José A. Lozano

Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation

Juan Diego Rodríguez, Aritz Pérez, José A. Lozano · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 1.8K citations

Engineering, Machine Learning, Kappa-fold Cross Validation +19

An empirical comparison of four initialization methods for the K-Means algorithm

José M. Peña, José A. Lozano, Pedro Larrañaga · Pattern Recognition Letters · 1999 · 860 citations

Mathematical Programming, Numerical Analysis, Empirical Comparison +11

Differential Micro RNA Expression in PBMC from Multiple Sclerosis Patients

David Otaegui, Sergio E. Baranzini, Rubén Armañanzas et al. · PLoS ONE · 2009 · 240 citations · Full text

Systems Biology, Functional Genomics, Multiple Sclerosis Patients +14

An efficient approximation to the K-means clustering for massive data

Marco Capó, Aritz Pérez, José A. Lozano · Knowledge-Based Systems · 2016 · 216 citations · Full text

Cluster Computing, Document Clustering, Engineering +12

Optimization in Continuous Domains by Learning and Simulation of Gaussian Networks

Pedro Larrañaga, Ramón Etxeberria, José A. Lozano et al. · 2000 · 205 citations