Laura Morán-Fernández
Laura Morán-Fernández
Assistant Lecturer, CITIC, Universidade da Coruña
Dirección de correo verificada de udc.es
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Centralized vs. distributed feature selection methods based on data complexity measures
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Knowledge-Based Systems 117, 27-45, 2017
472017
Can classification performance be predicted by complexity measures? A study using microarray data
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Knowledge and Information Systems 51 (3), 1067-1090, 2017
292017
A time efficient approach for distributed feature selection partitioning by features
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Conference of the Spanish association for artificial intelligence, 245-254, 2015
132015
An insight on complexity measures and classification in microarray data
V Bolón-Canedo, L Moran-Fernandez, A Alonso-Betanzos
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
122015
Data complexity measures for analyzing the effect of SMOTE over microarrays.
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
ESANN, 2016
82016
A review of microarray datasets: where to find them and specific characteristics
A Alonso-Betanzos, V Bolón-Canedo, L Morán-Fernández, ...
Microarray Bioinformatics, 65-85, 2019
62019
Feature Selection Applied to Microarray Data
A Alonso-Betanzos, V Bolón-Canedo, L Morán-Fernández, B Seijo-Pardo
Microarray Bioinformatics, 123-152, 2019
42019
On the use of different base classifiers in multiclass problems
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Progress in Artificial Intelligence 6 (4), 315-323, 2017
42017
Feature selection with limited bit depth mutual information for portable embedded systems
L Morán-Fernández, K Sechidis, V Bolón-Canedo, A Alonso-Betanzos, ...
Knowledge-Based Systems 197, 105885, 2020
32020
Feature selection with limited bit depth mutual information for embedded systems
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Multidisciplinary Digital Publishing Institute Proceedings 2 (18), 1187, 2018
32018
A distributed approach for classification using distance metrics.
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
ESANN, 2017
32017
Preprocessing in high dimensional datasets
A Alonso-Betanzos, V Bolón-Canedo, C Eiras-Franco, ...
Advances in Biomedical Informatics, 247-271, 2018
22018
Do we need hundreds of classifiers or a good feature selection?
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
ESANN, 399-404, 2020
12020
Distributed classification based on distances between probability distributions in feature space
P Montero-Manso, L Morán-Fernández, V Bolón-Canedo, JA Vilar, ...
Information Sciences 496, 431-450, 2019
12019
Análisis de algoritmos de cuantificacíon basados en ajuste de distribuciones
A Castano, L Morán-Fernández, J Alonso, V Bolón-Canedo, ...
IX Simposio de Teoría y Aplicaciones de la Minería de Datos (TAMIDA 2018 …, 2018
12018
Selection of the best base classifier in one-versus-one using data complexity measures
L Morán-Fernández, V Bolón-Canedo, A Alonso-Betanzos
Conference of the Spanish Association for Artificial Intelligence, 110-120, 2016
12016
How important is data quality? Best classifiers vs best features
L Moran-Fernandez, V Bolon-Canedo, A Alonso-Betanzos
Neurocomputing, 2021
2021
When Size Matters: Markov Blanket with Limited Bit Depth Conditional Mutual Information
L Morán-Fernández, E Blanco-Mallo, K Sechidis, A Alonso-Betanzos, ...
IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile …, 2020
2020
Simple but not simplistic: reducing the complexity of machine learning methods
L Morán Fernández
2020
Los docentes que no han dejado de ser alumnos. Retos y experiencias en dos medios diferentes: online vs presencial
L Morán Fernández, B Seijo Pardo, C Eiras Franco
Actas del Simposio-Taller previo a las Jornadas sobre Enseñanza …, 2018
2018
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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