Ricardo F. Alvear-Sandoval

Publication Activity (10 Years)

Years Active: 2016-2020
Publications (10 Years): 7

Top Topics

Majority Voting

Ensemble Learning

Classifier Ensemble

Top Venues

Publications

Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. Ensembles overview and proposal. Inf. Fusion 62 (2020)
Siham Tabik, Ricardo F. Alvear-Sandoval, María M. Ruiz, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Francisco Herrera
A tutorial on ensembles and deep learning fusion with MNIST as guiding thread: A complex heterogeneous fusion scheme reaching 10 digits error. CoRR (2020)
Ricardo F. Alvear-Sandoval, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
On improving CNNs performance: The case of MNIST. Inf. Fusion 52 (2019)
Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal
On building ensembles of stacked denoising auto-encoding classifiers and their further improvement. Inf. Fusion 39 (2018)
Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal
On building ensembles of stacked denoising auto-encoding classifiers and their further improvement - a correction. Inf. Fusion 40 (2018)
Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal
An Experiment in Pre-Emphasizing Diversified Deep Neural Classifiers. ESANN (2016)
Manuel Montoya-Catala, Ricardo F. Alvear-Sandoval, Aníbal R. Figueiras-Vidal
Experiments in combining boosting and deep stacked networks. MLSP (2016)