Pedro J. García-Laencina

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

José M. Jerez, Ignacio Molina, Pedro J. García-Laencina et al. · Artificial Intelligence in Medicine · 2010 · 587 citations

Engineering, Machine Learning, Data Mining +9

K nearest neighbours with mutual information for simultaneous classification and missing data imputation

Pedro J. García-Laencina, José‐Luis Sancho‐Gómez, Anı́bal R. Figueiras-Vidal et al. · Neurocomputing · 2009 · 251 citations

Data Classification, Classification Method, Sparse Representation +12

A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients

Miriam Seoane Santos, Pedro Henriques Abreu, Pedro J. García-Laencina et al. · Journal of Biomedical Informatics · 2015 · 205 citations

Survival Prediction, Hepatology, Hepatocellular Carcinoma Patients +8

Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values

Pedro J. García-Laencina, Pedro Henriques Abreu, Miguel Henriques Abreu et al. · Computers in Biology and Medicine · 2015 · 157 citations

Cancer Epidemiology, Breast Cancer Patients, Data Imputation +8

Exploring dimensionality reduction of EEG features in motor imagery task classification

Pedro J. García-Laencina, Germán Rodríguez-Bermúdez, Joaquín Roca‐Dorda · Expert Systems with Applications · 2014 · 70 citations

Eeg Features, Engineering, Data Science +12