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Viewing Publication 1 - 100 from 511

2014

Data Analysis, Machine Learning and Knowledge Discovery - Proceedings of the 36th Annual Conference of the Gesellschaft für Klassifikation e. V., Hildesheim, Germany, August 2012Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning, editors, Studies in Classification, Data Analysis, and Knowledge Organization, Springer, 2014. [doi]

2012

Implementing Inductive Concept Learning For Cooperative Query AnsweringMaheen Bakhtyar, Nam Dang, Katsumi Inoue, Lena Wiese. gfkl 2014: 127-134 [doi]

The Dangers of Using Intention as a Surrogate for Retention in Brand Positioning Decision Support SystemsMichel Ballings, Dirk Van den Poel. gfkl 2014: 181-188 [doi]

On Limiting Donor Usage for Imputation of Missing Data via Hot Deck MethodsUdo Bankhofer, Dieter William Joenssen. gfkl 2014: 3-11 [doi]

Tone Onset Detection Using an Auditory ModelNadja Bauer, Klaus Friedrichs, Dominik Kirchhoff, Julia Schiffner, Claus Weihs. gfkl 2014: 315-324 [doi]

The Most Dangerous Districts of DortmundTim Beige, Thomas Terhorst, Claus Weihs, Holger Wormer. gfkl 2014: 13-21 [doi]

On the Discriminative Power of Credit Scoring Systems Trained on Independent SamplesMiguel Biron, Cristián Bravo. gfkl 2014: 247-254 [doi]

Benchmarking Classification Algorithms on High-Performance Computing ClustersBernd Bischl, Julia Schiffner, Claus Weihs. gfkl 2014: 23-31 [doi]

Clustering Large Datasets Using Data Stream Clustering TechniquesMatthew Bolaños, John Forrest, Michael Hahsler. gfkl 2014: 135-143 [doi]

Visual Models for Categorical Data in Economic ResearchJustyna Brzezinska. gfkl 2014: 33-40 [doi]

Rank Aggregation for Candidate Gene IdentificationAndre Burkovski, Ludwig Lausser, Johann M. Kraus, Hans A. Kestler. gfkl 2014: 285-293 [doi]

A Unifying Framework for GPR Image ReconstructionAndre Busche, Ruth Janning, Tomás Horváth, Lars Schmidt-Thieme. gfkl 2014: 325-332 [doi]

Feedback Prediction for BlogsKrisztian Buza. gfkl 2014: 145-152 [doi]

Recognition of Musical Instruments in Intervals and ChordsMarkus Eichhoff, Claus Weihs. gfkl 2014: 333-341 [doi]

A Practical Method of Determining Longevity and Premature-Death Risk Aversion in Households and Some Proposals of Its ApplicationLukasz Feldman, Radoslaw Pietrzyk, Pawel Rokita. gfkl 2014: 255-264 [doi]

Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21 - 23, 2010Wolfgang Gaul, Andreas Geyer-Schulz, Lars Schmidt-Thieme, Jonas Kunze, editors, Studies in Classification, Data Analysis, and Knowledge Organization, Springer, 2012. [doi]

ANOVA and Alternatives for Causal InferencesSonja Hahn. gfkl 2014: 343-350 [doi]

Unsupervised Dimension Reduction Methods for Protein Sequence ClassificationDominik Heider, Christoph Bartenhagen, J. Nikolaj Dybowski, Sascha Hauke, Martin Pyka, Daniel Hoffmann. gfkl 2014: 295-302 [doi]

How Many Bee Species? A Case Study in Determining the Number of ClustersChristian Hennig. gfkl 2014: 41-49 [doi]

Testing Models for Medieval Settlement LocationIrmela Herzog. gfkl 2014: 351-358 [doi]

Supporting Selection of Statistical TechniquesKay F. Hildebrand. gfkl 2014: 359-367 [doi]

Alignment Methods for Folk Tune ClassificationRuben Hillewaere, Bernard Manderick, Darrell Conklin. gfkl 2014: 369-377 [doi]

Two-Step Linear Discriminant Analysis for Classification of EEG DataNguyen Hoang Huy, Stefan Frenzel, Christoph Bandt. gfkl 2014: 51-59 [doi]

Comparing Regression Approaches in Modelling Compensatory and Noncompensatory Judgment FormationThomas Hörstermann, Sabine Krolak-Schwerdt. gfkl 2014: 379-387 [doi]

Sensitivity Analyses for the Mixed Coefficients Multinomial Logit ModelDaniel Kasper, Ali Ünlü, Bernhard Gschrey. gfkl 2014: 389-396 [doi]

Correlation of Outliers in Multivariate DataBartosz Kaszuba. gfkl 2014: 265-272 [doi]

Predictive Validity of Tracking Decisions: Application of a New Validation CriterionFlorian Klapproth, Sabine Krolak-Schwerdt, Thomas Hörstermann, Romain Martin. gfkl 2014: 61-69 [doi]

α-Classification of Asymmetric and Fat-Tailed DataTatjana Lange, Karl Mosler, Pavlo Mozharovskyi. gfkl 2014: 71-78 [doi]

The Alpha-Procedure: A Nonparametric Invariant Method for Automatic Classification of Multi-Dimensional ObjectsTatjana Lange, Pavlo Mozharovskyi. gfkl 2014: 79-86 [doi]

Multinomial SVM Item Recommender for Repeat-Buying ScenariosChristina Lichtenthäler, Lars Schmidt-Thieme. gfkl 2014: 189-197 [doi]

Confidence Measures in Automatic Music ClassificationHanna M. Lukashevich. gfkl 2014: 397-405 [doi]

Support Vector Machines on Large Data Sets: Simple Parallel ApproachesOliver Meyer, Bernd Bischl, Claus Weihs. gfkl 2014: 87-95 [doi]

Predicting Changes in Market Segments Based on Customer BehaviorAnneke Minke, Klaus Ambrosi. gfkl 2014: 199-207 [doi]

Spectral Clustering: Interpretation and Gaussian ParameterSandrine Mouysset, Joseph Noailles, Daniel Ruiz, Clovis Tauber. gfkl 2014: 153-162 [doi]

Dual Scaling Classification and Its Application in ArchaeometryHans-Joachim Mucha, Hans-Georg Bartel, Jens Dolata. gfkl 2014: 105-113 [doi]

Soft Bootstrapping in Cluster Analysis and Its Comparison with Other Resampling MethodsHans-Joachim Mucha, Hans-Georg Bartel. gfkl 2014: 97-104 [doi]

Symbolic Cluster Ensemble based on Co-Association Matrix versus Noisy Variables and OutliersMarcin Pelka. gfkl 2014: 209-216 [doi]

Using Clustering Across Union Catalogues to Enrich Entries with Indexing InformationMagnus Pfeffer. gfkl 2014: 437-445 [doi]

Value-at-Risk Backtesting Procedures Based on Loss Functions: Simulation Analysis of the Power of TestsKrzysztof Piontek. gfkl 2014: 273-281 [doi]

Text Mining for Ontology ConstructionSilke Rehme, Michael Schwantner. gfkl 2014: 447-454 [doi]

Data Enrichment in Discovery Systems Using Linked DataDominique Ritze, Kai Eckert 0001. gfkl 2014: 455-462 [doi]

Image Feature Selection for Market Segmentation: A Comparison of Alternative ApproachesSusanne Rumstadt, Daniel Baier. gfkl 2014: 217-225 [doi]

Three Transductive Set Covering MachinesFlorian Schmid, Ludwig Lausser, Hans A. Kestler. gfkl 2014: 303-311 [doi]

The Validity of Conjoint Analysis: An Investigation of Commercial Studies Over TimeSebastian Selka, Daniel Baier, Peter Kurz. gfkl 2014: 227-234 [doi]

On the Problem of Error Propagation in Classifier Chains for Multi-label ClassificationRobin Senge, Juan José del Coz, Eyke Hüllermeier. gfkl 2014: 163-170 [doi]

Using Latent Class Models with Random Effects for Investigating Local DependenceMatthias Trendtel, Ali Ünlü, Daniel Kasper, Sina Stubben. gfkl 2014: 407-416 [doi]

Music Genre Prediction by Low-Level and High-Level CharacteristicsIgor Vatolkin, Günther Rötter, Claus Weihs. gfkl 2014: 427-434 [doi]

Statistical Comparison of Classifiers for Multi-objective Feature Selection in Instrument RecognitionIgor Vatolkin, Bernd Bischl, Günter Rudolph, Claus Weihs. gfkl 2014: 171-178 [doi]

Solving Product Line Design Optimization Problems Using Stochastic ProgrammingSascha Voekler, Daniel Baier. gfkl 2014: 235-243 [doi]

Gamma-Hadron-Separation in the MAGIC ExperimentTobias Voigt, Roland Fried, Michael Backes 0002, Wolfgang Rhode. gfkl 2014: 115-124 [doi]

The OECD's Programme for International Student Assessment (PISA) Study: A Review of Its Basic Psychometric ConceptsAli Ünlü, Daniel Kasper, Matthias Trendtel, Michael Schurig. gfkl 2014: 417-425 [doi]

2010

Calculating a Distributional Similarity Kernel using the Nyström ExtensionMarkus Arndt, Ulrich Arndt. gfkl 2012: 331-339 [doi]

Checking Serial Independence of Residuals from a Nonlinear ModelLuca Bagnato, Antonio Punzo. gfkl 2012: 203-211 [doi]

Analysis of Network Data Based on Probability Neighborhood CliquesAndreas Baumgart, Ulrich Müller-Funk. gfkl 2012: 215-223 [doi]

Clustering Temporal Population Patterns in Switzerland (1850-2000)Martin Behnisch, Alfred Ultsch. gfkl 2012: 163-171 [doi]

Conditional Factor Models for European BanksWolfgang Bessler, Philipp Kurmann. gfkl 2012: 435-442 [doi]

p-adic Methods in Stereo VisionPatrick Erik Bradley. gfkl 2012: 173-182 [doi]

Reduced Versus Complete Space Configurations in Total Information AnalysisJosé G. Clavel, Shizuhiko Nishisato. gfkl 2012: 91-99 [doi]

Musical Instrument Recognition by High-Level FeaturesMarkus Eichhoff, Claus Weihs. gfkl 2012: 373-381 [doi]

Discovering Possible Patterns Associations Among Drug PrescriptionsJoana Fernandes, Orlando Belo. gfkl 2012: 465-473 [doi]

Advances in Data Analysis, Data Handling and Business Intelligence - Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008Andreas Fink, Berthold Lausen, Wilfried Seidel, Alfred Ultsch, editors, Studies in Classification, Data Analysis, and Knowledge Organization, Springer, 2010. [doi]

Cluster Analytic Strategy for Identification of Metagenes Relevant for Prognosis of Node Negative Breast CancerEvgenia Freis, Silvia Selinski, Jan G. Hengstler, Katja Ickstadt. gfkl 2012: 475-483 [doi]

The Recognition of Consonance Is not Impaired by Intonation Deviations: A Revised TheoryJobst Peter Fricke. gfkl 2012: 383-391 [doi]

Text Categorization in R: A Reduced N-Gram ApproachWilhelm M. Geiger, Johannes Rauch, Patrick Mair, Kurt Hornik. gfkl 2012: 341-349 [doi]

Network Data as Contiguity Constraints in Modeling Preference DataGiuseppe Giordano, Germana Scepi. gfkl 2012: 233-241 [doi]

Clustering Coefficients of Random Intersection GraphsErhard Godehardt, Jerzy Jaworski, Katarzyna Rybarczyk. gfkl 2012: 243-253 [doi]

Immersive Dynamic Visualization of Interactions in a Social NetworkNicolas Greffard, Fabien Picarougne, Pascale Kuntz. gfkl 2012: 255-262 [doi]

Evaluation of Spatial Cluster Detection Algorithms for Crime LocationsMarco Helbich, Michael Leitner. gfkl 2012: 193-201 [doi]

PLS-MGA: A Non-Parametric Approach to Partial Least Squares-based Multi-Group AnalysisJörg Henseler. gfkl 2012: 495-501 [doi]

HOMALS for Dimension Reduction in Information RetrievalKay F. Hildebrand, Ulrich Müller-Funk. gfkl 2012: 353-361 [doi]

Teachers' Typology of Student Categories: A Cluster Analytic StudyThomas Hörstermann, Sabine Krolak-Schwerdt. gfkl 2012: 547-555 [doi]

An EM Algorithm for the Student-t Cluster-Weighted ModelingSalvatore Ingrassia, Simona C. Minotti, Giuseppe Incarbone. gfkl 2012: 13-21 [doi]

ECTS Grades: Combination of Norm- and Criterion-Referenced GradingJonas Kunze, Andreas Geyer-Schulz. gfkl 2012: 557-565 [doi]

Feature Reduction and Nearest NeighboursLudwig Lausser, Christoph Müssel, Markus Maucher, Hans A. Kestler. gfkl 2012: 363-370 [doi]

Love and Loyalty in Car Brands: Segmentation Using Finite Mixture Partial Least SquaresSandra Loureiro. gfkl 2012: 503-510 [doi]

Applying Multiple Kernel Learning to Automatic Genre ClassificationHanna M. Lukashevich. gfkl 2012: 393-400 [doi]

Modelling Rater Differences in the Analysis of Three-Way Three-Mode Binary DataMichel Meulders. gfkl 2012: 123-131 [doi]

Analysis of Distribution Valued Dissimilarity DataMasahiro Mizuta, Hiroyuki Minami. gfkl 2012: 23-28 [doi]

An Overall Index for Comparing Hierarchical ClusteringsIsabella Morlini, Sergio Zani. gfkl 2012: 29-36 [doi]

An Accelerated K-Means Algorithm Based on Adaptive DistancesHans-Joachim Mucha, Hans-Georg Bartel. gfkl 2012: 37-47 [doi]

A Geometrical Interpretation of the Horseshoe Effect in Multiple Correspondence Analysis of Binary DataTakashi Murakami. gfkl 2012: 101-108 [doi]

Reconstructing One-Mode Three-way Asymmetric Data for Multidimensional ScalingAtsuho Nakayama, Akinori Okada. gfkl 2012: 133-141 [doi]

GIRAN: A Dynamic Graph Interface to Neighborhoods of Related ArticlesAndreas W. Neumann, Kiryl Batsiukov. gfkl 2012: 271-279 [doi]

Quantification Theory: Reminiscence and a Step ForwardShizuhiko Nishisato. gfkl 2012: 109-119 [doi]

Analysis of Car Switching Data by Asymmetric Multidimensional Scaling Based on Singular Value DecompositionAkinori Okada. gfkl 2012: 143-150 [doi]

A Comparison of Agglomerative Hierarchical Algorithms for Modularity ClusteringMichael Ovelgönne, Andreas Geyer-Schulz. gfkl 2012: 225-232 [doi]

Short Term Dynamics of Tourist Arrivals: What Do Italian Destinations Have in Common?Anna Maria Parroco, Raffaele Scuderi. gfkl 2012: 577-584 [doi]

The Impact of Missing Values on PLS Model FittingMoritz Parwoll, Ralf Wagner. gfkl 2012: 537-544 [doi]

Endogeneity and Exogeneity in Sales Response FunctionsWolfgang Polasek. gfkl 2012: 511-519 [doi]

Students Reading Motivation: A Multilevel Mixture Factor AnalysisDaniele Riggi, Jeroen K. Vermunt. gfkl 2012: 567-573 [doi]

The Degree Distribution in Random Intersection GraphsKatarzyna Rybarczyk. gfkl 2012: 291-299 [doi]

Visualization of Asymmetric Clustering Result with Digraph and DendrogramYuichi Saito, Hiroshi Yadohisa. gfkl 2012: 151-159 [doi]

Identifying Artificial Actors in E-Dating: A Probabilistic Segmentation Based on Interactional Pattern AnalysisAndreas Schmitz, Olga Yanenko, Marcel Hebing. gfkl 2012: 319-327 [doi]

A Measure of Polarization for Tourism: Evidence from Italian DestinationsRaffaele Scuderi. gfkl 2012: 585-593 [doi]

Application of a Community Membership Life Cycle Model on Tag-Based Communities in TwitterAndreas C. Sonnenbichler, Christopher Bazant. gfkl 2012: 301-309 [doi]

Measuring the Influence of Network Structures on Social Interaction over TimeChristoph Stadtfeld. gfkl 2012: 311-318 [doi]

Classification of Large Imbalanced Credit Client Data with Cluster Based SVMRalf Stecking, Klaus B. Schebesch. gfkl 2012: 443-451 [doi]

Effect of Data Standardization on the Result of k-Means ClusteringKensuke Tanioka, Hiroshi Yadohisa. gfkl 2012: 59-67 [doi]

Fault Mining Using Peer Group AnalysisDavid J. Weston, Niall M. Adams, Yoonseong Kim, David J. Hand. gfkl 2012: 453-461 [doi]

Problems of Fuzzy c-Means Clustering and Similar Algorithms with High Dimensional Data SetsRoland Winkler, Frank Klawonn, Rudolf Kruse. gfkl 2012: 79-87 [doi]

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