PhD Elena María Hernández Pereira  

(PC-DR)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Laboratorio de Investigación y Desarrollo en Inteligencia Artificial
Research lines Inteligencia Artificial Sistemas de Ayuda a la Decisión Aprendizaje Máquina
Contacto UDC directory
Orcid id0000-0001-8666-4075 ResearcherIDA-7682-2015

Teaching

Subjects taught

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

Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
61
Degree Thesis Project
Computer Engineering
7
Foundations of Artificial Intelligence
Master in Bioinformatics for Health Sciences
8
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
43
Work Placement
Degree in Computer Engineering
Degree in Computer Engineering
10
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
73
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
75
Software Design
Degree in Computer Engineering
10
Subject and involved studies Total hours
Algorithms 32
Intelligent Systems Development 14
Programming II 106
Software Design 28
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
48
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
100
Software Design
Degree in Computer Engineering
35
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
62
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
100
Software Design
Degree in Computer Engineering
23
Subject and involved studies Total hours
Algorithms
Degree in Computer Engineering
75
Programming II
Degree in Computer Engineering
110

Defined tutoring by teacher for 2015/2016 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
15:30 a 17:30
Despacho 0.11
1st quarter Tuesday
09:30 a 11:30
Despacho 0.11
1st quarter Wednesday
10:30 a 11:30
Despacho 0.11
1st quarter Friday
12:30 a 13:30
Despacho 0.11
2nd quarter Monday
11:30 a 14:30
Despacho 0.11
2nd quarter Thursday
11:30 a 14:30
Despacho 0.11

EOG works and final master thesis directed

No available EOG works or final master thesis directed by current teacher since 2013 year.

Research results

Select merit type and year to query research merits.

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

Axuda para a consolidación e estructuración de unidades de investigación competitivas do SUG. Agrupación estratéxica CITIC

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Bertha Guijarro Berdiñas
Type Proyecto Otros Programas
Dates From 01/01/2012 to 31/12/2013

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

MIASOFT

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Vicente Moret Bonillo, Angel Fernández Leal, Mariano Javier Cabrero Canosa, Eduardo Mosqueira Rey, Elena Maria Hernandez Pereira, Diego Álvarez Estévez
Application date 08/10/2010

Sistema Automático de Monitorización de Apneas en Sueño (SAMOA)

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Vicente Moret Bonillo, Elena Maria Hernandez Pereira
Application date 27/09/2001

Conversion Methods for Symbolic Features: A Comparison applied to an Intrusion Detection Problem

Authors Elena Maria Hernandez Pereira, Juan Antonio Suárez Romero, Óscar Fontenla Romero, María 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 Maria 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 María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, Elena Maria 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 Maria 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 Maria Hernandez Pereira, Vicente Moret Bonillo
Journal Lecture Notes in Computer Science Vol. 2101 Num. - (pages 235 to 238)

Decision Support Systems in Intelligent Patient Monitoring and Management

Authors Vicente Moret Bonillo. Mariano Javier Cabrero Canosa. Elena Maria Hernandez Pereira. Eduardo Mosqueira Rey
Book Innovations in Decision Support Systems
Publishing: Advanced Knowledge International.
ISBN: 0-86803-980-2
Pages From 283 to 335

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

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, María Amparo Alonso Betanzos, Elena Maria 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 Maria 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 Berta M. Guijarro Berdiñas, Elena Maria 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 Maria 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
International

Authors Vicente Moret Bonillo, Eduardo Mosqueira Rey, Mariano Javier Cabrero Canosa, Elena Maria 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 María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Maria 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 Maria Hernandez Pereira, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María 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
International

Authors Elena Maria 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
International

Authors Óscar Fontenla Romero, Elena Maria 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
International

Authors Elena Maria 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
International

Authors Vicente Moret Bonillo, Eduardo Mosqueira Rey, Mariano Javier Cabrero Canosa, Elena Maria 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
International

Authors Elena Maria 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
International

Authors Mariano Javier Cabrero Canosa, Elena Maria 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 María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Elena Maria 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 Maria 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 Maria 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 María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Elena Maria 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 Maria 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 Maria Hernandez Pereira, Vicente Moret Bonillo
Place Cascais (Portugal)

Positions

Academic or management positions held by teacher.

Computación

Secretario/a