A. I. Marqués

Publication Activity (10 Years)

Years Active: 2001-2020
Publications (10 Years): 3

Top Topics

Evolutionary Computing

Base Classifiers

Regression Model

Top Venues

Expert Syst. Appl.

J. Oper. Res. Soc.

Appl. Soft Comput.

Publications

Vicente García, J. Salvador Sánchez, A. I. Marqués, Rogelio Florencia Juárez, Gilberto Rivera Zárate
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data. Expert Syst. Appl. 158 (2020)
Vicente García, J. Salvador Sánchez, A. I. Marqués, Rafael Martínez-Peláez
A regression model based on the nearest centroid neighborhood. Pattern Anal. Appl. 21 (4) (2018)
Laura Cleofas-Sánchez, Vicente García, A. I. Marqués, José Salvador Sánchez
Financial distress prediction using the hybrid associative memory with translation. Appl. Soft Comput. 44 (2016)
A. I. Marqués, Vicente García, José Salvador Sánchez
A literature review on the application of evolutionary computing to credit scoring. J. Oper. Res. Soc. 64 (9) (2013)
Vicente García, A. I. Marqués, J. Salvador Sánchez
Non-parametric Statistical Analysis of Machine Learning Methods for Credit Scoring. IS-MiS (2012)
A. I. Marqués, Vicente García, José Salvador Sánchez
Two-level classifier ensembles for credit risk assessment. Expert Syst. Appl. 39 (12) (2012)
Vicente García, A. I. Marqués, José Salvador Sánchez
On the use of data filtering techniques for credit risk prediction with instance-based models. Expert Syst. Appl. 39 (18) (2012)
A. I. Marqués, Vicente García, José Salvador Sánchez
Exploring the behaviour of base classifiers in credit scoring ensembles. Expert Syst. Appl. 39 (11) (2012)
José Salvador Sánchez, A. I. Marqués
An LVQ-based adaptive algorithm for learning from very small codebooks. Neurocomputing 69 (7-9) (2006)
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo, Jorge Badenas
Analysis of new techniques to obtain quality training sets. Pattern Recognit. Lett. 24 (7) (2003)
José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo
Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. SIBGRAPI (2001)