32. GfKl 2008: Hamburg, Germany

Part 1 / Invited

• Cem Iyigun, Adi Ben-Israel:
  Semi-supervised Probabilistic Distance Clustering and the Uncertainty of Classification. 3-20
  
• Sabine Krolak-Schwerdt:
  Strategies of Model Construction for the Analysis of Judgment Data. 21-32
  
• Geoffrey J. McLachlan, Jangsun Baek:
  Clustering of High-Dimensional Data via Finite Mixture Models. 33-44
  
• Francesco Palumbo, Alfonso Iodice D'Enza:
  Clustering and Dimensionality Reduction to Discover Interesting Patterns in Binary Data. 45-55
  
• Jonas Peters, Dominik Janzing, Arthur Gretton, Bernhard Schölkopf:
  Kernel Methods for Detecting the Direction of Time Series. 57-66
  
• Walter Radermacher, Sabine Sattelberger:
  Statistical Processes Under Change: Enhancing Data Quality with Pretests. 67-79
  

Part 2 / Clustering and Classification

• Korinna Bade, Dominik Benz:
  Evaluation Strategies for Learning Algorithms of Hierarchies. 83-92
  
• Christian Borgelt:
  Fuzzy Subspace Clustering. 93-103
  
• Krisztian Buza, Lars Schmidt-Thieme:
  Motif-Based Classification of Time Series with Bayesian Networks and SVMs. 105-114
  
• Marco Caserta, Stefan Lessmann, Stefan Voß:
  A Novel Approach to Construct Discrete Support Vector Machine Classifiers. 115-125
  
• Stephan Dlugosz, Ulrich Müller-Funk:
  Predictive Classification Trees. 127-134
  
• Erhard Godehardt, Jerzy Jaworski, Katarzyna Rybarczyk:
  Isolated Vertices in Random Intersection Graphs. 135-145
  
• Lutz Herrmann, Alfred Ultsch:
  Strengths and Weaknesses of Ant Colony Clustering. 147-156
  
• Surette Oosthuizen, Sarel Steel:
  Variable Selection for Kernel Classifiers: A Feature-to-Input Space Approach. 157-166
  
• Christian M. Ringle, Marko Sarstedt, Rainer Schlittgen:
  Finite Mixture and Genetic Algorithm Segmentation in Partial Least Squares Path Modeling: Identification of Multiple Segments in Complex Path Models. 167-176
  
• Dorota Rozmus:
  Cluster Ensemble Based on Co-occurrence Data. 177-184
  
• Julia Schiffner, Gero Szepannek, Thierry Monthé, Claus Weihs:
  Localized Logistic Regression for Categorical Influential Factors. 185-195
  
• Matthias Steinbrecher, Rudolf Kruse:
  Clustering Association Rules with Fuzzy Concepts. 197-205
  
• Roland Winkler, Frank Rehm, Rudolf Kruse:
  Clustering with Repulsive Prototypes. 207-215
  

Part 3 / Mixture Analysis

• Francesca Greselin, Salvatore Ingrassia:
  Weakly Homoscedastic Constraints for Mixtures of t-Distributions. 219-228
  
• Pierre Latouche, Etienne Birmelé, Christophe Ambroise:
  Bayesian Methods for Graph Clustering. 229-239
  
• Olga Lukociene, Jeroen K. Vermunt:
  Determining the Number of Components in Mixture Models for Hierarchical Data. 241-249
  
• Denys Pommeret:
  Testing Mixed Distributions when the Mixing Distribution Is Known. 251-259
  
• Odile Pons:
  Classification with a Mixture Model Having an Increasing Number of Components. 261-269
  
• Laure Sardet, Valentin Patilea:
  Nonparametric Fine Tuning of Mixtures: Application to Non-Life Insurance Claims Distribution Estimation. 271-281
  

Part 4 / Linguistics and Text Analysis

• Jürgen Hermes, Stephan Schwiebert:
  Classification of Text Processing Components: The Tesla Role System. 285-294
  
• Alexandros Karatzoglou, Ingo Feinerer, Kurt Hornik:
  Nonparametric Distribution Analysis for Text Mining. 295-305
  
• Wiebke Petersen:
  Linear Coding of Non-linear Hierarchies: Revitalization of an Ancient Classification Method. 307-316
  
• Reinhard Rapp, Michael Zock:
  Automatic Dictionary Expansion Using Non-parallel Corpora. 317-325
  
• Martin Schierle, Daniel Trabold:
  Multilingual Knowledge-Based Concept Recognition in Textual Data. 327-336
  

Part 5 / Pattern Recognition and Machine Learning

• Rui Pedro Barbosa, Orlando Belo:
  A Diversified Investment Strategy Using Autonomous Agents. 339-350
  
• Bernard Haasdonk, Elzbieta Pekalska:
  Classification with Kernel Mahalanobis Distance Classifiers. 351-361
  
• Nelmarie Louw, Sarel Steel, Morne M. C. Lamont:
  Identifying Influential Cases in Kernel Fisher Discriminant Analysis by Using the Smallest Enclosing Hypersphere. 363-371
  
• Ron Wehrens:
  Self-Organising Maps for Image Segmentation. 373-383
  
• Katja Worm, Beate Meffert:
  Image Based Mail Piece Identification Using Unsupervised Learning. 385-395
  

Part 6 / Statistical Musicology

• Frank Desmet, Marc Leman, Micheline Lesaffre, Leen De Bruyn:
  Statistical Analysis of Human Body Movement and Group Interactions in Response to Music. 399-408
  
• Hanna M. Lukashevich, Christian Dittmar, Christoph Bastuck:
  Applying Statistical Models and Parametric Distance Measures for Music Similarity Search. 409-418
  
• Florian Meyer, Alfred Ultsch:
  Finding Music Fads by Clustering Online Radio Data with Emergent Self Organizing Maps. 419-427
  
• Katrin Sommer, Claus Weihs:
  Analysis of Polyphonic Musical Time Series. 429-437
  

Part 7 / Banking and Finance

• Wolfgang Bessler, Julian Holler:
  Hedge Funds and Asset Allocation: Investor Confidence, Diversification Benefits, and a Change in Investment Style Composition. 441-450
  
• José G. Dias, Jeroen K. Vermunt, Sofia Ramos:
  Mixture Hidden Markov Models in Finance Research. 451-459
  
• Julia Koralun-Bereznicka:
  Multivariate Comparative Analysis of Stock Exchanges: The European Perspective. 461-469
  
• Max Mihm, Hermann Locarek-Junge:
  Empirical Examination of Fundamental Indexation in the German Market. 471-479
  
• Krzysztof Piontek:
  The Analysis of Power For Some Chosen VaR Backtesting Procedures: Simulation Approach. 481-490
  
• Pawel Rokita:
  Extreme Unconditional Dependence Vs. Multivariate GARCH Effect in the Analysis of Dependence Between High Losses on Polish and German Stock Indexes. 491-503
  
• Alfred Ultsch:
  Is Log Ratio a Good Value for Measuring Return in Stock Investments? 505-511
  

Part 8 / Marketing, Management Science and Economics

• Samah Abu-Assab, Daniel Baier:
  Designing Products Using Quality Function Deployment and Conjoint Analysis: A Comparison in a Market for Elderly People. 515-526
  
• Michael Brusch, Daniel Baier:
  Analyzing the Stability of Price Response Functions: Measuring the Influence of Different Parameters in a Monte Carlo Comparison. 527-535
  
• Said Esber, Daniel Baier:
  Real Options in the Assessment of New Products. 537-544
  
• Martin Klaus, Ralf Wagner:
  Exploring the Interaction Structure of Weblogs. 545-552
  
• Kar Yin Lam, Alex Koning, Philip Hans Franses:
  Analyzing Preference Rankings when There Are Too Many Alternatives. 553-562
  
• Antonio Punzo:
  Considerations on the Impact of Ill-Conditioned Configurations in the CML Approach. 563-572
  
• Adam Sagan, Magdalena Kowalska-Musial:
  Dyadic Interactions in Service Encounter: Bayesian SEM Approach. 573-582
  

Part 9 / Archaeology and Spatial Planning

• Martin Behnisch, Alfred Ultsch:
  Estimating the Number of Buildings in Germany. 585-593
  
• Jens Dolata, Hans-Joachim Mucha, Hans-Georg Bartel:
  Mapping Findspots of Roman Military Brickstamps in Mogontiacum (Mainz) and Archaeometrical Analysis. 595-603
  
• Akinori Okada, Towao Sakaehara:
  Analysis of Guarantor and Warrantee Relationships Among Government Officials in the Eighth Century in the Old Capital of Japan by Using Asymmetric Multidimensional Scaling. 605-614
  
• Ewa Witek:
  Analysis of Massive Emigration from Poland: The Model-Based Clustering Approach. 615-624
  

Part 10 / Bio- and Health Sciences

• Jörn Hameister, Werner E. Helm, Marc-Thorsten Hütt, Manuel Dehnert:
  Systematics of Short-range Correlations in Eukaryotic Genomes. 627-637
  
• Lothar Häberle:
  On Classification of Molecules and Species of Representation Rings. 639-649
  
• Uwe Henker, Uwe Petersohn, Alfred Ultsch:
  The Precise and Efficient Identification of Medical Order Forms Using Shape Trees. 651-661
  
• Thomas Hielscher, Manuela Zucknick, Wiebke Werft, Axel Benner:
  On the Prognostic Value of Gene Expression Signatures for Censored Data. 663-673
  
• Theresa Scharl, Friedrich Leisch:
  Quality-Based Clustering of Functional Data: Applications to Time Course Microarray Data. 675-684
  
• Alfred Ultsch, Christian Pallasch, Eckhard Bergmann, Holger Christiansen:
  A Comparison of Algorithms to Find Differentially Expressed Genes in Microarray Data. 685-697
  

Part 11 / Exploratory Data Analysis, Modeling and Applications

• Jochen Einbeck, Ludger Evers, Kirsty Hinchliff:
  Data Compression and Regression Based on Local Principal Curves. 701-712
  
• René Meier, Franz Joos:
  Optimization of Centrifugal Impeller Using Evolutionary Strategies and Artificial Neural Networks. 713-721
  
• Phivos Mylonas, Vassilios Solachidis, Andreas Geyer-Schulz, Bettina Hoser, Sam Chapman, Fabio Ciravegna, Steffen Staab, Pavel Smrz, Yiannis Kompatsiaris, Yannis S. Avrithis:
  Efficient Media Exploitation Towards Collective Intelligence. 723-732
  
• Sebastian Nusser, Clemens Otte, Werner Hauptmann:
  Multi-Class Extension of Verifiable Ensemble Models for Safety-Related Applications. 733-744
  
• Nils Raabe, Dirk Enk, Dirk Biermann, Claus Weihs:
  Dynamic Disturbances in BTA Deep-Hole Drilling: Modelling Chatter and Spiralling as Regenerative Effects. 745-754
  
• Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang:
  Nonnegative Matrix Factorization for Binary Data to Extract Elementary Failure Maps from Wafer Test Images. 755-764
  
• Vassilios Solachidis, Phivos Mylonas, Andreas Geyer-Schulz, Bettina Hoser, Sam Chapman, Fabio Ciravegna, Vita Lanfranchi, Ansgar Scherp, Steffen Staab, Costis Contopoulos, Ioanna Gkika, Byron Bakaimis, Pavel Smrz, Yiannis Kompatsiaris, Yannis S. Avrithis:
  Collective Intelligence Generation from User Contributed Content. 765-774
  
• L. Andries Van der Ark:
  Computation of the Molenaar Sijtsma Statistic. 775-784
  

Last update Sat May 18 18:33:06 2013 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page