Articles with public access mandates - Vicente García JiménezLearn more
Not available anywhere: 5
Two-level classifier ensembles for credit risk assessment
AI Marqués, V García, JS Sánchez
Expert Systems with Applications 39 (12), 10916-10922, 2012
Mandates: Government of Spain
On the use of data filtering techniques for credit risk prediction with instance-based models
V García, AI Marqués, JS Sánchez
Expert Systems with Applications 39 (18), 13267–13276, 2012
Mandates: Government of Spain
Non-parametric statistical analysis of machine learning methods for credit scoring
V García, AI Marqués, JS Sánchez
Management Intelligent Systems: First International Symposium, 263-272, 2012
Mandates: Government of Spain
An Insight on the ‘Large G, Small n’ Problem in Gene-Expression Microarray Classification
V García, JS Sánchez, L Cleofas-Sánchez, HJ Ochoa-Domínguez, ...
Pattern Recognition and Image Analysis: 8th Iberian Conference, IbPRIA 2017 …, 2017
Mandates: Government of Spain
Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays
JS Sánchez, V García
LOPAL'18 International Conference on Learning and Optimization Algorithms …, 2018
Mandates: Government of Spain
Available somewhere: 32
On the effectiveness of preprocessing methods when dealing with different levels of class imbalance
V García, JS Sánchez, RA Mollineda
Knowledge-Based Systems 25 (1), 13-21, 2012
Mandates: Government of Spain
Exploring the behaviour of base classifiers in credit scoring ensembles
AI Marqués, V García, JS Sánchez
Expert Systems with Applications 39 (11), 10244-10250, 2012
Mandates: Government of Spain
On the suitability of resampling techniques for the class imbalance problem in credit scoring
AI Marqués, V García, JS Sánchez
Journal of the Operational Research Society 64 (7), 1060-1070, 2013
Mandates: Government of Spain
A literature review on the application of evolutionary computing to credit scoring
AI Marqués, V García, JS Sánchez
Journal of the Operational Research Society 64 (9), 1384-1399, 2013
Mandates: Government of Spain
Exploring the synergetic effects of sample types on the performance of ensembles for credit risk and corporate bankruptcy prediction
V García, AI Marqués, JS Sánchez
Information Fusion 47, 88-101, 2019
Mandates: Government of Spain
An insight into the experimental design for credit risk and corporate bankruptcy prediction systems
V García, AI Marqués, JS Sánchez
Journal of Intelligent Information Systems 44 (1), 159-189, 2015
Mandates: Government of Spain
Understanding the apparent superiority of over-sampling through an analysis of local information for class-imbalanced data
V García, JS Sánchez, AI Marqués, R Florencia, G Rivera
Expert Systems with Applications 15 (0), 1-19, 2020
Mandates: Government of Spain
Financial distress prediction using the hybrid associative memory with translation
L Cleofas-Sánchez, V García, AI Marqués, JS Sánchez
Applied Soft Computing 44, 144–152, 2016
Mandates: Government of Spain
A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios
R Alejo, RM Valdovinos, V García, JH Pacheco-Sanchez
Pattern Recognition Letters 34 (1), 380-388, 2013
Mandates: Government of Spain
Using regression models for predicting the product quality in a tubing extrusion process
V García, JS Sánchez, LA Rodríguez-Picón, LC Méndez-Gónzalez, ...
Journal of Intelligent Manufacturing 30 (6), 2535–2544, 2019
Mandates: Government of Spain
Surrounding neighborhood-based SMOTE for learning from imbalanced data sets
V García, JS Sánchez, R Martín-Félez, RA Mollineda
Progress in Artificial Intelligence, 1-16, 2012
Mandates: Government of Spain
Improving risk predictions by preprocessing imbalanced credit data
V García, AI Marqués, JS Sánchez
Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012
Mandates: Government of Spain
Dissimilarity-Based Linear Models for Corporate Bankruptcy Prediction
V García, AI Marqués, JS Sánchez, H Ochoa-Domínguez
Computational Economics 53 (3), 1019–1031, 2019
Mandates: Government of Spain
Mapping microarray gene expression data into dissimilarity spaces for tumor classification
V García, JS Sánchez
Information Sciences 294, 362-375, 2015
Mandates: Government of Spain
A bias correction function for classification performance assessment in two-class imbalanced problems
V García, RA Mollineda, JS Sánchez
Knowledge-Based Systems 59, 66-74, 2014
Mandates: Government of Spain
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