Ramón A. Mollineda

On the effectiveness of preprocessing methods when dealing with different levels of class imbalance

Vicente García, J. Salvador Sánchez, Ramón A. Mollineda · Knowledge-Based Systems · 2011 · 342 citations

Engineering, Data Science, Data Mining +8

On the k-NN performance in a challenging scenario of imbalance and overlapping

Vicente García, Ramón A. Mollineda, J. Salvador Sánchez · Pattern Analysis and Applications · 2007 · 215 citations

Network Science, Machine Learning, Data Science +9

An analysis of how training data complexity affects the nearest neighbor classifiers

J. Salvador Sánchez, Ramón A. Mollineda, José Martínez Sotoca · Pattern Analysis and Applications · 2007 · 91 citations

Training Data Complexity, Data Classification, Instance-based Learning +12

Theoretical Analysis of a Performance Measure for Imbalanced Data

Vicente García, Ramón A. Mollineda, J. Salvador Sánchez · 2010 · 70 citations

Engineering, Machine Learning, Classification Performance +17

Vision-based gait impairment analysis for aided diagnosis

Javier Ortells, María Trinidad Herrero, Ramón A. Mollineda · Medical & Biological Engineering & Computing · 2018 · 64 citations · Full text

Gait Analysis, Machine Vision, Kinesiology +8