Tipo de publicación: journal-article

Data Preprocessing in Data Mining

Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis

MRPR: A MapReduce solution for prototype reduction in big data classification

Managing monotonicity in classification by a pruned random forest

Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity

SEG-SSC: A Framework Based on Synthetic Examples Generation for Self-Labeled Semi-Supervised Classification

Self-labeled techniques for semi-supervised learning: Taxonomy, software and empirical study

Analyzing convergence performance of evolutionary algorithms: A statistical approach

Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

On the statistical analysis of the parameters’ trend in a machine learning algorithm