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ORCID30. GfKl 2006: Berlin, Germany
- Reinhold Decker, Hans-Joachim Lenz:
Advances in Data Analysis, Proceedings of the 30th Annual Conference of the Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8-10, 2006. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2007, ISBN 978-3-540-70980-0
Clustering
- 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 - 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 - Kurt Hornik, David Meyer:
Deriving Consensus Rankings from Benchmarking Experiments. 163-170 - 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 - 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
- Nees Jan van Eck, Ludo Waltman:
VOS: A New Method for Visualizing Similarities Between Objects. 299-306 - 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
- Christian Borgelt:
Canonical Forms for Frequent Graph Mining. 337-349 - 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 - 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
- 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 - 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 - 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 - Iga Rudawska, Adam Sagan:
Multilevel Dimensions of Consumer Relationships in the Healthcare Service Market M-L IRT vs. M-L SEM Approach. 481-488 - 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
- 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 - Miroslaw Wójciak, Aleksandra Wójcicka-Krenz:
The Influence of Specific Information on the Credit Risk Level. 547-554
Bio- and Health Sciences
- 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 - 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 - Peter Grzybek, Ernst Stadlober, Emmerich Kelih:
The Relationship of Word Length and Sentence Length: The Inter-Textual Perspective. 611-618 - 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 - 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
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