Mónica Millán-Giraldo

Publication Activity (10 Years)

Years Active: 2009-2016
Publications (10 Years): 1

Top Topics

Machine Learning

Prototype Selection

Class Imbalance

Nearest Neighbor Classification

Top Venues

Expert Syst. Appl.

Int. J. Artif. Intell. Tools

Publications

Juan José Carrasco Fernández, Mónica Millán-Giraldo, Juan Caravaca, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
ELM Regularized Method for Classification Problems. Int. J. Artif. Intell. Tools 25 (1) (2016)
Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero
Feature Selection for Footwear Shape Estimation. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Machine Learning Techniques for Short-Term Electric Power Demand Prediction. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas
Temperature Forecast in Buildings Using Machine Learning Techniques. ESANN (2013)
Fernando Mateo, Juan José Carrasco, Abderrahim Sellami, Mónica Millán-Giraldo, Manuel Domínguez, Emilio Soria-Olivas
Machine learning methods to forecast temperature in buildings. Expert Syst. Appl. 40 (4) (2013)
Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez
Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. ICPRAM (1) (2012)
Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez
One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices. SSPR/SPR (2012)
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
On-line learning from streaming data with delayed attributes: a comparison of classifiers and strategies. Neural Comput. Appl. 20 (7) (2011)
Mónica Millán-Giraldo, Vicente Javier Traver, José Salvador Sánchez
On-Line Classification of Data Streams with Missing Values Based on Reinforcement Learning. IbPRIA (2011)
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
A Comparison of Techniques for Handling Incomplete Input Data with a Focus on Attribute Relevance Influence. ICMLA (2010)
Mónica Millán-Giraldo, Robert P. W. Duin, José Salvador Sánchez
Dissimilarity-based classification of data with missing attributes. CIP (2010)
Mónica Millán-Giraldo, José Salvador Sánchez, V. Javier Traver
Exploring Early Classification Strategies of Streaming Data with Delayed Attributes. ICONIP (1) (2009)