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M. Paz Sesmero
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Year
Generating ensembles of heterogeneous classifiers using stacked generalization
MP Sesmero, AI Ledezma, A Sanchis
Wiley interdisciplinary reviews: data mining and knowledge discovery 5 (1 …, 2015
1812015
Driver drowsiness detection by applying deep learning techniques to sequences of images
E Magán, MP Sesmero, JM Alonso-Weber, A Sanchis
Applied Sciences 12 (3), 1145, 2022
672022
An ensemble approach of dual base learners for multi-class classification problems
MP Sesmero, JM Alonso-Weber, G Gutierrez, A Ledezma, A Sanchis
Information Fusion 24, 122-136, 2015
322015
A new artificial neural network ensemble based on feature selection and class recoding
MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis
Neural Computing and Applications 21, 771-783, 2012
252012
Impact of the learners diversity and combination method on the generation of heterogeneous classifier ensembles
MP Sesmero, JA Iglesias, E Magán, A Ledezma, A Sanchis
Applied Soft Computing 111, 107689, 2021
242021
Combining additive input noise annealing and pattern transformations for improved handwritten character recognition
JM Alonso-Weber, MP Sesmero, A Sanchis
Expert systems with applications 41 (18), 8180-8188, 2014
202014
Implementing a gaze tracking algorithm for improving advanced driver assistance systems
A Ledezma, V Zamora, Ó Sipele, MP Sesmero, A Sanchis
Electronics 10 (12), 1480, 2021
142021
Mining Disease Courses across Organizations: A Methodology Based on Process Mining of Diagnosis Events Datasets
P de Toledo, C Joppien, MP Sesmero, P Drews
41st Annual International Conference of the IEEE Engineering in Medicine and …, 2019
102019
CCE: An ensemble architecture based on coupled ANN for solving multiclass problems
MP Sesmero, JM Alonso-Weber, A Sanchis
Information Fusion 58, 132-152, 2020
92020
Handwritten digit recognition with pattern transformations and neural network averaging
JM Alonso-Weber, MP Sesmero, G Gutierrez, A Ledezma, A Sanchis
Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013
92013
Specialized ensemble of classifiers for traffic sign recognition
MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis
Computational and Ambient Intelligence: 9th International Work-Conference on …, 2007
92007
Testing feature selection in traffic signs
MP Sesmero Lorente, JM Alonso Weber, G Gutiérrez Sánchez, ...
Computer aided systems theory (EUROCAST 2007): 11th International Conference …, 2007
82007
Evolving Gaussian on-line clustering in social network analysis
I Škrjanc, G Andonovski, JA Iglesias, MP Sesmero, A Sanchis
Expert Systems With Applications 207, 117881, 2022
52022
CCE: an approach to improve the accuracy in ensembles by using diverse base learners
MP Sesmero, JM Alonso-Weber, G Gutierrez, A Sanchis
Hybrid Artificial Intelligence Systems: 9th International Conference, HAIS …, 2014
42014
Forecasting time series by an ensemble of artificial neural networks based on transforming the time series
G Gutierrez, MP Sesmero, A Sanchis
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
32016
Genetic learning of text patterns
J Serrano, MD Castillo, M Sesmero
Proc. of CAEPIA03, 231-234, 2003
32003
Perception and Representation in a Multistrategy Learning Process. Learning’00
MD Castillo, P Sesmero
ISBN 84-89315-19-01, 2000
32000
Measuring diversity and accuracy in ANN ensembles
MP Sesmero, JM Alonso-Weber, A Giuliani, G Armano, A Sanchis
Advances in Artificial Intelligence: 18th Conference of the Spanish …, 2018
22018
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model
G Gutierrez, M Paz Sesmero, A Sanchis
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
22017
Input transformation and output combination for improved handwritten digit recognition
JM Alonso-Weber, MP Sesmero, G Gutierrez, A Ledezma, A Sanchis
Artificial Neural Networks: Methods and Applications in Bio …, 2015
22015
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