Clustering

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  Gilles Celeux: Mixture Models for Classification. 3-14
• 
  Adriana Climescu-Haulica: How to Choose the Number of Clusters: The Cramer Multiplicity Solution. 15-22
• 
  José G. Dias: Model Selection Criteria for Model-Based Clustering of Categorical Time Series Data: A Monte Carlo Study. 23-30
• 
  Andrzej Dudek: Cluster Quality Indexes for Symbolic Classification - An Examination. 31-38
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  Mário A. T. Figueiredo: Semi-Supervised Clustering: Application to Image Segmentation. 39-50
• 
  Markus Franke, Andreas Geyer-Schulz: A Method for Analyzing the Asymptotic Behavior of the Walk Process in Restricted Random Walk Cluster Algorithm. 51-58
• 
  Eugeniusz Gatnar: Cluster and Select Approach to Classifier Fusion. 59-66
• 
  Erhard Godehardt, Jerzy Jaworski, Katarzyna Rybarczyk: Random Intersection Graphs and Classification. 67-74
• 
  Martin Hoffmann, Dörte Radke, Ulrich Möller: Optimized Alignment and Visualization of Clustering Results. 75-82
• 
  Bettina Hoser, Thomas Bierhance: Finding Cliques in Directed Weighted Graphs Using Complex Hermitian Adjacency Matrices. 83-90
• 
  Alexandros Karatzoglou, Ingo Feinerer: Text Clustering with String Kernels in R. 91-98
• 
  Fabrizio Laurini, Andrea Cerioli: Automatic Classification of Functional Data with Extremal Information. 99-106
• 
  Marie-Jeanne Lesot, Rudolf Kruse: Typicality Degrees and Fuzzy Prototypes for Clustering. 107-114
• 
  Hans-Joachim Mucha: On Validation of Hierarchical Clustering. 115-122

Classification

• 
  Korinna Bade, Andreas Nürnberger: Rearranging Classified Items in Hierarchies Using Categorization Uncertainty. 125-132
• 
  Irina Czogiel, Karsten Luebke, Marc Zentgraf, Claus Weihs: Localized Linear Discriminant Analysis. 133-140
• 
  Martin Gebel, Claus Weihs: Calibrating Classifier Scores into Probabilities. 141-148
• 
  Patrick J. F. Groenen, Georgi I. Nalbantov, J. Cor Bioch: Nonlinear Support Vector Machines Through Iterative Majorization and I-Splines. 149-161
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  Kurt Hornik, David Meyer: Deriving Consensus Rankings from Benchmarking Experiments. 163-170
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  Heiko Müller, Ulf Leser, Johann Christoph Freytag: Classification of Contradiction Patterns. 171-178
• 
  Klaus B. Schebesch, Ralf Stecking: Selecting SVM Kernels and Input Variable Subsets in Credit Scoring Models. 179-186

Data and Time Series Analysis

• 
  Christiane Belitz, Stefan Lang: Simultaneous Selection of Variables and Smoothing Parameters in Geoadditive Regression Models. 189-196
• 
  Paula Brito: Modelling and Analysing Interval Data. 197-208
• 
  Bettina Grün, Friedrich Leisch: Testing for Genuine Multimodality in Finite Mixture Models: Application to Linear Regression Models. 209-216
• 
  Marc Hallin: Happy Birthday to You, Mr. Wilcoxon!. 217-228
• 
  Salvatore Ingrassia, Isabella Morlini: Equivalent Number of Degrees of Freedom for Neural Networks. 229-236
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  Kazuhiko Kakamu, Wolfgang Polasek, Hajime Wago: Model Choice for Panel Spatial Models: Crime Modeling in Japan. 237-244
• 
  Florian Leitenstorfer, Gerhard Tutz: A Boosting Approach to Generalized Monotonic Regression. 245-254
• 
  Bjoern H. Menze, B. Michael Kelm, Fred A. Hamprecht: From Eigenspots to Fisherspots - Latent Spaces in the Nonlinear Detection of Spot Patterns in a Highly Varying Background. 255-262
• 
  Fionn Murtagh: Identifying and Exploiting Ultrametricity. 263-272
• 
  Carsten Schneider, Gerhard Arminger: Factor Analysis for Extraction of Structural Components and Prediction in Time Series. 273-280
• 
  Roland Schuhr: Classification of the U.S. Business Cycle by Dynamic Linear Discriminant Analysis. 281-288
• 
  Nguyen-Xuan Thinh, Martin Behnisch, Alfred Ultsch: Examination of Several Results of Different Cluster Analyses with a Separate View to Balancing the Economic and Ecological Performance Potential of Towns and Cities. 289-296

Visualization and Scaling Methods

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  Nees Jan van Eck, Ludo Waltman: VOS: A New Method for Visualizing Similarities Between Objects. 299-306
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  Akinori Okada, Tadashi Imaizumi: Multidimensional Scaling of Asymmetric Proximities with a Dominance Point. 307-318
• 
  Frank Rehm, Frank Klawonn, Rudolf Kruse: Single Cluster Visualization to Optimize Air Traffic Management. 319-325
• 
  Satoru Yokoyama, Akinori Okada: Rescaling Proximity Matrix Using Entropy Analyzed by INDSCAL. 327-334

Information Retrieval, Data and Web Mining

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  Christian Borgelt: Canonical Forms for Frequent Graph Mining. 337-349
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  Anália Lourenço, Orlando Belo: Applying Clickstream Data Mining to Real-Time Web Crawler Detection and Containment Using ClickTips Platform. 351-358
• 
  Sven Meyer zu Eissen, Benno Stein, Marion Kulig: Plagiarism Detection Without Reference Collections. 359-366
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  Benno Stein, Martin Potthast: Putting Successor Variety Stemming to Work. 367-374
• 
  Panagiotis Symeonidis, Alexandros Nanopoulos, Apostolos Papadopoulos, Yannis Manolopoulos: Collaborative Filtering Based on User Trends. 375-382
• 
  Fridolin Wild, Christina Stahl: Investigating Unstructured Texts with Latent Semantic Analysis. 383-390

Marketing, Management Science and Economics

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  Bernhard Baumgartner, Winfried Steiner: Heterogeneity in Preferences for Odd Prices. 393-400
• 
  Robert Braun, Werner Esswein: Classification of Reference Models. 401-408
• 
  Christoph Breidert, Michael Hahsler: Adaptive Conjoint Analysis for Pricing Music Downloads. 409-416
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  Christian Buchta: Improving the Probabilistic Modeling of Market Basket Data. 417-424
• 
  Reinhold Decker, Frank Kroll: Classification in Marketing Research by Means of LEM2-generated Rules. 425-432
• 
  Markus Franke, Andreas Kamper, Anke Eßer: Pricing Energy in a Multi-Utility Market. 433-440
• 
  Sebastian Fuchs, Manfred Schwaiger: Disproportionate Samples in Hierarchical Bayes CBC Analysis. 441-448
• 
  Michael Hahsler, Kurt Hornik: Building on the Arules Infrastructure for Analyzing Transaction Data with R. 449-456
• 
  Veit Köppen, Marina Allgeier, Hans-Joachim Lenz: Balanced Scorecard Simulator - A Tool for Stochastic Business Figures. 457-464
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  Tobias von Martens, Andreas Hilbert: Integration of Customer Value into Revenue Management. 465-472
• 
  Miki Nakai: Women's Occupational Mobility and Segregation in the Labour Market: Asymmetric Multidimensional Scaling. 473-480
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  Iga Rudawska, Adam Sagan: Multilevel Dimensions of Consumer Relationships in the Healthcare Service Market M-L IRT vs. M-L SEM Approach. 481-488
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  Karoline Schönbrunn, Andreas Hilbert: Data Mining in Higher Education. 489-496
• 
  Manuel Stritt, Karen H. L. Tso, Lars Schmidt-Thieme: Attribute Aware Anonymous Recommender Systems. 497-504

Banking and Finance

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  Martin Bouzaima, Thomas Burkhardt: On the Notions and Properties of Risk and Risk Aversion in the Time Optimal Approach to Decision Making. 507-514
• 
  Thomas Burkhardt: A Model of Rational Choice Among Distributions of Goal Reaching Times. 515-522
• 
  Thomas Burkhardt, Michael Haasis: On Goal Reaching Time Distributions Estimated from DAX Stock Index Investments. 523-530
• 
  Marc Gürtler, Dirk Heithecker, Sven Olboeter: Credit Risk of Collaterals: Examining the Systematic Linkage between Insolvencies and Physical Assets in Germany. 531-538
• 
  Christian Ullrich, Detlef Seese, Stephan K. Chalup: Foreign Exchange Trading with Support Vector Machines. 539-546
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  Miroslaw Wójciak, Aleksandra Wójcicka-Krenz: The Influence of Specific Information on the Credit Risk Level. 547-554

Bio- and Health Sciences

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  Anguo Dong, Andrei L. Turinsky, Andrew C. Ah-Seng, Morgan L. Taschuk, Paul M. K. Gordon, Katharina Hochauer, Sabrina Fröls, Jung Soh, Christoph W. Sensen: Enhancing Bluejay with Scalability, Genome Comparison and Microarray Visualization. 557-568
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  Christian Höner zu Siederdissen, Susanne Ragg, Sven Rahmann: Discovering Biomarkers for Myocardial Infarction from SELDI-TOF Spectra. 569-576
• 
  Lennart Opitz, Alexander Schliep, Stefan Posch: Joint Analysis of In-situ Hybridization and Gene Expression Data. 577-584
• 
  Henning Redestig, Florian Sohler, Ralf Zimmer, Joachim Selbig: Unsupervised Decision Trees Structured by Gene Ontology (GO-UDTs) for the Interpretation of Microarray Data. 585-592

Linguistics and Text Analysis

• 
  Laurent Cicurel, Stephan Bloehdorn, Philipp Cimiano: Clustering of Polysemic Words. 595-602
• 
  Adriana Davidescu, Andrea Heyl, Stefan Kazalski, Irene M. Cramer, Dietrich Klakow: Classifying German Questions According to Ontology-Based Answer Types. 603-610
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  Peter Grzybek, Ernst Stadlober, Emmerich Kelih: The Relationship of Word Length and Sentence Length: The Inter-Textual Perspective. 611-618
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  Edgar Haimerl, Hans-Joachim Mucha: Comparing the Stability of Different Clustering Results of Dialect Data. 619-626
• 
  Reinhard Rapp: Part-of-Speech Discovery by Clustering Contextual Features. 627-634

Statistical Musicology and Sound Classification

• 
  Benoit Catteau, Jean-Pierre Martens, Marc Leman: A Probabilistic Framework for Audio-Based Tonal Key and Chord Recognition. 637-644
• 
  Katrin Sommer, Claus Weihs: Using MCMC as a Stochastic Optimization Procedure for Monophonic and Polyphonic Sound. 645-652
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  Gero Szepannek, Tamás Harczos, Frank Klefenz, András Kátai, Patrick Schikowski, Claus Weihs: Vowel Classification by a Neurophysiologically Parameterized Auditory Model. 653-660
• 
  Jens Dolata, Hans-Joachim Mucha, Hans-Georg Bartel: Uncovering the Internal Structure of the Roman Brick and Tile Making in Frankfurt-Nied by Cluster Validation. 663-670
• 
  Vincent Mom: Where Did I See You Before... A Holistic Method to Compare and Find Archaeological Artifacts. 671-680

last updated on Wed May 22 04:29:28 2013 by the dblp team
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