Part 1 / Invited

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  Cem Iyigun, Adi Ben-Israel: Semi-supervised Probabilistic Distance Clustering and the Uncertainty of Classification. 3-20
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  Sabine Krolak-Schwerdt: Strategies of Model Construction for the Analysis of Judgment Data. 21-32
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  Geoffrey J. McLachlan, Jangsun Baek: Clustering of High-Dimensional Data via Finite Mixture Models. 33-44
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  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
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  Walter Radermacher, Sabine Sattelberger: Statistical Processes Under Change: Enhancing Data Quality with Pretests. 67-79

Part 2 / Clustering and Classification

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  Korinna Bade, Dominik Benz: Evaluation Strategies for Learning Algorithms of Hierarchies. 83-92
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  Christian Borgelt: Fuzzy Subspace Clustering. 93-103
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  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
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  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
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  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
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  Dorota Rozmus: Cluster Ensemble Based on Co-occurrence Data. 177-184
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  Julia Schiffner, Gero Szepannek, Thierry Monthé, Claus Weihs: Localized Logistic Regression for Categorical Influential Factors. 185-195
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  Matthias Steinbrecher, Rudolf Kruse: Clustering Association Rules with Fuzzy Concepts. 197-205
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  Roland Winkler, Frank Rehm, Rudolf Kruse: Clustering with Repulsive Prototypes. 207-215

Part 3 / Mixture Analysis

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  Francesca Greselin, Salvatore Ingrassia: Weakly Homoscedastic Constraints for Mixtures of t-Distributions. 219-228
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  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
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  Denys Pommeret: Testing Mixed Distributions when the Mixing Distribution Is Known. 251-259
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  Odile Pons: Classification with a Mixture Model Having an Increasing Number of Components. 261-269
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  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

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

Part 5 / Pattern Recognition and Machine Learning

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

Part 6 / Statistical Musicology

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  Frank Desmet, Marc Leman, Micheline Lesaffre, Leen De Bruyn: Statistical Analysis of Human Body Movement and Group Interactions in Response to Music. 399-408
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  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
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  Katrin Sommer, Claus Weihs: Analysis of Polyphonic Musical Time Series. 429-437

Part 7 / Banking and Finance

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

Part 8 / Marketing, Management Science and Economics

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

Part 9 / Archaeology and Spatial Planning

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  Martin Behnisch, Alfred Ultsch: Estimating the Number of Buildings in Germany. 585-593
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  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
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  Ewa Witek: Analysis of Massive Emigration from Poland: The Model-Based Clustering Approach. 615-624

Part 10 / Bio- and Health Sciences

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

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  Jochen Einbeck, Ludger Evers, Kirsty Hinchliff: Data Compression and Regression Based on Local Principal Curves. 701-712
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  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
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  Nils Raabe, Dirk Enk, Dirk Biermann, Claus Weihs: Dynamic Disturbances in BTA Deep-Hole Drilling: Modelling Chatter and Spiralling as Regenerative Effects. 745-754
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  Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang: Nonnegative Matrix Factorization for Binary Data to Extract Elementary Failure Maps from Wafer Test Images. 755-764
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  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 updated on Fri May 24 04:51:41 2013 by the dblp team
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