M. Paz Sesmero Lorente

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 7

Top Topics

Handwritten Digit Recognition

Diversity Measures

Classifier Ensemble

Top Venues

WIREs Data Mining Knowl. Discov.

Publications

M. Paz Sesmero Lorente, José Antonio Iglesias, Elena Magán, Agapito Ledezma, Araceli Sanchis
Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles. Appl. Soft Comput. 111 (2021)
Elena Magán, Agapito Ledezma, M. Paz Sesmero Lorente, Araceli Sanchis
Fuzzy Alarm System based on Human-centered Approach. VEHITS (2020)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Alessandro Giuliani, Giuliano Armano, Araceli Sanchis
Measuring Diversity and Accuracy in ANN Ensembles. CAEPIA (2018)
Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. IWANN (2) (2017)
Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
Forecasting time series by an ensemble of Artificial Neural Networks based on transforming the time series. SMC (2016)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
An ensemble approach of dual base learners for multi-class classification problems. Inf. Fusion 24 (2015)
M. Paz Sesmero Lorente, Agapito Ledezma, Araceli Sanchis
Generating ensembles of heterogeneous classifiers using Stacked Generalization. WIREs Data Mining Knowl. Discov. 5 (1) (2015)
Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Araceli Sanchis
Combining additive input noise annealing and pattern transformations for improved handwritten character recognition. Expert Syst. Appl. 41 (18) (2014)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Araceli Sanchis
CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. HAIS (2014)
Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. ICANN (2013)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
A new artificial neural network ensemble based on feature selection and class recoding. Neural Comput. Appl. 21 (4) (2012)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
Specialized Ensemble of Classifiers for Traffic Sign Recognition. IWANN (2007)