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| Table of contents 1. Hierarchical Clustering with Performance Guarantees Sanjoy Dasgupta 2. Alignment Free String Distances for Phylogeny Frédéric Guyon, Alain Guénoche 3. Data Quality Dependent Decision Making in Pattern Classification Josef Kittler, Norman Poh 4. Clustering Proteins and Reconstructing Evolutionary Events Boris Mirkin 5. Microarray Dimension Reduction Based on Maximizing Mantel Correlation Coefficients Using a Genetic Algorithm Search Strategy Elena Deych, Robert Culverhouse, William D. Shannon 6. Multiparameter Hierarchical Clustering Methods Gunnar Carlsson, Facundo Mémoli 7. Unsupervised Sparsification of Similarity Graphs Tim Gollub, Benno Stein 8. Simultaneous Clustering and Dimensionality Reduction Using Variational Bayesian Mixture Model Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada 9. A Partitioning Method for the Clustering of Categorical Variables Marie Chavent, Vanessa Kuentz, Jérôme Saracco 10. Treed Gaussian Process Models for Classification Tamara Broderick, Robert B. Gramacy 11. Ridgeline Plot and Clusterwise Stability as Tools for Merging Gaussian Mixture Components Christian Hennig 12. Clustering with Confidence: A Low-Dimensional Binning Approach Rebecca Nugent, Werner Stuetzle 13. Local Classification of Discrete Variables by Latent Class Models Michael Bücker, Gero Szepannek, Claus Weihs 14. A Comparative Study on Discrete Discriminant Analysis through a Hierarchical Coupling Approach Ana Sousa Ferreira 15. A Comparative Study of Several Parametric and Semiparametric Approaches for Time Series Classification Sonia Pértega Díaz, José A. Vilar 16. Finite Dimensional Representation of Functional Data with Applications Alberto Muñoz, Javier González 17. Clustering Spatio-Functional Data: A Model Based Approach Elvira Romano, Antonio Balzanella, Rosanna Verde 18. Use of Mixture Models in Multiple Hypothesis Testing with Applications in Bioinformatics Geoffrey J. McLachlan, Leesa Wockner 19. Finding Groups in Ordinal Data: An Examination of Some Clustering Procedures Marek Walesiak, Andrzej Dudek 20. An Application of One-mode Three-way Overlapping Cluster Analysis Satoru Yokoyama, Atsuho Nakayama, Akinori Okada 21. Evaluation of Clustering Results: The Trade-off Bias-Variability Margarida G. M. S. Cardoso, Katti Faceli, André C. P. L. F. Carvalho 22. Cluster Structured Multivariate Probability Distribution with Uniform Marginals Andrzej Sokolowski, Sabina Denkowska 23. Analysis of Diversity-Accuracy Relations in Cluster Ensemble Dorota Rozmus 24. Linear Discriminant Analysis with more Variables than Observations: A not so Naive Approach A. Pedro Duarte Silva 25. Fast Hierarchical Clustering from the Baire Distance Pedro Contreras, Fionn Murtagh 26. The Trend Vector Model: Identification and Estimation in SAS Mark Rooij, Hsiu-Ting Yu 27. Discrete Beta-Type Models Antonio Punzo 28. The Anatol Sargin, Ali Ünlü 29. Methods for the Analysis of Skew-Symmetry in Asymmetric Multidimensional Scaling Giuseppe Bove 30. Canonical Correspondence Analysis in Social Science Research Michael Greenacre 31. Exploring Data Through Archetypes Maria Rosaria D’Esposito, Giancarlo Ragozini, Domenico Vistocco 32. Exploring Sensitive Topics: Sensitivity, Jeopardy, and Cheating Claudia Becker 33. Sampling the Join of Streams Raphaël Féraud, Fabrice Clérot, Pascal Gouzien 34. The Thomas Kiefer, Ali Ünlü, Ehtibar N. Dzhafarov 35. Asymptotic Behaviour in Symbolic Markov Chains Monique Noirhomme-Fraiture 36. An Interactive Graphical System for Visualizing Data Quality–Tableplot Graphics Waqas Ahmed Malik, Antony Unwin, Alexander Gribov 37. Symbolic Multidimensional Scaling Versus Noisy Variables and Outliers Marcin Pełka 38. Principal Components Analysis for Trapezoidal Fuzzy Numbers Alexia Pacheco, Oldemar Rodrı́guez 39. Factor Selection in Observational Studies – An Application of Nonlinear Factor Selection to Propensity Scores Stephan Dlugosz 40. Nonlinear Mapping Using a Hybrid of PARAMAP and Isomap Approaches Ulas Akkucuk, J. Douglas Carroll 41. Dimensionality Reduction Techniques for Streaming Time Series: A New Symbolic Approach Antonio Balzanella, Antonio Irpino, Rosanna Verde 42. A Batesian Semiparametric Generalized Linear Model with Random Effects Using Dirichlet Process Priors Kei Miyazaki, Kazuo Shigemasu 43. Exact Confidence Intervals for Odds Ratios with Algebraic Statistics Anne Krampe, Sonja Kuhnt 44. The CHIC Analysis Software v1.0 Angelos Markos, George Menexes, Iannis Papadimitriou 45. Clustering the Roman Heaven: Uncovering the Religious Structures in the Roman Province Germania Superior Tudor Ionescu, Leif Scheuermann 46. Geochemical and Statistical Investigation of Roman Stamped Tiles of the Hans-Georg Bartel, Hans-Joachim Mucha, Jens Dolata 47. Land Cover Classification by Multisource Remote Sensing: Comparing Classifiers for Spatial Data Alexander Brenning 48. Are there Cluster of Communities with the Same Dynamic Behaviour? Martin Behnisch, Alfred Ultsch 49. Land Cover Detection with Unsupervised Clustering and Hierarchical Partitioning Laura Poggio, Pierre Soille 50. Using Advanced Regression Models for Determining Optimal Soil Heterogeneity Indicators Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner 51. Local Analysis of SNP Data Tina Müller, Julia Schiffner, Holger Schwender, Gero Szepannek, Claus Weihs, Katja Ickstadt 52. Airborne Particulate Matter and Adverse Health Events: Robust Estimation of Timescale Effects Massimo Bilancia, Francesco Campobasso 53. Identification of Specific Genomic Regions Responsible for the Invasivity of Dunarel Badescu, Abdoulaye Baniré Diallo, Vladimir Makarenkov 54. Classification of ABC Transporters Using Community Detection Claire Gaugain, Roland Barriot, Gwennaele Fichant, Yves Quentin 55. Estimation of the Number of Sustained Viral Responders by Interferon Therapy Using Random Numbers with a Logistic Model Shinobu Tatsunami, Takahiko Ueno, Rie Kuwabara, Junichi Mimaya, Akira Shirahata, Masashi Taki 56. Virtual High Throughput Screening Using Machine Learning Methods Cherif Mballo, Vladimir Makarenkov 57. Network Analysis of Works on Clustering and Classification from Web of Science Nataša Kejžar, Simona Korenjak Černe, Vladimir Batagelj 58. Recommending in Social Tagging Systems Based on Kernelized Multiway Analysis Alexandros Nanopoulos, Artus Krohn-Grimberghe 59. Dynamic Population Segmentation in Online Market Monitoring Norbert Walchhofer, Karl A. Froeschl, Milan Hronsky, Kurt Hornik 60. Gaining ‘Consumer Insights’ from Influential Actors in Weblog Networks Martin Klaus, Ralf Wagner 61. Visualising a Text with a Tree Cloud Philippe Gambette, Jean Véronis 62. A Tree Kernel Based on Classification and Citation Data to Analyse Patent Documents Markus Arndt, Ulrich Arndt 63. A New SNA Centrality Measure Quantifying the Distance to the Nearest Center Angela Bohn, Stefan Theußl, Ingo Feinerer, Kurt Hornik, Patrick Mair, Norbert Walchhofer 64. Mining Innovative Ideas to Support New Product Research and Development Dirk Thorleuchter, Dirk Poel, Anita Prinzie 65. The Basis of Credit Scoring: On the Definition of Credit Default Events Alexandra Schwarz, Gerhard Arminger 66. Forecasting Candlesticks Time Series with Locally Weighted Learning Methods Javier Arroyo 67. An Analysis of Alternative Methods for Measuring Long-Run Performance: An Application to Share Repurchase Announcements Wolfgang Bessler, Julian Holler, Martin Seim 68. Knowledge Discovery in Stock Market Data Alfred Ultsch, Hermann Locarek-Junge 69. The Asia Financial Crises and Exchange Rates: Had there been Volatility Shifts for Asian Currencies? Takashi Oga, Wolfgang Polasek 70. The Pricing of Risky Securities in a Fuzzy Least Square Regression Model Francesco Campobasso, Annarita Fanizzi, Massimo Bilancia 71. Classification of the Indo-European Languages Using a Phylogenetic Network Approach Alix Boc, Anna Maria Sciullo, Vladimir Makarenkov 72. Parsing as Classification Lidia Khmylko, Wolfgang Menzel 73. Comparing the Stability of Clustering Results of Dialect Data Based on Several Distance Matrices Edgar Haimerl, Hans-Joachim Mucha 74. Marketing and Regional Sales: Evaluation of Expenditure Strategies by Spatial Sales Response Functions Daniel Baier, Wolfgang Polasek 75. A Demand Learning Data Based Approach to Optimize Revenues of a Retail Chain Wolfgang Gaul, Abdolhadi Darzian Azizi 76. Missing Values and the Consistency Problem Concerning AHP Data Wolfgang Gaul, Dominic Gastes 77. Monte Carlo Methods in the Assessment of New Products: A Comparison of Different Approaches Said Esber, Daniel Baier 78. Preference Analysis and Product Design in Markets for Elderly People: A Comparison of Methods and Approaches Samah Abu-Assab, Daniel Baier, Mirko Kühne 79. Usefulness of A Priori Information about Customers for Market Research: An Analysis for Personalisation Aspects in Retailing Michael Brusch, Eva Stüber 80. Importance of Consumer Preferences on the Diffusion of Complex Products and Systems Sabine Schmidt, Magdalena Missler-Behr 81. Household Possession of Consumer Durables on Background of some Poverty Lines Józef Dziechciarz, Marta Dziechciarz, Klaudia Przybysz 82. Effect of Consumer Perceptions of Web Site Brand Personality and Web Site Brand Association on Web Site Brand Image Sandra Loureiro, Silvina Santana 83. Perceptually Based Phoneme Recognition in Popular Music Gero Szepannek, Matthias Gruhne, Bernd Bischl, Sebastian Krey, Tamas Harczos, Frank Klefenz, Christian Dittmar, Claus Weihs 84. SVM Based Instrument and Timbre Classification Sebastian Krey, Uwe Ligges 85. Three-way Scaling and Clustering Approach to Musical Structural Analysis Mitsuhiro Tsuji, Toshio Shimokawa, Akinori Okada 86. Improving GMM Classifiers by Preliminary One-class SVM Outlier Detection: Application to Automatic Music Mood Estimation Hanna Lukashevich, Christian Dittmar 87. Multiobjective Optimization for Decision Support in Automated 2.5D System-in-Package Electronics Design Martin Berger, Michael Schröder, Karl-Heinz Küfer 88. Multi-Objective Quality Assessment for EA Parameter Tuning Heike Trautmann, Boris Naujoks, Mike Preuss 89. A Novel Multi-Objective Target Value Optimization Approach S. Wenzel, S. Straatmann, L. Kwiatkowski, P. Schmelzer, J. Kunert 90. Desirability-Based Multi-Criteria Optimisation of HVOF Spray Experiments Gerd Kopp, Ingor Baumann, Evelina Vogli, Wolfgang Tillmann, Claus Weihs | ||||||||||||||||||||||||
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