PhD Nereida Rodríguez Fernández  

Profesora axudante doutora (LOSU) (AXU-DR-LOSU)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0003-1412-5253 Scopus57205571142

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
Audiences and Markets in the Audiovisual Sector
Master´s Degree in Journalistic and Audiovisual Production
0 3
Final Year Dissertation
Degree in Audiovisual Communication
0 75.5
Final Year Dissertation
Degree in Digital Creation, Animation and Video Games
0 6
Information Management Models
Master´s Degree in Journalistic and Audiovisual Production
0 7
Master's Dissertation
Master´s Degree in Designs, Development and Marketing of Videogames
0 2.5
Professional and User Technological Context
Master´s Degree in Journalistic and Audiovisual Production
Master´s Degree in Journalistic and Audiovisual Production
0 3
Work Placement
Degree in Audiovisual Communication
0 22
Work Placement
Degree in Digital Creation, Animation and Video Games
0 42
Subject and involved studies Distance hours Total hours
2D Video Games 0 46.5
2D Video Games 0 19
Animation Project 0 33.5
Final Year Dissertation 0 23
Management Models: Writing Organization, Marketing and Audience Analysis 0 10
Sound 0 76
Work Placement 0 1
Subject and involved studies Distance hours Total hours
2D Video Games
Degree in Digital Creation, Animation and Video Games
0 31.5
2D Video Games
Master´s Degree in Designs, Development and Marketing of Videogames
0 19
Animation Project
Degree in Digital Creation, Animation and Video Games
0 33.5
Audio
Degree in Audiovisual Communication
0 10
Management Models: Writing Organization, Marketing and Audience Analysis
Master´s Degree in Journalistic and Audiovisual Production
0 10
Multimedia Creation Tools
Degree in Audiovisual Communication
0 30
Sound
Degree in Digital Creation, Animation and Video Games
0 76
Work Placement
Degree in Audiovisual Communication
0 0
Work Placement
Degree in Digital Creation, Animation and Video Games
0 0
Subject and involved studies Distance hours Total hours
2D Video Games
Master´s Degree in Designs, Development and Marketing of Videogames
0 10
Animation Project
Degree in Digital Creation, Animation and Video Games
0 33.5
Audio
Degree in Audiovisual Communication
0 120
Multimedia Creation Tools
Degree in Audiovisual Communication
0 90
Sound
Degree in Digital Creation, Animation and Video Games
0 23
Subject and involved studies Distance hours Total hours
Animation Project
Degree in Digital Creation, Animation and Video Games
0 33.5
Audio
Degree in Audiovisual Communication
0 104
Development of Web and Video Content
Degree in Audiovisual Communication
0 52
Multimedia Creation Tools
Degree in Audiovisual Communication
0 94
Subject and involved studies Distance hours Total hours
Development of Web and Video Content
Degree in Audiovisual Communication
0 90
Multimedia Creation Tools
Degree in Audiovisual Communication
0 66

Defined tutoring by teacher for 2023/2024 academic course.

Faculty of Communication Studies

Quarter Day Site
1st quarter Monday
10:00 a 13:00
Despacho (previa cita)
1st quarter Wednesday
10:00 a 13:00
Despacho (previa cita)
2nd quarter Tuesday
15:00 a 18:00
Despacho (previa cita)
2nd quarter Thursday
10:00 a 13:00
Despacho (previa cita)

Research results

Select merit type and year to query research merits.

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022

Funding entity Consellería de Educación
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 01/01/2022 to 20/11/2025

Predicción de la percepción estética humana mediante Inteligencia Artificial

Funding entity Ministerio de Ciencia e Innovación
Type Proyecto Programas Nacionales
Dates From 01/09/2021 to 31/08/2024

Proyecto Colaborativo de Integración de datos Genómicos (CICLOGEN). Técnicas de data mining y docking molecular para análisis de datos integrativos en cáncer de colon.

Funding entity Ministerio de Economía, Industria y Competitividad
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2020

OBESIDAD Y DIABETES: FACTORES DE RIESGO Y NUEVOS BIOMARCADORES PATOGÉNICOS Y PREDICTIVOS (IBEROBDIA)

Funding entity CYTED
Main researches Alberto Cepeda Saez
Type Proyecto Internacional
Dates From 01/01/2018 to 31/12/2020

LEXIA

Funding entity Critical Software S.A.
Main researches Fernando Jorge Penousal Martins Machado
Type Proyecto Programas Nacionales
Dates From 01/10/2018 to 30/09/2020

Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Manuel F. González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2016 to 30/11/2019

Validation of an Aesthetic Assessment System for Commercial Tasks

Authors Nereida Rodriguez-Fernandez, Sara Alvarez-Gonzalez, Iria Santos, Álvaro Torrente-Patiño, Adrian Carballal Mato, Juan Jesús Romero Cardalda
Journal Entropy Vol. 24 Num. 1 (pages 103 to 103)

Flow Space and the Complexity of Urban Spatial Network State of the Art on Artificial Intelligence in Land-Use Simulation

Authors Luz Castro Pena, Penousal Machado, Iria Santos, Nereida Rodriguez-Fernandez, Álvaro Torrente-Patiño, Adrian Carballal Mato
Journal COMPLEXITY
DOI https://doi.org/10.1155/2022/2291508

Wi-Fi Handshake: analysis of password patterns in Wi-Fi networks

Authors Adrian Carballal Mato, J. Pablo Galego-Carro, Nereida Rodriguez-Fernandez, Carlos Fernandez-Lozano
Journal PeerJ Computer Science (pages 1 to 25)
DOI https://doi.org/10.7717/peerj-cs.1185

Towards Automatic Image Enhancement with Genetic Programming and Machine Learning

Authors João Nuno Correia, Nereida Rodriguez-Fernandez, Leonardo Vieira, Juan Jesús Romero Cardalda, Penousal Machado
Journal Applied Sciences
DOI https://doi.org/10.3390/app12042212

Artificial Neural Networks and Deep Learning in the Visual Arts: a review

Authors Iria Santos, Luz Castro Pena, Nereida Rodriguez-Fernandez, Álvaro Torrente-Patiño, Adrian Carballal Mato
Journal NEURAL COMPUTING & APPLICATIONS (pages 1 to 37)
DOI https://doi.org/10.1007/s00521-020-05565-4

Artificial Intelligence applied to Conceptual Design. A review of its use in Architecture

Authors Luz Castro Pena, Adrian Carballal Mato, Nereida Rodriguez-Fernandez, Iria Santos, Juan Jesús Romero Cardalda
Journal Automation in Construction Vol. 124
DOI https://doi.org/10.1016/j.autcon.2021.103550

A review on machine learning approaches and trends in drug discovery. IF 7.271. Q1

Authors Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodriguez-Fernandez, Francisco Cedron, Francisco Javier Nóvoa De Manuel, Adrian Carballal Mato, Victor Maojo, Alejandro Pazos, Carlos Fernández Lozano
Journal Computational and Structural Biotechnology Journal Vol. 19 (pages 4538 to 4558)

Experiments in evolutionary image enhancement with ELAINE

Authors Joao Correia, Daniel Lopes, Leonardo Vieira, Nereida Rodriguez-Fernandez, Adrian Carballal Mato, Juan Romero, Penousal Machado
Journal Genetic Programming and Evolvable Machines Vol. 23 (pages 557 to 579)
DOI https://doi.org/10.1007/s10710-022-09445-9

Comparison of Outlier-Tolerant Models for Measuring Visual Complexity

Authors Adrian Carballal Mato, Carlos Fernández Lozano, Nereida Rodriguez-Fernandez, Iria Santos, Juan Jesús Romero Cardalda
Journal Entropy Vol. 22 Num. 4 (pages 1 to 114)
DOI https://doi.org/10.3390/e22040488

A point-based redesign algorithm for designing geometrically complex surfaces.A case study: Miralles's croissant paradox. IF: 2.373 (Q3)

Authors Adrian Carballal Mato, Rafael Iván Pazos Pérez, Nereida Rodriguez-Fernandez, Iria Santos, M. Dolores García Vidaurrazaga, Rabuñal, J.R.
Journal IET Image Processing (pages 1 to 9)
DOI https://doi.org/10.1049/iet-ipr.2020.0223

A Genetic Programming-Based Low-Level Instructions Robot for Realtimebattle. IF 2.494 Q2

Authors Juan Jesús Romero Cardalda, Antonino Santos Del Riego, Adrian Carballal Mato, Nereida Rodriguez-Fernandez, Iria Santos, Álvaro Torrente-Patiño, Corunet, Fernando Penousal Machado
Journal Entropy Vol. 22 Num. 12 (pages 1362 to 1362)
DOI https://doi.org/10.3390/e22121362

Avoiding the Inherent Limitations in Datasets Used for Measuring Aesthetics When Using a Machine Learning Approach

Authors Adrian Carballal Mato, Carlos Fernández Lozano, Nereida Rodriguez-Fernandez, Luz Castro Pena, Antonino Santos Del Riego
Journal COMPLEXITY Vol. 2019 (pages 1 to 12)

Aesthetic Composition Indicator Based on Image Complexity

Authors Adrian Carballal Mato. Luz Castro Pena. Carlos Fernández Lozano. Nereida Rodriguez-Fernandez. Juan Jesús Romero Cardalda. Penousal Machado
Book Interface Support for Creativity, Productivity, and Expression in Computer Graphics
Publishing: IGI-Global.
ISBN: 1522573712
Pages From 110 to 110

Approach to Minimize Bias on Aesthetic Image Datasets

Authors Adrian Carballal Mato. Luz Castro Pena. Nereida Rodriguez-Fernandez. Iria Santos. Antonino Santos-del-Riego. Juan Jesus Romero Cardalda
Book Interface Support for Creativity, Productivity, and Expression in Computer Graphics
Publishing: IGI-Global.
ISBN: 1522573712
Pages From 131 to 131

Da presencialidade á virtualización
5º Congreso Mundial de Educación EDUCA 2022
International

Authors Iria Santos, Luz Castro Pena, Nereida Rodriguez-Fernandez, Juan Jesús Romero Cardalda
Place Santiago de Compostela (España)

Evolving Image Enhancement Pipelines
10th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART)
International

Authors João Nuno Correia, leonardo vieira, Nereida Rodriguez-Fernandez, Juan Jesús Romero Cardalda, Penousal Machado
Place Sevilla (España)
DOI https://doi.org/10.1007/978-3-030-72914-1_6

Digital Image Quality Prediction System
III XoveTIC 2020
International

Authors Nereida Rodriguez-Fernandez, Iria Santos, Álvaro Torrente-Patiño, Adrian Carballal Mato
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

A point-based genetic algorithm as a method ofrepresentation and generation of complex geometries
24th European Conference on Artificial Intelligence (ECAI 2020)
International

Authors Nereida Rodriguez-Fernandez, Iria Santos, Rafael Iván Pazos Pérez, Adrian Carballal Mato
Place Santiago de Compostela (España)

Estimulación musical temprana en casa: propuesta de aplicación móvil
IV Congreso Internacional Virtual en Investigación e Innovación Educativa. CIVINEDU 2020
International

Authors Nereida Rodriguez-Fernandez, Iria Santos, Francisco Cedron, Antonino Santos Del Riego, Juan Jesús Romero Cardalda, Adrian Carballal Mato
Place Madrid (España)

Usando Amazon Mechanical Turk para Evaluar Imágenes
VII Workshop Imagen Médica Captura e integración de datos 2019
International

Authors Nereida Rodriguez-Fernandez, Iria Santos
Organization Universidade da Coruña
Place Coruña, A (España)

Dataset for Aesthetics Value Automatic Prediction
XoveTIC 2019
International

Authors Nereida Rodriguez-Fernandez, Iria Santos, Álvaro Torrente-Patiño
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

MIMOMÚ: Programa Digital de Estimulación Musical Temprana
TechLING 2019: IV International Conference Language, Linguistics and Technology
International

Authors Nereida Rodriguez-Fernandez
Organization Centro de Estudos Humanísticos da Universidade do Minho (CEHUM)
Place Coruña, A (España)

How to define the quality of images
MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
International

Authors Adrian Carballal Mato, Nereida Rodriguez-Fernandez, Iria Santos, Luz Castro Pena, Juan Jesús Romero Cardalda
Place Bilbao (España)
DOI https://doi.org/10.3390/mol2net-04-05504

Redesign and performance of an automatic segmentation method
MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
International

Authors Adrian Carballal Mato, Carlos Fernández Lozano, Francisco Javier Nóvoa De Manuel, Nereida Rodriguez-Fernandez, Iria Santos, GARCIA-GUIMARAES, MM, Guillermo Aldama, Calviño-Santos R, Vázquez-Rodríguez JM, Alejandro Pazos Sierra
Place Bilbao (España)
DOI https://doi.org/10.3390/mol2net-04-05501

Estereotipos y roles de género en videojuegos y tecnología
XII Iberoamerican Congress in Science, Technology and Gender
International

Authors Luz Castro Pena, Nereida Rodriguez-Fernandez, Iria Santos
Place Bilbao (España)

Positions

Academic or management positions held by teacher.

Comisión Académica de la Facultad de Ciencias de la Comunicación

Vocal PDI

From 11/04/2023.

Xunta da Facultade de Ciencias da Comunicación

Vicedecana

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Facultad de Ciencias de la Comunicación

Vicedecana

From 18/10/2022.

Comisión de Asuntos Económicos e Infraestruturas de la Facultad de Ciencias de la Comunicación

Vocal PDI

From 13/05/2021.

Xunta da Facultade de Ciencias da Comunicación

Vocal PDI

From 10/03/2021 to 14/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)