Pattern Recognition - Applications and Methods: International Conference, ICPRAM 2012 Vilamoura, Algarve, Portugal, February 6-8, 2012 Revised Selected Papers - Softcover

Inhaltsangabe

Pattern Recognition as an Indicator of Diagnostic Expertise.- Analysis of Factorial Designs with the Consideration of Interactions via the Stepwise Response Refinement Screener (SRRS).- Object Detection with Semi-local Features.- Inferring Time Varying Dynamic Linear Model Parameters from a Mixture Model.- A Performance Evaluation of Mutual Information Estimators for Multivariate Feature Selection.- Modelling and Explaining Online News Preferences.- Combining Graph Seriation and Substructures Mining for Graph Recognition.- Segmentation of Nonstationary Time Series with Geometric Clustering.- A Novel Framework for Nontechnical Losses Detection in Electricity Companies.- Adaptive Features for Object Classification.- SVM-based Feature Selection and Classification for Email Filtering.- Instance Selection Methods and Resampling Techniques for Dissimilarity Representation with Imbalanced Data Sets.- Simplex Decompositions using Singular Values Decomposition.- On the Understanding of the Stream Volume Behavior on Twitter.- Training Selection with Label Propagation for Semi-supervised Land Classification and Segmentation of Satellite Images.- Hyperspectral Imagery Framework for Unmixing and Dimensionality Estimation.

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