Listar LSI_Capítols de llibres por autoría "fcb67833-6aaa-4497-9282-a69a652e75dc"
Mostrando ítems 1-4 de 4
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Assessment of Financial Risk Prediction Models with Multi-criteria Decision Making Methods
Sánchez Garreta, Josep Salvador; García, Vicente; Marqués Marzal, Ana Isabel Springer Berlin Heidelberg (2012)A wide range of classification models have been explored for financial risk prediction, but conclusions on which technique behaves better may vary when different performance evaluation measures are employed. Accordingly, ... -
Gender Classification from Pose-Based GEIs
Martín Félez, Raúl; Mollineda, Ramón A.; Sánchez Garreta, Josep Salvador Springer Berlin Heidelberg (2012)This paper introduces a new approach for gait-based gender classification in which some key biomechanical poses of a gait pattern are represented by partial Gait Energy Images (GEIs). These pose-based GEIs can more accurately ... -
Improving Risk Predictions by Preprocessing Imbalanced Credit Data
García, Vicente; Marqués Marzal, Ana Isabel; Sánchez Garreta, Josep Salvador Springer Berlin Heidelberg (2012)Imbalanced credit data sets refer to databases in which the class of defaulters is heavily under-represented in comparison to the class of non-defaulters. This is a very common situation in real-life credit scoring ... -
One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices
Millán Giraldo, Mónica; García, Vicente; Sánchez Garreta, Josep Salvador Springer Berlin Heidelberg (2012)In the dissimilarity representation paradigm, several prototype selection methods have been used to cope with the topic of how to select a small representation set for generating a low-dimensional dissimilarity space. In ...