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ORCID32. GfKl 2008: Hamburg, Germany
- Andreas Fink, Berthold Lausen, Wilfried Seidel, Alfred Ultsch:
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, 2008. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2010, ISBN 978-3-642-01043-9
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 J. 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 - Krisztián Búza, 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 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 Avrithis:
Collective Intelligence Generation from User Contributed Content. 765-774 - L. Andries Van der Ark:
Computation of the Molenaar Sijtsma Statistic. 775-784
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