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 · 1.9K citations

Computing, Computer Science, Machine Learning +15

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

José M. Peña, José A. Lozano, Pedro Larrañaga · Pattern Recognition Letters · 1999 · 867 citations

Computing, Computer Science, Mathematics +7

Differential Micro RNA Expression in PBMC from Multiple Sclerosis Patients

David Otaegui, Sergio E. Baranzini, Rubén Armañanzas et al. · PLoS ONE · 2009 · 243 citations · Full text

Life Sciences, Immunology, Molecular Biology +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

Computing, Computer Science, Big Data Analytics +12

Optimization in Continuous Domains by Learning and Simulation of Gaussian Networks

Pedro Larrañaga, Ramón Etxeberria, José A. Lozano et al. · 2000 · 206 citations

Natural Sciences, Computer Science, Machine Learning +11