PhD Laura Morán Fernández  

Profesora contratada interina de sustitución (INT-SU)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Laboratorio de Investigación y Desarrollo en Inteligencia Artificial
Research lines feature selection, machine learning
Contacto UDC directory
Orcid id0000-0001-6703-1846 ResearcherIDI-7902-2018 Scopus57205359013

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Subject and involved studies Distance hours Total hours
Computer Science 0 30
Computer Science Preliminaries 0 12
Programming II 0 98
Software Design 0 90
Subject and involved studies Distance hours Total hours
Computational Intelligence for High Dimensional Data
Master in Bioinformatics for Health Sciences
0 11
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Degree in Electrical Engineering
0 39
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 27
Programming II
Degree in Computer Engineering
0 143
Software Design
Degree in Computer Engineering
0 80
Subject and involved studies Distance hours Total hours
Computational Intelligence for High Dimensional Data
Master in Bioinformatics for Health Sciences
0 21
Computer Science Preliminaries
Degree in Computer Engineering
0 12
Human Machine Interfaces
Degree in Computer Engineering
0 60
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 95
Software Design
Degree in Computer Engineering
0 34
Subject and involved studies Distance hours Total hours
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 28
Programming II
Degree in Computer Engineering
0 127

Defined tutoring by teacher for 2020/2021 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
16:00 a 18:00
vía Microsoft Teams
1st quarter Thursday
10:00 a 12:00
vía Microsoft Teams
2nd quarter Monday
16:30 a 18:30
vía Microsoft Teams
2nd quarter Thursday
11:30 a 13:30
vía Microsoft Teams

Polytechnic University College

Quarter Day Site
1st quarter Tuesday
16:00 a 17:00
vía Microsoft Teams (a partir del 27 de octubre)
1st quarter Tuesday
12:45 a 13:45
vía Microsoft Teams (hasta el 20 de octubre)

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Research results

Select merit type and year to query research merits.

Axudas para a consolidación e estruturación de unidades de investigación competitivas.GRC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Amparo Alonso Betanzos
Type Proyecto Programas Autonomicos
Dates From 01/01/2019 to 20/11/2021

Distributed classification based on distances between probability distributions in feature space

Authors Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José A. Vilar, Amparo Alonso-Betanzos
Journal INFORMATION SCIENCES Vol. 496 (pages 431 to 450)

On the use of different base classi ers in multiclass problems

Authors Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Laura Morán-Fernández
Journal PROGRESS IN ARTIFICIAL INTELLIGENCE

Centralized vs. distributed feature selection methods based on data complexity measures

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Journal Knowledge-Based Systems Vol. 117 (pages 27 to 45)
DOI https://doi.org/10.1016/j.knosys.2016.09.022

Can classi cation performance be predicted by complexity measures? A study using microarray data.

Authors A. Alonso-Betanzos, Verónica Bolón-Canedo, Laura Morán-Fernández
Journal Knowledge and Information Systems Vol. 51 (pages 1067 to 1090)
DOI https://doi.org/10.1007/s10115-016-1003-3

Can classification performance be predicted by complexity measures? A study using microarray data

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Journal Knowledge and Information Systems Vol. 51 Num. 3 (pages 1067 to 1090)
DOI https://doi.org/10.1007/s10115-016-1003-3

On the use of different base classifiers in multiclass problems

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Journal PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 6 Num. 4 (pages 315 to 323)
DOI https://doi.org/10.1007/s13748-017-0126-4

A Review of Microarray Datasets: Where to Find Them and Specific characteristics

Authors Amparo Alonso-Betanzos. Verónica Bolón-Canedo. Laura Morán-Fernández. Noelia Sánchez-Maroño
Book Microarray Bioinformatics
Publishing: Springer.
ISBN: 978-1-4939-9441-0
Pages From 65 to 85

Feature selecion applied to microarray data

Authors Amparo Alonso-Betanzos. Verónica Bolón-Canedo. Laura Morán-Fernández. Borja Seijo-Pardo
Book Microarray Bioinformatics
Publishing: Springer.
ISBN: 978-1-4939-9441-0
Pages From 123 to 152

Preprocessing in high dimensional datasets

Authors A. Alonso-Betanzos. Verónica Bolón-Canedo. Carlos Eiras-Franco. Laura Morán-Fernández. Borja Seijo-Pardo
Book Advances in Biomedical Informatics
Vol. 139 Publishing: Springer - Verlag.
ISBN: 978-3-319-67512-1
Pages From 145 to 195

Feature selection with limited bit depth mutual information for embedded systems
XoveTIC 2018
Autonomous

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
National

Authors Alberto Castaño, Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Place Granada (España)

A distributed approach for classi cation using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Place Brujas (Bélgica)

Data complexity measures for analyzing the effect of SMOTE over microarrays
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Place Brujas (Bélgica)

A distributed approach for classification using distance metrics
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International

Authors Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos
Place Brujas (Bélgica)

Selection of the best base classi er in one-versus-one using data complexity measures
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International

Authors Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo
Place Albacete (España)

A time efficient approach for distributed feature selection partitioning by features
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International

Authors Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo
Place Albacete (España)

An insight on complexity measures and classi cation in micro- array data
IJCNN 2015 - 2015 International Joint Conference on Neural Networks
International

Authors Amparo Alonso-Betanzos, Laura Morán-Fernández, Verónica Bolón-Canedo
Place Killarney (Irlanda)
DOI https://doi.org/10.1109/ijcnn.2015.7280302

Positions

Academic or management positions held by teacher.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 10/03/2021.

Comité de Dirección de la EIDUDC

Representantes de los Estudiantes