AQUAPRED: Sistema de control y prevención de contaminantes en aguas demineromedicinales mediante IA
Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
Type | Proyecto UE |
Dates | From 01/01/2024 to 31/12/2026 |
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 | Artificial Intelligence Decision Support Systems Machine Learning |
Contacto | UDC directory |
Orcid id0000-0001-8666-4075 ResearcherIDA-7682-2015 Scopus6506783224 |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 14.5 |
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 0.5 |
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 1 |
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 3 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Models of Machine Learning II | Optional | 0 | 16 |
Algorithms | Compulsory | 0 | 25 |
Design and Analysis of Algorithms | Compulsory | 0 | 15 |
Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 6.66 |
Fundamentals of Programming II | Core | 0 | 15 |
Malware Analysis | Compulsory | 0 | 21 |
Privacy and Anonymity | Compulsory | 0 | 15.5 |
Programming II | Core | 0 | 15 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 25 |
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 15 |
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 34 |
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 1 |
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 2 |
Fundamentals of Programming II
Degree in Data Science and Engineering
|
Core | 0 | 15 |
Malware Analysis
Master in Cibersecurity
|
Compulsory | 0 | 21 |
Privacy and Anonymity
Master in Cibersecurity
|
Compulsory | 0 | 15.5 |
Programming II
Degree in Computer Engineering
|
Core | 0 | 15 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 25 |
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 15 |
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
Fundamentals of Programming II
Degree in Data Science and Engineering
|
Core | 0 | 30 |
Large Scale Machine Learning
Degree in Data Science and Engineering
|
Optional | 0 | 4.5 |
Malware Analysis
Master in Cibersecurity
|
Compulsory | 0 | 17 |
Programming II
Degree in Computer Engineering
|
Core | 0 | 15 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 33 |
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 15 |
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 16 |
Fundamentals of Programming II
Degree in Data Science and Engineering
|
Core | 0 | 30 |
Malware Analysis
Master in Cibersecurity
|
Compulsory | 0 | 17 |
Programming II
Degree in Computer Engineering
|
Core | 0 | 15 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Algorithms
Degree in Computer Engineering
|
Compulsory | 0 | 25 |
Cybercrime and Cybersecurity
Master in Digital and Artificial Intelligence Law
|
Compulsory | 0 | 2.5 |
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 15 |
Fundamentals of Programming II
Degree in Data Science and Engineering
|
Core | 0 | 30 |
Intellectual Property, Industrial Property and Competition Law
Master in Digital and Artificial Intelligence Law
|
Compulsory | 0 | 1 |
Malware Analysis
Master in Cibersecurity
|
Compulsory | 0 | 17 |
Programming II
Degree in Computer Engineering
|
Core | 0 | 11 |
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 0 |
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 2 |
Defined tutoring by teacher for 2024/2025 academic course.
Quarter | Day | Site |
---|---|---|
1st quarter |
Monday
17:30 a 18:30 |
correo previo a elena.hernandez@udc.es |
1st quarter |
Wednesday
12:00 a 14:00 |
correo previo a elena.hernandez@udc.es |
1st quarter |
Thursday
09:30 a 10:30 |
correo previo a elena.hernandez@udc.es |
2nd quarter |
Monday
12:30 a 13:30 |
correo previo a elena.hernandez@udc.es |
2nd quarter |
Wednesday
17:00 a 18:30 |
correo previo a elena.hernandez@udc.es |
2nd quarter |
Thursday
12:00 a 13:30 |
correo previo a elena.hernandez@udc.es |
2nd chance |
Tuesday
16:00 a 18:00 |
Teams (correo previo a elena.hernandez@udc.es) |
2nd chance |
Thursday
11:00 a 13:00 |
Teams (correo previo a elena.hernandez@udc.es) |
Directed or codirected by current teacher since 2013 year.
Agent-Based System for forest fire management. |
Human-in-the-loop optimization system to improve medical image interpretability |
Traballo fin de grao. Mención Computación. |
AI-based algorithm for intrusion detection on a real dataset |
Curriculum learning in training Deep Networks |
Deep learning model for segmentation and classification of medical images |
Community detection in networks |
Comparing community detection algorithms in graphs |
Curriculum learning in training Deep Networks |
Machine learning for malware analysis |
Missing data imputation in machine learning |
Deep Learning applied to sleep stage classification |
Transfer learning in sleep stage classification |
Select merit type and year to query research merits.
AQUAPRED: Sistema de control y prevención de contaminantes en aguas demineromedicinales mediante IA
Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
Type | Proyecto UE |
Dates | From 01/01/2024 to 31/12/2026 |
Aprendizaje automático frugal: potenciando la IA en entornos con recursos limitados para los desafíos del mundo real
Funding entity | Ministerio de Ciencia, Innovación y Universidades |
Main researches | Berta Guijarro Berdiñas (IP1) / Amparo Alonso Betanzos (IP2) |
Type | Proyecto Programas Nacionales |
Dates | From 01/09/2024 to 31/08/2027 |
ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
Funding entity | Union Europea |
Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
Type | Proyecto UE |
Dates | From 01/09/2023 to 31/12/2025 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022
Funding entity | Consellería de Educación |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2022 to 20/11/2025 |
SMART PRE2: Inteligencia Artificial aplicada a la predicción y prevención de enfermedades profesionales
Funding entity | Red.es |
Main researches | José Luis Calvo Rolle ; Óscar Fontenla Romero |
Type | Proyecto Programas Nacionales |
Dates | From 01/09/2022 to 30/04/2024 |
Centro Mixto de Investigación UDC-Navantia "El astillero del futuro"
Funding entity | Xunta de Galicia |
Main researches | Pablo Fariñas Alvariño, Tiago M. Fernández Caramés |
Type | Proyecto Programas Autonomicos |
Dates | From 20/07/2022 to 19/07/2025 |
Machine Learning on the Edge (MLoE)
Funding entity | FUNDACIÓN BBVA |
Type | Proyecto Otros Programas |
Dates | From 24/03/2020 to 24/03/2022 |
Análisis de estrategias para incorporar humanos al proceso de aprendizaje automático y su aplicación a la investigación del cáncer pancreático
Funding entity | Ministerio de Ciencia e Innovación |
Main researches | Eduardo Mosqueira Rey, Elena Hernández Pereira |
Type | Proyecto Programas Nacionales |
Dates | From 01/06/2020 to 31/05/2023 |
Machine Learning on the Edge (MLoE)
Funding entity | FUNDACIÓN BBVA |
Main researches | Óscar Fontenla Romero |
Type | Proyecto Programas Nacionales |
Dates | From 30/04/2020 to 30/10/2022 |
CEDCOVID: Ciencia e Ingeniería de datos para la evaluación, predicción poblacional y personalizada de la evolución de la enfermedad COVID-19
Funding entity | Agencia Gallega de Innovación (GAIN) |
Main researches | Ricardo Cao Abad |
Type | Proyecto Programas Autonomicos |
Dates | From 01/11/2020 to 31/12/2022 |
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 |
Análisis , diseño y prototipado de un sistema inteligente de apoyo a la decisión clínica en el ámbito de la cardiología (Dra. MEKNOW)
Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
Main researches | Elena Hernández Pereira |
Type | Contrato |
Dates | From 01/07/2016 to 30/06/2018 |
Big Data y Análisis de Datos Escalable
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Francisco Herrera Triguero |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2015 to 01/01/2017 |
Desarrollo de una aplicación de ayuda a la gestión de actuaciones y proyectos (AGAP)
Funding entity | UNIÓN FENOSA DISTRIBUCIÓN S.A. |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 15/05/2014 to 15/07/2014 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2014 to 31/12/2014 |
Red de Tecnologías Cloud y Big Data para HPC
Funding entity | Xunta de Galicia |
Main researches | Juan Touriño Domínguez |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2014 to 31/12/2015 |
Análisis Inteligente de señales neurológicas y construcción de hipnogramas para detección e interpretación de eventos en síndrome de apnea en sueño
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2014 to 31/12/2016 |
Ayudas para la consolidación y estructuración de unidades de investigación competitivas del Sistema Universitario de Galicia. Grupos de Referencia Competitiva
Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2014 to 31/12/2017 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2013 to 31/12/2013 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2012 to 31/12/2012 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
Funding entity | Xunta de Galicia |
Main researches | Ricardo Cao Abad |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2012 to 31/12/2013 |
Red temática Española para el Avance y la Transferencia de la Inteligencia Computacional Aplicada
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Miquel Sánchez Marre |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2012 to 31/12/2012 |
Integración de visualización gráfica avanzada y soporte de ayuda a la decisión en una herramienta de planificación de redes eléctricas
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2011 to 31/12/2011 |
Programa de consolidación y estructuración de unidades de investigación competitivas. Modalidad de grupos de referencia competitiva
Funding entity | Consellería de Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2011 to 31/12/2013 |
Red Española de Series Temporales
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Héctor Pomares Cintas |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2011 to 31/12/2011 |
Desarrollo de rutinas gráficas de visualización de alto rendimiento para una herramienta de gestión de topologías de redes eléctricas de gran tamaño
Funding entity | GAS NATURAL - UNIÓN FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/01/2010 to 31/12/2010 |
Red Española de Minería de Datos y Aprendizaje
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2010 to 31/12/2013 |
Monitor intelixente de fases de sono
Funding entity | Consellería de Economía e Industria |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Programas Autonomicos |
Dates | From 02/12/2009 to 01/12/2012 |
Red Temática Nacional de Computación Natural y Artificial (RTNAC)
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2009 to 31/12/2010 |
Desenvolvemento de metodoloxías, técnicas e ferramentas de análise de usabilidade e accesibilidade de sitios e aplicacións web
Funding entity | Dirección Xeral de Investigación, Desenvolvemento e Innovación |
Type | Proyecto Otros Programas |
Dates | From 11/10/2008 to 10/10/2011 |
Actuacións de mellora de rendemento no motor de debuxo dunha ferramenta de planificación de redes eléctricas e estudo de aplicación técnicas de análise de series temporais de sistemas de control e adquisición de datos (SCADA)
Funding entity | UNION ELECTRICA FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/12/2008 to 01/12/2009 |
Axuda para a Consolidación e a Estruturación de Agrupaciones Estratégicas
Funding entity | Dirección Xeral de Investigación, Desenvolvemento e Innovación |
Main researches | Victor Gulías |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2008 to 31/12/2010 |
Estudio de viabilidad y propuestas de mejora en el rendimiento del gestor de base de datos y del motor de dibujo en herramientas utilizadas en la planificación de redes eléctricas
Funding entity | UNION ELECTRICA FENOSA |
Main researches | Elena María Hernández Pereira |
Type | Contrato |
Dates | From 01/12/2007 to 01/12/2008 |
Red Española de Minería de Datos y Aprendizaje
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2007 to 30/06/2008 |
Programa de consolidación e estruturación de unidades de investigación competitivas. Modalidade de grupos de referencia competitiva
Funding entity | Consellería de Educación e Ordenación Universitaria |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2007 to 31/12/2010 |
Integración de métodos heurísticos, empíricos y subjetivos para el desarrollo de una herramienta de ayuda al análisis de usabilidad de sistemas informáticos
Funding entity | MINISTERIO DE EDUCACIÓN Y CIENCIA |
Main researches | Vicente Moret Bonillo |
Type | Proyecto Otros Programas |
Dates | From 31/12/2005 to 30/12/2008 |
Mejora del aprendizaje de las redes neuronales y funcionales en su aplicación a la bioinformática y la ingeniería.
Funding entity | Xunta de Galicia |
Type | Proyecto Otros Programas |
Dates | From 09/08/2005 to 08/08/2008 |
Un sistema inteligente para detección y clasificación de hipoapneas basado en modelos de razonamiento impreciso.
Funding entity | Xunta de Galicia |
Type | Proyecto Otros Programas |
Dates | From 09/08/2005 to 08/08/2008 |
REGAX- REde Galega de AXentes
Funding entity | Xunta de Galicia |
Main researches | Richard J. Duro Fernández |
Type | Proyecto Programas Autonomicos |
Dates | From 12/07/2005 to 11/07/2006 |
Red Española de Minería de Datos y Aprendizaje Automático
Funding entity | Ministerio de Economía y Competitividad |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Nacionales |
Dates | From 01/01/2005 to 31/12/2005 |
Nuevos algoritmos de aprendizaje y de diseño de la topología óptima para redes neuronales y funcionales (INCENTIVO)
Funding entity | Dirección Xeral de Investigación e Desenvolvemento |
Type | Proyecto Otros Programas |
Dates | From 04/06/2004 to 03/06/2007 |
Una arquitectura multiagente para la detección de intrusos
Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
Type | Proyecto Otros Programas |
Dates | From 24/10/2003 to 23/10/2006 |
Una arquitectura multiagente inteligente para la detección de intrusos
Funding entity | Xunta de Galicia |
Main researches | Amparo Alonso Betanzos |
Type | Proyecto Programas Autonomicos |
Dates | From 23/10/2003 to 22/10/2006 |
Diseño, desarrollo e implementación de un sistema inteligente para la predicción del riesgo de incendios y para la gestión de recursos disponibles para la lucha contra los incendios"
Funding entity | Universidade de Santiago de Compostela |
Main researches | Amparo Alonso Betanzos |
Type | Contrato |
Dates | From 01/01/2001 to 31/12/2001 |
MIASOFT
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Angel Fernández Leal, Mariano Javier Cabrero Canosa, Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, Diego Alvarez-Estevez |
Application date | 08/10/2010 |
MIASOFT (Marca)
Type | Registro de Marca |
Entity | Universidade da Coruña (UDC) |
Authors | |
Application date | 05/10/2010 |
Approval date | 17/02/2011 |
Sistema Automático de Monitorización de Apneas en Sueño (SAMOA)
Type | Software Registrado |
Entity | Universidade da Coruña (UDC) |
Authors | Vicente Moret Bonillo, Elena Hernandez-Pereira |
Application date | 27/09/2001 |
Segmentation, classification and interpretation of breast cancer medical images using human-in-the-loop machine learning
Authors | Vázquez-Lema, David, Mosqueira-Rey, Eduardo, Hernández-Pereira, Elena, Fernandez-Lozano, Carlos, Seara-Romera, Fernando, Pombo-Otero, Jorge |
Journal | Neural Computing and Applications |
DOI | https://doi.org/10.1007/s00521-024-10799-7 |
FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks
Authors | Fontenla-Romero, Óscar, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Beatriz Pérez-Sánchez |
Journal | FUTURE GENERATION COMPUTER SYSTEMS Vol. 149 (pages 200 to 211) |
DOI | https://doi.org/10.1016/j.future.2023.07.018 |
Addressing the Data Bottleneck in Medical Deep Learning Models Using a Human-in-the-Loop Machine Learning Approach
Authors | Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, José Bobes-Bascarán, David Alonso-Ríos, Alberto Pérez-Sánchez, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua |
Journal | NEURAL COMPUTING & APPLICATIONS |
Human-in-the-loop machine learning: a state of the art
Authors | Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal |
Journal | ARTIFICIAL INTELLIGENCE REVIEW |
DOI | https://doi.org/10.1007/s10462-022-10246-w |
Machine learning techniques to predict different levels of hospital care of CoVid-19
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
Journal | APPLIED INTELLIGENCE Vol. 52 (pages 6413 to 6431) |
DOI | https://doi.org/10.1007/s10489-021-02743-2 |
A SIMPLE AND ROBUST METHOD FOR THE AUTOMATIC SCORING OF EEG AROUSALS IN POLYSOMNOGRAPHIC RECORDINGS
Authors | Iaac Fernández Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Journal | COMPUTERS IN BIOLOGY AND MEDICINE Vol. 87 (pages 77 to 86) |
COMBINING MACHINE LEARNING MODELS FOR THE AUTOMATIC DETECTION OF EEG AROUSALS
Authors | V. Moret-Bonillo, Iaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez |
Journal | Neurocomputing Vol. 268 (pages 100 to 108) |
A comparison of performance of K-complex classifi cation methods using feature selection
Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Elena Hernandez-Pereira |
Journal | Information Sciences Vol. 328 (pages 1 to 14) |
DOI | https://doi.org/10.1016/j.ins.2015.08.022 |
Automatic classification of respiratory patterns involving missing data imputation techniques
Authors | Elena Hernández-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Journal | BIOSYSTEMS ENGINEERING Vol. 138 (pages 65 to 76) |
DOI | https://doi.org/10.1016/j.biosystemseng.2015.06.011 |
Intelligent Approach for Analysis of Respiratory Signals and Oxygen Saturation in the Sleep Apnea/Hypopnea Syndrome
Authors | Vicente Moret Bonillo, Diego Álvarez Estévez, Ángel Fernández Leal, Elena Hernandez-Pereira |
Journal | The Open Medical Informatics Journal Vol. 8 (pages 1 to 19) |
DOI | https://doi.org/10.2174/1874431101408010001 |
A Method for the Automatic Analysis of the Sleep Macrostructure in Continuum
Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | Expert Systems with Applications Vol. 39 Num. 8 (pages 1796 to 1803) |
DOI | https://doi.org/10.1016/j.eswa.2012.09.022 |
A Mixture of Experts for Classifying Sleep Apneas
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Journal | Expert Systems with Applications Vol. 39 Num. 8 (pages 7084 to 7092) |
DOI | https://doi.org/10.1016/j.eswa.2012.01.037 |
Electrical Distribution Grid Visualization using Programmable GPUs
Authors | Javier Novo Rodríguez, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Journal | Electrical Engineering/Electronics Computer Telecommunications and Information Technology (ECTI-CON) Vol. 5 Num. 1 (pages 31 to 38) |
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5988 (pages 271 to 280) |
Conversion Methods for Symbolic Features: A Comparison applied to an Intrusion Detection Problem
Authors | Elena Hernandez-Pereira, Juan Antonio Suárez Romero, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
Journal | Expert Systems with Applications Vol. 36 Num. 7 (pages 10612 to 10617) |
Intelligent diagnosis of sleep apnea syndrome
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE Vol. 23 Num. 2 (pages 72 to 81) |
An intelligent system for forest fire risk prediction and fire fighting management in Galicia
Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Inmaculada Paz Andrade, Eulogio Jiménez, José Luis Legido Soto, Tarsy Carballas |
Journal | Expert Systems with Applications Vol. 25 Num. 4 (pages 545 to 554) |
An intelligent system for the detection and interpretation of sleep apneas
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo, Maite Martín Egaña, Héctor Verea Hernando |
Journal | Expert Systems with Applications Vol. 24 Num. 4 (pages 335 to 349) |
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2101 Num. - (pages 235 to 238) |
Integration of data, information, and knowledge in intelligent patient monitoring
Authors | Vicente Moret Bonillo, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Journal | Expert Systems with Applications Vol. 15 Num. 2 (pages 155 to 163) |
DOI | https://doi.org/10.1016/s0957-4174(98)00020-7 |
On The Automation of Medical Knowledge and Medical Decision Support Systems
Authors | Moret-Bonillo, V.. Isaac Fernández-Varela. Elena Hernandez-Pereira. Diego Alvarez Estevez. Volker Perlitz |
Book |
Advances in Biomedical Informatics Publishing: Springer International Publishing. ISBN: 978-3-319-67513-8 |
Pages | From 187 to 217 |
Decision Support Systems in Intelligent Patient Monitoring and Management
Authors | Vicente Moret Bonillo. Mariano Javier Cabrero Canosa. Elena Hernandez-Pereira. Eduardo Mosqueira-Rey |
Book |
Innovations in Decision Support Systems Vol. - Publishing: Advanced Knowledge International. ISBN: 0-86803-980-2 |
Pages | From 283 to 335 |
Algorithms for sleep medicine
Autor | Isaac-Daniel Fernández Varela |
Director/s | Elena María Hernández Pereira; Vicente Moret Bonillo |
Scope | Facultad de Informática |
Qualification | Sobresaliente Cum Laude |
High performance visualization through graphics hardware and integration issues in an electric power grid Computer-Aided Design Application
Autor | Javier Novo Rodríguez |
Director/s | Elena María Hernández Pereira; Mariano Javier Cabrero Canosa |
Scope | Computación |
Qualification | Sobresaliente Cum Laude |
Predicting the state of health of supercapacitors using a federated learning model with homomorphic encryption
International Conference on Agents and Artificial Intelligence (ICAART'25)
International
Authors | Caínzos-López, Fontenla-Romero, Óscar, Elena Hernandez-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz |
Organization | INSTICC - Institute for Systems and Technologies of Information, Control and Communication |
Place | Porto (Portugal) |
Assesing agnostic explainability models using medical guidelines
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
Authors | José Bobes-Bascarán, Ángel Fernández-Leal, Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, David Alonso-Ríos, Vicente Moret-Bonillo |
Place | Coruña, A (España) |
RUL Prediction of Lithium-ion Batteries using a Federated and Homomorphically Encrypted Learning Method
39th ACM /SIGAPP Symposium on Applied Soft Computing (SAC 2024)
International
Authors | VICTOR LOPEZ, Óscar Fontenla-Romero, Elena Hernandez-Pereira, Bertha Guijarro-Berdiñas, Carlos Blanco-Seijo, Samuel Fernández-Paz |
Place | Ávila (España) |
DOI | https://doi.org/10.1145/3605098.3636 |
An effective and efficient green federated learning method for one-layer neural networks
39th ACM /SIGAPP Symposium on Applied Soft Computing (SAC 2024)
International
Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Beatriz Pérez-Sánchez |
Place | Ávila (España) |
DOI | https://doi.org/10.1145/3605098.36 |
AI-based algorithm for intrusion detection on a real dataset
32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2024)
International
Authors | David Esteban Martínez, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Elena Hernandez-Pereira, Alejandro Esteban-Martínez |
Place | Brujas (Bélgica) |
DOI | https://doi.org/10.14428/esann/2024.es2024-204 |
Sistema basado en agentespara la gestión de incendios forestales
VII Congreso XoveTIC 2024
International
Authors | Miranda Seoane, Adriano, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
Evaluating Curriculum Learning Strategies for Pancreatic Cancer Prediction
31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2023)
International
Authors | David Vázquez-Lema, Elena Hernandez-Pereira, Eduardo Mosqueira-Rey |
Place | BRUJAS (Bélgica) |
DOI | https://doi.org/10.14428/esann/2023.es2023-141 |
Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer
2023 International Joint Conference on Neural Networks (IJCNN)
International
Authors | Eduardo Mosqueira-Rey, Alberto Pérez-Sánchez, Elena Hernandez-Pereira, David Alonso-Ríos, José Bobes-Bascarán, Ángel Fernández-Leal, Vicente Moret-Bonillo, Yolanda Vidal-Ínsua, Francisca Vázquez-Rivera |
Place | Queensland (Australia) |
DOI | https://doi.org/10.1109/ijcnn54540.2023.10191456 |
Understanding Machine Learning Explainability Models in the context of Pancreatic Cancer Treatment
VI XoveTIC Conference
Autonomous
Authors | José Bobes-Bascarán, Ángel Fernández-Leal, Eduardo Mosqueira-Rey, David Alonso-Ríos, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Place | Coruña, A (España) |
A Classification and Review of Tools for Developing and Interacting with Machine Learning Systems
The 37th ACM/SIGAPP Symposium On Applied Computing
International
Authors | Eduardo Mosqueira-Rey, Elena Hernandez-Pereira, David Alonso-Ríos, José Bobes-Bascarán |
Place | BRNO (República Checa) |
DOI | https://doi.org/10.1145/3477314.3507310 |
Using Active Learning to Improve the Treatment Selection on Pancreatic Cancer Patients
V XoveTIC Conference 2022
Autonomous
Authors | Elena Hernandez-Pereira, Eduardo Mosqueira-Rey, David Alonso-Ríos, Alberto Pérez-Sánchez, José Bobes-Bascarán |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
Federated Learning approach for Spectral Clustering
29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021)
International
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
Place | Bruselas (Bélgica) |
A convolutional network for the classification of sleep stages
XoveTIC 2018
Autonomous
Authors | Isaac Fernández-Varela, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
Place | Coruña, A (España) |
DOI | https://doi.org/10.3390/proceedings2181174 |
Una red convolucional para la clasificación de las fases de sueño
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
Authors | Isaac Fernández-Varela, Elena Hernandez-Pereira, Diego Alvarez-Estevez, Vicente Moret-Bonillo |
Place | Granada (España) |
Sleep Staging with Deep Learning: A convolutional model
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
Authors | Isaac Fernández-Varela, Dimitrios Athanasakis, Samuel Parsons, Elena Hernandez-Pereira, Vicente Moret-Bonillo |
Place | Brujas (Bélgica) |
Outlining a simple and robust method for the automatic detection of EEG arousals
25th European symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2017) .
International
Authors | Isaac Fernández-Varela, Diego Álvarez Estévez, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Brujas (Bélgica) |
Automatic Detection of EEG Arousals
ESANN 2016 - European Symposium on Artificial Neural Networks
International
Authors | Isaac Fernández Varela, Elena Hernandez-Pereira, Diego Álvarez Estévez, Vicente Moret Bonillo |
Place | Brujas (Bélgica) |
A comparison of performance of sleep spindle classification methods using wavelets
4th KES International Conference on Innovation in Medicine and Healthcare, InMed 2016
International
Authors | Elena Hernandez-Pereira, Isaac Fernández Varela, Vicente Moret Bonillo |
Place | Puerto de la Cruz (España) |
Improving detection of apneic events by learning from examples and treatment of missing data
Studies in health technology and informatics
International
Authors | Elena Hernandez-Pereira, Diego Álvarez Estévez, Vicente Moret Bonillo |
Organization | UNIVERSIDAD DEL PAÍS VASCO |
Place | Donostia-San Sebastián (España) |
Analizando los resultados académicos en una materia de programación
XIX Jornadas de Enseñanza Universitaria de la Informática (JENUI'13)
National
Authors | Mariano Javier Cabrero Canosa, David Alonso-Ríos, Noelia Barreira Rodríguez, Carlos Gómez-Rodríguez, Beatriz Pérez-Sánchez, Noelia Sánchez-Maroño, Elena Hernandez-Pereira, Miguel Ángel Alonso Pardo, Bertha Guijarro-Berdiñas, Jesús Vilares |
Organization | Universidad Jaume I |
Place | Castellón de la Plana/Castelló de la Plana (España) |
On the Continuous Evaluation of the Macrostructure of Sleep
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
(KES 2012)
International
Authors | Diego Álvarez Estévez, José María Fernández Pastoriza, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Organization | UNIVERSIDAD DEL PAÍS VASCO |
Place | Donostia-San Sebastián (España) |
Digital Cartographic Generalization in Spatial Databases: application issues in Power Grids CAD tools
V Simposio Ibero-Americano de Computação Gráfica (SIACG 2011)
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Javier Novo Rodríguez |
Organization | Grupo Portugués de Computação Gráfica |
Place | Faro (Portugal) |
Improving Electrical Power Grid Visualization using Geometry Shaders
8th International Conference on Computer Graphics, Imaging and Visualization (CGIV 2011)
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Javier Novo Rodríguez |
Organization | IEEE Computer Society |
Place | Singapur (Singapur) |
Feature selection and conversion methods in KDDCup dataset: A comparison of performance
International Conference Artificial Intelligence and Applications (AIA)
International
Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Elena Hernandez-Pereira |
Place | Innsbruck (Austria) |
Electrical Distribution Grid Visualization Using Programmable GPUs
International Conference on Electrical/Electronics, Computer Telecommunications and Information Technology (ECTI-CON¿2010)
International
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Javier Novo Rodríguez |
Place | Chaing Mai (Tailandia) |
Classifying Sleep Apneas Using Neural Networks and a Combination of Experts
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
Authors | Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Diego Peteiro Barral |
Place | Sevilla (España) |
An amplitude signal based technique for hypopneas detection
11th IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 07)
International
Authors | Elena Hernandez-Pereira, Beatriz Fernández Rey, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Place | España |
Integration of Heuristic, Empirical and Subjective Methods in the Development of a Support Tool for Performing the Usability Analysis of Computerised Systems.
CEDI 2007, VII Jornada de Seguimiento de Proyectos en el Área de Inteligencia Artificial, II Congreso Español de Informática
National
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Angel Fernández Leal |
Place | Zaragoza (España) |
Detecting hypopneas using advanced techniques of signal processing
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
Authors | Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Patras, Ellas (Grecia) |
Support vector machines for the classification of sleep apneas
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
Place | Patras, Ellas (Grecia) |
Experiencias en la implantación de la asignatura de Tecnología de Programación al IEES
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero |
Place | Bilbao (España) |
Adaptación de la asignatura Fundamentos de Informática de la Ingeniería Técnica Industrial al Espacio Europeo de Educación Superior
JENUI 2005. XI Jornadas de Enseñanza Universitaria de la Informática
National
Authors | Óscar Fontenla-Romero, Elena Hernandez-Pereira |
Place | Villaviciosa de Odón (España) |
Métodos cuantitativos para detección de reducciones de flujo respiratorio en el diagnóstico de la apnea del sueño
IX Conferencia Española de Biometría
National
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Place | Coruña, A (España) |
Design, development, implementation and testing of a tool for the validation and analysis of the usability of intelligent systems.
X conferencia de la Asociación Española para Inteligencia Artificial.CAEPIA0AV Jornadas de Transferencia Tecnológica de Inteligencia Artificial. TTIA2003
National
Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira |
Place | España |
Detección y clasificación de apneas de sueño mediante wavelets y redes de neuronas artificiales
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, Noemí Carrillo Rozas |
Place | Zaragoza (España) |
Diagnóstico inteligente del índrome de apneas de sueño
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Zaragoza (España) |
A neural network approach for forestal fire risk estimation
15th European Conference on Artificial Intelligence ECAI¿02
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Oscar Fontenla Romero |
Place | Lyon (Francia) |
Intelligent analysis of polysomnograms in a sleep apnea decision support systems
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International
Authors | Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Italia |
Usability analysis of an intelligent system
2nd European Medical & Biological Engineering Conference EMBEC¿02
International
Authors | Eduardo Mosqueira-Rey, Mariano Javier Cabrero Canosa, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Viena (Austria) |
A neural network approach for forestal fire risk estimation
15th European Conference on Artificial Intelligence. ECAI 2002
International
Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Elena Hernandez-Pereira, Eulogio Jiménez Cuesta, Oscar Fontenla Romero, Juan Canda, José Luis Legido, Cristina Paz Andrade, M. Inmaculada Paz Andrade |
Place | Lyon (Francia) |
A Methodologycal Approach to Validate the Intelligent Monitoring System Midas
International Conference: Neural Networks and Expert Systems in Medicine and HealthCare (NNESMED 2001)
International
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo, María Teresa Martín Egaña, Héctor Verea Hernando |
Place | Milos Island (Grecia) |
Temporal Issues in the Intelligent Interpretation of the Sleep Apnea Syndrome
8 European Conference on Artificial Intelligence in Medicine (AIME¿01)
International
Authors | Mariano Javier Cabrero Canosa, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernandez-Pereira, Vicente Moret Bonillo |
Place | Cascais (Portugal) |
A new perspective for sleep apneas monitoring
World Multiconference on Systemics, Cybernetics and Informatics and 5th International Conference on Information Systems Analysis and Synthesis( SCI/ ISAS 99)
International
Authors | Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández Pereira, María Teresa Martín Egaña, Héctor Verea Hernando |
Place | Orlando (Estados Unidos) |
An Artificial Intelligence approach to the monitoring of sleep apneas
11th Nordic- Baltic Conference on Biomedical Engineering
International
Authors | María del Mar Castro Pereiro, Marta Graña Ramos, Elena Hernández Pereira, María Teresa Martín Egaña, Vicente Moret Bonillo |
Place | Tallinn (Estonia) |
Application of client-server architecture to intensive care monitoring
World Congress on Medical Physycs and Biomedical Engineering
International
Authors | Mariano Javier Cabrero Canosa, Vicente Moret Bonillo, Elena Hernández Pereira |
Place | Niza (Francia) |
A neural network approach for symbolic interpretation in critical care
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
Authors | Vicente Moret Bonillo, Jorge Díaz Fernández, Elena Hernández Pereira |
Place | España |
Symbolic pre-processing and quantification of clinical parameters
V International Symposium on Biomedical Engineering
International
Authors | Elena Hernandez-Pereira, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
Organization | Asociación Española de Bioingeniería |
Place | Santiago de Compostela (España) |
Academic or management positions held by teacher.