonomous Sensor-based Landing Systems: Fusion of Vague and Incomplete Information by Application of Fuzzy Clustering TechniquesBernd Korn. 454-461 [doi]
• Outlier Preserving Clustering for Structured Data Through KernelsMarie-Jeanne Lesot. 462-469 [doi]
• Classification-relevant Importance Measures for the West German Business CycleDaniel Enache, Claus Weihs, Ursula Garczarek. 470-477 [doi]
• The Classification of Local and Branch Labour Markets in the Upper SilesiaWitold Hantke. 478-485 [doi]
• An Overview of Artificial Life Approaches for ClusteringDavid Kämpf, Alfred Ultsch. 486-493 [doi]
• Design Problems of Complex Economic ExperimentsJonas Kunze. 494-501 [doi]
• Traffic Sensitivity of Long-term Regional Growth ForecastsWolfgang Polasek, Helmut Berrer. 502-509 [doi]
• Spiralling in BTA Deep-hole Drilling: Models of Varying FrequenciesNils Raabe, Oliver Webber, Winfried Theis, Claus Weihs. 510-517 [doi]
• Analysis of the Economic Development of Districts in Poland as a Basis for the Framing of Regional PoliciesMonika Rozkrut, Dominik Rozkrut. 518-525 [doi]
• The Classification of Candlestick Charts: Laying the Foundation for Further Empirical ResearchStefan Etschberger, Henning Fock, Christian Klein, Bernhard Zwergel. 526-533 [doi]
• Modeling and Estimating the Credit Cycle by a Probit-AR(1)-ProcessSteffi Höse, Konstantin Vogl. 534-541 [doi]
• Comparing and Selecting SVM-Kernels for Credit ScoringRalf Stecking, Klaus B. Schebesch. 542-549 [doi]
• Value at Risk Using the Principal Components Analysis on the Polish Power ExchangeGrazyna Trzpiot, Alicja Ganczarek. 550-557 [doi]
• A Market Basket Analysis Conducted with a Multivariate Logit ModelYasemin Boztug, Lutz Hildebrandt. 558-565 [doi]
• Solving and Interpreting Binary Classification Problems in Marketing with SVMsGeorgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen. 566-573 [doi]
• Modeling the Nonlinear Relationship Between Satisfaction and Loyalty with Structural Equation ModelsMarcel Paulssen, Angela Sommerfeld. 574-581 [doi]
• Job Choice Model to Measure Behavior in a Multi-stage Decision ProcessThomas Spengler, Jan Malmendier. 582-589 [doi]
• Semiparametric Stepwise Regression to Estimate Sales Promotion EffectsWinfried Steiner, Christiane Belitz, Stefan Lang. 590-597 [doi]
• Implications of Probabilistic Data Modeling for Mining Association RulesMichael Hahsler, Kurt Hornik, Thomas Reutterer. 598-605 [doi]
• Copula Functions in Model Based ClusteringKrzysztof Jajuga, Daniel Papla. 606-613 [doi]
• Attribute-aware Collaborative FilteringKaren H. L. Tso, Lars Schmidt-Thieme. 614-621 [doi]
• Towards a Flexible Framework for Open Source Software for Handwritten Signature AnalysisRichard M. Guest, Michael C. Fairhurst, Claus Vielhauer. 622-629 [doi]
• Multimodal Biometric Authentication System Based on Hand FeaturesNikola Pavesic, Tadej Savic, Slobodan Ribaric. 630-637 [doi]
• Labelling and Authentication for Medical Imaging Through Data HidingAlessia De Rosa, Roberto Caldelli, Alessandro Piva. 638-645 [doi]
• Hand-geometry Recognition Based on Contour LandmarksRaymond N. J. Veldhuis, Asker M. Bazen, Wim Booij, Anne Hendrikse. 646-653 [doi]
• A Cross-cultural Evaluation Framework for Behavioral Biometric User AuthenticationFranziska Wolf, T. K. Basu, Pranab K. Dutta, Claus Vielhauer, Andrea Oermann, B. Yegnanarayana. 654-661 [doi]
• On External Indices for Mixtures: Validating Mixtures of GenesIvan G. Costa, Alexander Schliep. 662-669 [doi]
• UnitExpressions: A Rational Normalization Scheme for DNA Microarray DataAlfred Ultsch. 678-683 [doi]
• A Ridge Classification Method for High-dimensional ObservationsMartin Grüning, Siegfried Kropf. 684-691 [doi]
• Assessing the Trustworthiness of Clustering Solutions Obtained by a Function Optimization SchemeUlrich Möller, Dörte Radke. 692-699 [doi]
• Variable Selection for Discrimination of More Than Two Classes Where Data are SparseGero Szepannek, Claus Weihs. 700-707 [doi]
• The Assessment of Second Primary Cancers (SPCs) in a Series of Splenic Marginal Zone Lymphoma (SMZL) PatientsStefano De Cantis, Anna Taormina. 708-715 [doi]
• Heart Rate Classification Using Support Vector MachinesMichael Vogt, Ulrich Moissl, Jochen Schaab. 716-723 [doi]
• Visual Mining in Music CollectionsFabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm. 724-731 [doi]
• Modeling Memory for MelodiesDaniel Müllensiefen, Christian Hennig. 732-739 [doi]
• Parameter Optimization in Automatic Transcription of MusicClaus Weihs, Uwe Ligges. 740-747 [doi]
• GfKl Data Mining Competition 2005: Predicting Liquidity Crises of CompaniesJens Strackeljan, Roland Jonscher, Sigurd Prieur, David Vogel, Thomas Deselaers, Daniel Keysers, Arne Mauser, Ilja Bezrukov, Andre Hegerath. 748-758 [doi]