Juan Manuel Alonso-Weber

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 2

Top Topics

Multiclass Problems

Ensemble Learning

Top Venues

Neural Comput. Appl.

Publications

Maria Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Araceli Sanchis
CCE: An ensemble architecture based on coupled ANN for solving multiclass problems. Inf. Fusion 58 (2020)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Alessandro Giuliani, Giuliano Armano, Araceli Sanchis
Measuring Diversity and Accuracy in ANN Ensembles. CAEPIA (2018)
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)
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)
Juan Manuel Alonso-Weber, Araceli Sanchis
A Skeletonizing Reconfigurable Self-Organizing Model: Validation Through Text Recognition. Neural Process. Lett. 34 (1) (2011)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
Specialized Ensemble of Classifiers for Traffic Sign Recognition. IWANN (2007)
Juan Manuel Alonso-Weber, Inés María Galván, Araceli Sanchis de Miguel
Modified Self-organizing Maps for Line Extraction in Digitized Text Documents. Applied Informatics (2003)