Javier Sánchez-Monedero

Publications

On the use of evolutionary time series analysis for segmenting paleoclimate data (2019)
Orca: A matlab/octave toolbox for ordinal regression (2019)
Partial order label decomposition approaches for melanoma diagnosis (2018)
A study on multi-scale kernel optimisation via centered kernel-target alignment (2016)
Classification of melanoma presence and thickness based on computational image analysis (2016)
Fisher score-based feature selection for ordinal classification: A social survey on subjective well-being (2016)
Representing ordinal input variables in the context of ordinal classification (2016)
Tackling the ordinal and imbalance nature of a melanoma image classification problem (2016)
Kernelising the Proportional Odds Model through kernel learning techniques (2015)
Ordinal regression methods: survey and experimental study (2015)
Time series segmentation of paleoclimate tipping points by an evolutionary algorithm (2014)
An n-spheres based synthetic data generator for supervised classification (2013)
Kernelizing the proportional odds model through the empirical kernel mapping (2013)
Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment. (2013)
An experimental study of different ordinal regression methods and measures (2012)