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Plenaries and Semi-plenaries |
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Boosting and l1-Penalty Methods for High-dimensional Data with Some Applications in Genomics |
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1 | (12) |
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Striving for an Adequate Vocabulary: Next Generation `Metadata' |
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13 | (8) |
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Scalable Swarm Based Fuzzy Clustering |
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21 | (11) |
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SolEuNet: Selected Data Mining Techniques and Applications |
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32 | (8) |
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Inferred Causation Theory: Time for a Paradigm Shift in Marketing Science? |
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40 | (12) |
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52 | (11) |
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Identification of Real-world Objects in Multiple Databases |
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63 | (12) |
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Kernels for Predictive Graph Mining |
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75 | (12) |
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PRISMA: Improving Risk Estimation with Parallel Logistic Regression Trees |
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87 | (8) |
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Latent Class Analysis and Model Selection |
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95 | (8) |
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An Indicator for the Number of Clusters: Using a Linear Map to Simplex Structure |
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103 | (8) |
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On the Use of Some Classification Quality Measure to Construct Mean Value Estimates Under Nonresponse |
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111 | (8) |
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A Wrapper Feature Selection Method for Combined Tree-based Classifiers |
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119 | (7) |
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Input Variable Selection in Kernel Fisher Discriminant Analysis |
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126 | (8) |
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The Wavelet Packet Based Cepstral Features for Open Set Speaker Classification in Marathi |
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134 | (8) |
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A New Effective Algorithm for Stepwise Principle Components Selection in Discriminant Analysis |
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142 | (8) |
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A Comparison of Validation Methods for Learning Vector Quantization and for Support Vector Machines on Two Biomedical Data Sets |
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150 | (8) |
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Discriminant Analysis of Polythetically Described Older Palaeolithic Stone Flakes: Possibilities and Questions |
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158 | (8) |
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Classification with Latent Variable Models |
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Model-based Density Estimation by Independent Factor Analysis |
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166 | (8) |
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Identifying Multiple Cluster Structures Through Latent Class Models |
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174 | (8) |
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Gene Selection in Classification Problems via Projections onto a Latent Space |
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182 | (8) |
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Multiway Classification and Data Analysis |
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The Recovery Performance of Two-mode Clustering Methods: Monte Carlo Experiment |
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190 | (8) |
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On the Comparability of Relialibility Measures: Bifurcation Analysis of Two Measures in the Case of Dichotomous Ratings |
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198 | (8) |
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Ranking, Multi-label Classification, Preferences |
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On Active Learning in Multi-label Classification |
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206 | (8) |
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From Ranking to Classification: A Statistical View |
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214 | (8) |
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PLS Path Modeling, PLS Regression and Classification |
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Assessing Unidimensionality within PLS Path Modeling Framework |
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222 | (8) |
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The Partial Robust M-approach |
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230 | (8) |
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Classification in PLS Path Models and Local Model Optimisation |
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238 | (8) |
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Robust Methods in Multivariate Statistics |
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Hierarchical Clustering by Means of Model Grouping |
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246 | (8) |
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Deepest Points and Least Deep Points: Robustness and Outliers with MZE |
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254 | (8) |
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Robust Transformations and Outlier Detection with Autocorrelated Data |
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262 | (8) |
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Robust Multivariate Methods: The Projection Pursuit Approach |
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270 | (8) |
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Finding Persisting States for Knowledge Discovery in Time Series |
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278 | (8) |
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Data Mining and Explorative Multivariate Data Analysis |
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Restricted Co-inertia Analysis |
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286 | (8) |
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Hausman Principal Component Analysis |
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294 | (8) |
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Nonlinear Time Series Modelling: Monitoring a Drilling Process |
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302 | (8) |
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Word Length and Frequency Distributions in Different Text Genres |
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310 | (8) |
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Bootstrapping an Unsupervised Morphemic Analysis |
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318 | (8) |
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Automatic Extension of Feature-based Semantic Lexicons via Contextual Attributes |
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326 | (8) |
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Learning Ontologies to Improve Text Clustering and Classification |
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334 | (8) |
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Discovering Communities in Linked Data by Multi-view Clustering |
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342 | (8) |
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Crosslinguistic Computation and a Rhythm-based Classification of Languages |
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350 | (8) |
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Using String Kernels for Classification of Slovenian Web Documents |
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358 | (8) |
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Semantic Decomposition of Character Encodings for Linguistic Knowledge Discovery |
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366 | (8) |
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Applying Collaborative Filtering to Real-life Corporate Data |
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374 | (8) |
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Quantitative Text Typology: The Impact of Sentence Length |
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382 | (8) |
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A Hybrid Machine Learning Approach for Information Extraction from Free Text |
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390 | (8) |
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Text Classification with Active Learning |
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398 | (8) |
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Towards Structure-sensitive Hypertext Categorization |
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406 | (8) |
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Evaluating the Performance of Text Mining Systems on Real-world Press Archives |
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414 | (8) |
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Part-of-Speech Induction by Singular Value Decomposition and Hierarchical Clustering |
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422 | (8) |
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Near Similarity Search and Plagiarism Analysis |
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430 | (8) |
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Objective Function-based Discretization |
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438 | (8) |
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Understanding and Controlling the Membership Degrees in Fuzzy Clustering |
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446 | (8) |
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Autonomous Sensor-based Landing Systems: Fusion of Vague and Incomplete Information by Application of Fuzzy Clustering Techniques |
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454 | (8) |
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Outlier Preserving Clustering for Structured Data Through Kernels |
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462 | (8) |
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Economics and Mining in Business Processes |
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Classification-relevant Importance Measures for the West German Business Cycle |
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470 | (8) |
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The Classification of Local and Branch Labour Markets in the Upper Silesia |
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478 | (8) |
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An Overview of Artificial Life Approaches for Clustering |
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486 | (8) |
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Design Problems of Complex Economic Experiments |
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494 | (8) |
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Traffic Sensitivity of Long-term Regional Growth Forecasts |
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502 | (8) |
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Spiralling in BTA Deep-hole Drilling: Models of Varying Frequencies |
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510 | (8) |
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Analysis of the Economic Development of Districts in Poland as a Basis for the Framing of Regional Policies |
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518 | (8) |
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The Classification of Candlestick Charts: Laying the Foundation for Further Empirical Research |
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526 | (8) |
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Modeling and Estimating the Credit Cycle by a Probit-AR(1)-Process |
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534 | (8) |
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Comparing and Selecting SVM-Kernels for Credit Scoring |
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542 | (8) |
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Value at Risk Using the Principal Components Analysis on the Polish Power Exchange |
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550 | (8) |
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A Market Basket Analysis Conducted with a Multivariate Logit Model |
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558 | (8) |
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Solving and Interpreting Binary Classification Problems in Marketing with SVMs |
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566 | (8) |
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Modeling the Nonlinear Relationship Between Satisfaction and Loyalty with Structural Equation Models |
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574 | (8) |
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Job Choice Model to Measure Behavior in a Multi-stage Decision Process |
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582 | (8) |
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Semiparametric Stepwise Regression to Estimate Sales Promotion Effects |
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590 | (8) |
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Adaptivity and Personalization |
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Implications of Probabilistic Data Modeling for Mining Association Rules |
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598 | (8) |
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Copula Functions in Model Based Clustering |
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606 | (8) |
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Attribute-aware Collaborative Filtering |
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614 | (8) |
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User and Data Authentication in IT Security |
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Towards a Flexible Framework for Open Source Software for Handwritten Signature Analysis |
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622 | (8) |
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Multimodal Biometric Authentication System Based on Hand Features |
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630 | (8) |
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Labelling and Authentication for Medical Imaging Through Data Hiding |
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638 | (8) |
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Hand-geometry Recognition Based on Contour Landmarks |
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646 | (8) |
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A Cross-cultural Evaluation Framework for Behavioral Biometric User Authentication |
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654 | (8) |
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Bioinformatics and Biostatistics |
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On External Indices for Mixtures: Validating Mixtures of Genes |
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662 | (8) |
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Tests for Multiple Change Points in Binary Markov Sequences |
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670 | (8) |
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UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data |
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678 | (6) |
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Classification of High-dimensional Biological and Medical Data |
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A Ridge Classification Method for High-dimensional Observations |
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684 | (8) |
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Assessing the Trustworthiness of Clustering Solutions Obtained by a Function Optimization Scheme |
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692 | (8) |
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Variable Selection for Discrimination of More Than Two Classes Where Data are Sparse |
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700 | (8) |
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Medical and Health Sciences |
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The Assessment of Second Primary Cancers (SPCs) in a Series of Splenic Marginal Zone Lymphoma (SMZL) Patients |
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708 | (8) |
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Heart Rate Classification Using Support Vector Machines |
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716 | (8) |
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Visual Mining in Music Collections |
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724 | (8) |
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Modeling Memory for Melodies |
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732 | (8) |
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Parameter Optimization in Automatic Transcription of Music |
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740 | (8) |
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GfKl Data Mining Competition 2005: Predicting Liquidity Crises of Companies |
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748 | (11) |
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| Author Index |
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759 | |
