M. Pérez-Ortiz

Latest

• On the use of evolutionary time series analysis for segmenting paleoclimate data
• ORCA: A Matlab/Octave Toolbox for Ordinal Regression
• Partial order label decomposition approaches for melanoma diagnosis
• Advanced feature extraction and machine learning models to melanoma and Breslow index detection
• Representing ordinal input variables in the context of ordinal classification
• Tackling the ordinal and imbalance nature of a melanoma image classification problem
• Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings
• Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS 2016, Seville, Spain, April 18-20, 2016, Proceedings
• Ordinal regression methods: survey and experimental study
• A study on multi-scale kernel optimisation via centered kernel-target alignment
• Kernelising the Proportional Odds Model through Kernel Learning techniques
• Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm
• An ıtshape n-Spheres Based Synthetic Data Generator for Supervised Classification
• Estudio comparativo de distintos métodos de umbral en regresión ordinal
• Kernelising the Proportional Odds Model through kernel learning techniques
• Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment
• An Experimental Study of Different Ordinal Regression Methods and Measures