M. Paz Sesmero Lorente

13 papers B 1C 2Misc 2Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2021 J jnl
Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles.
Appl. Soft Comput.
M. Paz Sesmero Lorente, José Antonio Iglesias, Elena Magán, Agapito Ledezma, Araceli Sanchis
2020 C conf
Fuzzy Alarm System based on Human-centered Approach.
VEHITS
Elena Magán, Agapito Ledezma, M. Paz Sesmero Lorente, Araceli Sanchis
2018 — conf
Measuring Diversity and Accuracy in ANN Ensembles.
CAEPIA
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Alessandro Giuliani, Giuliano Armano, Araceli Sanchis
2017 — conf
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model.
IWANN (2)
Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
2016 B conf
Forecasting time series by an ensemble of Artificial Neural Networks based on transforming the time series.
SMC
Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
2015 J jnl
An ensemble approach of dual base learners for multi-class classification problems.
Inf. Fusion
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2015 J jnl
Generating ensembles of heterogeneous classifiers using Stacked Generalization.
WIREs Data Mining Knowl. Discov.
M. Paz Sesmero Lorente, Agapito Ledezma, Araceli Sanchis
2014 Misc conf
CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners.
HAIS
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Araceli Sanchis
2014 J jnl
Combining additive input noise annealing and pattern transformations for improved handwritten character recognition.
Expert Syst. Appl.
Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Araceli Sanchis
2013 C conf
Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging.
ICANN
Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2012 J jnl
A new artificial neural network ensemble based on feature selection and class recoding.
Neural Comput. Appl.
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2009 — ch.
Ensemble of ANN for Traffic Sign Recognition.
Encyclopedia of Artificial Intelligence
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez Sánchez, Agapito Ledezma Espino, Araceli Sanchis de Miguel
2007 Misc conf
Specialized Ensemble of Classifiers for Traffic Sign Recognition.
IWANN
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis