Exploring Early Classification Strategies of Streaming Data with Delayed Attributes. - Mónica Millán-Giraldo; José Salvador Sánchez 001; V. Javier Traver (ICONIP (1), 2009)

Dissimilarity-based classification of data with missing attributes. - Mónica Millán-Giraldo; Robert P. W. Duin; José Salvador Sánchez 001 (CIP, 2010)

A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Relevance Influence. - Mónica Millán-Giraldo; José Salvador Sánchez 001; V. Javier Traver (ICMLA, 2010)

On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning. - Mónica Millán-Giraldo; Vicente Javier Traver; José Salvador Sánchez 001 (IbPRIA, 2011)

On-line learning from streaming data with delayed attributes: a comparison of classifiers and strategies. - Mónica Millán-Giraldo; José Salvador Sánchez 001; V. Javier Traver (Neural Comput. Appl., 2011)

Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. - Mónica Millán-Giraldo; Vicente García 001; José Salvador Sánchez 001 (ICPRAM (1), 2012)

One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices. - Mónica Millán-Giraldo; Vicente García 001; José Salvador Sánchez 001 (SSPR/SPR, 2012)

Machine Learning Techniques for Short-Term Electric Power Demand Prediction. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Temperature Forecast in Buildings Using Machine Learning Techniques. - Fernando Mateo; Juan José Carrasco; Mónica Millán-Giraldo; Abderrahim Sellami; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (ESANN, 2013)

Feature Selection for Footwear Shape Estimation. - Fernando Mateo; Mónica Millán-Giraldo; Juan José Carrasco; Enrique Montiel; José Antonio Bernabéu; José David Martín-Guerrero (ESANN, 2013)

Machine learning methods to forecast temperature in buildings. - Fernando Mateo; Juan José Carrasco; Abderrahim Sellami; Mónica Millán-Giraldo; Manuel Domínguez 002; Emilio Soria-Olivas (Expert Syst. Appl., 2013)

ELM Regularized Method for Classification Problems. - Juan José Carrasco Fernández; Mónica Millán-Giraldo; Juan Caravaca; Pablo Escandell-Montero; José María Martínez-Martínez; Emilio Soria-Olivas (Int. J. Artif. Intell. Tools, 2016)