Between data science and applied data analysis. Proceedings of the 26th annual conference of the Gesellschaft für Klassifikation e. V., Mannheim, Germany, July 22–24, 2002. (English) Zbl 1023.00021

Studies in Classification, Data Analysis, and Knowledge Organization. Berlin: Springer. xiii, 693 p. (2003).

Show indexed articles as search result.

The articles of this volume will be reviewed individually. The preceding conference has been reviewed (see Zbl 1024.00034).
Indexed articles:
Atkinson, Anthony; Cerioli, Andrea; Riani, Marco, Robust classification through the forward search, 3-12 [Zbl 05280152]
Dagum, Estela Bee; Luati, Alessandra, Fitting and smoothing properties of length constrained smoothers applied to time series, 13-21 [Zbl 05280153]
Durand, Jean-François; Lombardo, Rosaria, Interaction terms in non-linear PLS via additive spline tranformation, 22-29 [Zbl 05280154]
Gardner, Sugnet; le Roux, Niël, Discriminant analysis with categorical variables: a biplot bases approach, 30-38 [Zbl 05280155]
Hader, Sören; Hamprecht, Fred A., Efficient density clustering using basin spanning trees, 39-48 [Zbl 05280156]
Ingrassia, Salvatore; Cerioli, Andrea; Corbellini, Aldo, Some issues on clustering of functional data, 49-56 [Zbl 05280157]
Littau, David; Boley, Daniel, Scalable clustering of high dimensional data, 57-64 [Zbl 05280158]
Miglio, Rossella; Soffritti, Gabriele, Methods to combine classification trees, 65-73 [Zbl 05280159]
Mucha, Hans-Joachim; Bartel, Hans-Georg; Dolata, Jens, Core-based clustering techniques, 74-82 [Zbl 05280160]
Pillati, Marilena; Calò, Daniela G.; Galimberti, Giuliano, Combining regression trees and radial basis function networks in longitudinal data modelling, 83-91 [Zbl 05280161]
Pouwels, Britta; Theis, Winfried; Röver, Christian, Implementing a new method for discriminant analysis when group covariance matrices are nearly singular, 92-99 [Zbl 05280162]
Sabatier, Robert; Vivien, Myrtille; Amenta, Pietro, Two approaches for discriminant partial least squares, 100-108 [Zbl 05280163]
Steel, Sarel; Louw, Nelmarie, Improving the classification performance of a discriminant rule by dealing with data cases having a substantial influence on variable selection, 109-117 [Zbl 05280164]
Weihs, Claus; Ligges, Uwe; Güttner, Jörg; Hasse-Becker, Petra; Berghoff, Sonja, Classification and clustering of vocal performances, 118-126 [Zbl 05280165]
Wodny, Michael; Jäger, Bernd; Biebler, Karl-Ernst, Cluster- and discriminant analysis with both metric and categorial data, 127-130 [Zbl 05280166]
Baragona, Roberto; Battaglia, Francesco, Multivariate mixture models estimation: a genetic algorithm approach, 133-142 [Zbl 05280167]
Bock, Hans-Hermann, Two-way clustering for contingency tables: maximizing a dependence measure, 143-154 [Zbl 05280168]
Bouchard, Guillaume, Localised mixtures of experts for mixture of regressions, 155-164 [Zbl 05280169]
Bozza, Silvia; O’Hagan, Anthony, A Bayesian approach for the estimation of the covariance structure of separable spatio-temporal stochastic processes, 165-172 [Zbl 05280170]
Ceulemans, Eva; van Mechelen, Iven, An algorithm for the HILCLAS-R model, 173-181 [Zbl 05280171]
Chiogna, Monica; Gaetan, Carlo, Some applications of time-varying coefficient models to count data, 182-190 [Zbl 05280172]
Critchley, Frank, On ziggurats and dendrograms, 191-200 [Zbl 05280173]
D’Ambra, Luigi; Amenta, Pietro; Lombardo, Rosaria, A dimensionality reduction method based on simple linear regressions, 201-208 [Zbl 05280174]
Etschberger, Stefan; Hilbert, Andreas, Evolutionary strategies to avoid local minima in multidimensional scaling, 209-217 [Zbl 05280175]
Giordani, Paolo, Principal component analysis of Boolean symbolic objects, 218-225 [Zbl 05280176]
Hansohm, Jürgen, Multivariate analysis for variables of arbitrary information level, 226-234 [Zbl 05280177]
Hennig, Christian, How wrong models become useful – and correct models become dangerous, 236-243 [Zbl 05280178]
Irpino, Antonio; Lauro, Carlo; Verde, Rosanna, Visualizing symbolic data by closed shapes, 244-251 [Zbl 05280179]
Iswanto, Bambang Heru; Fritzke, Bernd, LBGY-EM algorithm for mixture density estimation, 252-260 [Zbl 05280180]
Krauth, Joachim, Change-points in Bernoulli trials with dependence, 261-269 [Zbl 05280181]
Krolak-Schwerdt, Sabine, Two-mode clustering methods: compare and contrast, 270-278 [Zbl 05280182]
Kuhnt, Sonja; Becker, Claudia, Sensitivity of graphical modeling against contamination, 279-287 [Zbl 05280183]
Lauro, Carlo N.; Palumbo, Francesco; D’Enza, Alfonso Iodice, New graphical symbolic objects representations in parallel coordinates, 288-295 [Zbl 05280184]
Lombardi, Luigi; Ceulemans, Eva; van Mechelen, Iven, A hierarchical classes approach to discriminant analysis, 296-304 [Zbl 05280185]
Luebke, Karsten; Weihs, Claus, Prediction optimal data analysis by means of stochastic search, 305-312 [Zbl 05280186]
Mantovan, Pietro; Pastore, Andrea, System error variance tuning in state-space models, 313-320 [Zbl 05280187]
Monari, Paola; Montanari, Angela, Corrado Gini and multivariate statistical analysis: the (so far) missing link, 321-328 [Zbl 05280188]
Pärna, Kalev, On corresponcence analysis of incomplete orderings, 329-336 [Zbl 05280189]
Robin, Stéphane, Some statistical issues in microarray data analysis, 337-347 [Zbl 05280190]
Sołtysiak, Arkadiusz, Background of the variability in past human populations: selected methodological issues, 348-357 [Zbl 05280191]
Tonellato, Stefano F., Spatial prediction with space-time models, 358-366 [Zbl 05280192]
Aria, Massimo; Mooijaart, Ab; Siciliano, Roberta, Neural budget networks of sensorial data, 369-377 [Zbl 05280193]
Bozza, Silvia; Mantovan, Pietro; Schiavo, Rosa A., Evolutionary model selection in Bayesian neural networks, 378-386 [Zbl 05280194]
Chavez-Demoulin, V. C.; Jarvis, S. A.; Perera, R.; Roehrl, A. S. A.; Schmiedl, S. W.; Sondergaard, M. P., Extreme datamining, 387-394 [Zbl 05280195]
de Carvalho, Francisco A. T.; Bezerra, Byron L. D., Information filtering based on modal symbolic objects, 395-404 [Zbl 05280196]
Friesen, Karsten; Schmitz, Hans, Analyzing learner behavior and performance, 405-411 [Zbl 05280197]
Geyer-Schulz, Andreas; Hahsler, Michael; Neumann, Andreas; Thede, Anke, An integration strategy for distributed recommender service in legacy library systems, 412-420 [Zbl 05280198]
Geyer-Schulz, Andreas; Hahsler, Michael; Thede, Anke, Comparing simple association-rules and repeat-buying based recommender systems in a B2B environment, 421-429 [Zbl 05280199]
Göcks, Marc; Baier, Daniel, Student’s preferences related to web based e-learning: results of a survey, 430-437 [Zbl 05280200]
Hermes, Bernd; Stempfhuber, Maximilian; Demicheli, Luca; Lavalle, Carlo, MURBANDY: the (so far) missing link: user-friendly retrieval and visualization of geographic information, 438-446 [Zbl 05280201]
Hilbert, Andreas, ASCAID: using an asymmetric correlation measure for automatic interaction detection, 447-455 [Zbl 05280202]
Kaski, Samuel; Sinkkonen, Janne, Discrimitative clustering: vector quantization in learning metrics, 456-463 [Zbl 05280203]
Prudêncio, Ricardo B. C.; Ludermir, Teresa B., Neural network hybrid learning: genetic algorithms & Levenberg-Marquardt, 464-472 [Zbl 05280204]
Rapp, Reinhard, Syntagmatic and paradigmatic associations in information retrieval, 473-482 [Zbl 05280205]
St. Clair, Caroline, Finding the most useful clusters: clustering and the usefullness metric, 483-491 [Zbl 05280206]
Tamir, Raz, Internet thesaurus – extracting relevant terms from WWW pages using weighted threshold function over a cross-reference matrix, 492-500 [Zbl 05280207]
Viroli, Cinzia, Reflections on a supervised approach to independent component analysis, 501-509 [Zbl 05280208]
Yamazaki, Akio; Ludermir, Teresa B.; de Souto, Marcilio C. P., Simulated annealing and tabu search for optimization of neural networks, 510-518 [Zbl 05280209]
Bondarenko, Julia; Branger, Nicole; Esser, Angelika; Schlag, Christian, Decentralizing risk management in the case of quadratic hedging, 521-529 [Zbl 05280210]
Brusch, Michael; Baier, Daniel, Multimedia stimulus presentation methods for conjoint studies in marketing research, 530-537 [Zbl 05280211]
Hilbert, Andreas; Spatz, Alexander, Forecasting the customer development of a publishing company with decision trees, 538-545 [Zbl 05280212]
Höse, Steffi; Huschens, Stefan, Estimation of default probabilities in a single-factor model, 546-554 [Zbl 05280213]
Höse, Steffi; Huschens, Stefan, Simultaneous confidence intervals for default probabilities, 555-560 [Zbl 05280214]
Knab, Bernhard; Schliep, Alexander; Steckemetz, Barthel; Wichern, Bernd, Model-based clustering with hidden Markov models and its application to fincancial time-series data, 561-569 [Zbl 05280215]
Kossa, Wolfgang, Classification of multivariate data with missing values using expected discriminant scores, 570-577 [Zbl 05280216]
Kwiatskowska-Ciotucha, Dorota; Dziechciarz, Józef, Assessment of the polish manufacturing sector attractiveness: an end-user approach, 578-586 [Zbl 05280217]
Okada, Akinori; Imaizumi, Tadashi, Developing a layout of a supermarket through asymmetric multidimensional scaling and cluster analysis of purchase data, 587-594 [Zbl 05280218]
Shigemasu, Kazuo; Ohmori, Takuya; Hoshino, Takahiro, Market segmentation method from the Bayesian viewpoint, 595-603 [Zbl 05280219]
Stecking, Ralf; Schebesch, Klaus B., Support vector machines for credit scoring: comparing and combining with some traditional classification methods, 604-612 [Zbl 05280220]
Brunnert, Marcus; Krahnke, Tillmann; Urfer, Wolfgang, Classification of amino-acid sequences using state-space models, 615-623 [Zbl 05280221]
Camiz, Sergio; Rova, Elena, Quantitative study of images in archaeology: I. Textual coding, 624-632 [Zbl 05280222]
Camiz, Sergio; Rova, Elena; Tulli, Vanda, Quantitative study of images in archaeology: II. Symbolic coding, 633-642 [Zbl 05280223]
Capdevilla, Carles; Colomer, M. Angels; Conde, Josep; Miret, Josep; Zaragoza, Alba, Power functions in multiple sampling plans using DNA computation, 643-651 [Zbl 05280224]
de Cantis, Stefano; Mendola, Daria; Iannitto, Emilio, Methodological issues in the baffling relationship between Hepatitis C Virus and non Hodgkins’s Lymphomas, 652-661 [Zbl 05280225]
Markowetz, Florian; von Heydebreck, Anja, Class discovery in gene expression data: characterizing splits by support vector machines, 662-669 [Zbl 05280226]
Rahnenführer, Jörg, Efficient clustering methods for tumor classification with microarrays, 670-679 [Zbl 05280227]
Scarnó, Marco; Sforzini, Donatella; Ulivieri, Alessandra; Nasi, Sergio, A method to classify microarray data, 680-688 [Zbl 05280228]

MSC:

00B25	Proceedings of conferences of miscellaneous specific interest
62-06	Proceedings, conferences, collections, etc. pertaining to statistics
68-06	Proceedings, conferences, collections, etc. pertaining to computer science

Keywords:

Data science; Applied data analysis; Mannheim (Germany)

Citations:

Zbl 1014.00015; Zbl 1024.00034