Aprendizaje Automático Escalable y Explicable
| Funding entity | Ministerio de Ciencia, Innovavación y Universidades |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/06/2020 to 31/05/2024 |
| 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 | Sistemas basados en conocimiento Metodologías de desarrollo y Validación de sistemas basados en conocimiento Aprendizaje Computacional: Aplicaciones y desarrollo de algoritmos de aprendizaje Big Data Learning |
| Keywords | Inteligencia Artificial, Aprendizaje Automático, Aprendizaje Distribuido, Aprendizaje Online, Aprendizaje de Rankings, Aprendizaje One-Class, Big Data, Minería de Datos, Redes de Neuronas Artificiales, Sistemas Basados en Conocimiento. |
| Contacto | UDC directory |
| Orcid id0000-0001-8901-5441 ResearcherIDD-5446-2011 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Total hours |
|---|---|---|
| Computational Intelligence for Bioinformatics | Compulsory | 11 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 12 |
| Intelligent Systems Development | Optional | 63 |
| Machine Learning I | Compulsory | 30 |
| Master's Dissertation | Compulsory | 4 |
| Programming II | Core | 30 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 14 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 63 |
|
Programming II
Degree in Computer Engineering
|
Core | 32 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 23 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 6.66666666666667 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 4 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 49 |
|
Programming II
Degree in Computer Engineering
|
Core | 77 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 21.5 |
|
Foundations of Artificial Intelligence
Master in Bioinformatics for Health Sciences
|
Optional | 15 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 28 |
|
Programming II
Degree in Computer Engineering
|
Core | 77 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 14 |
|
Degree Thesis Project
Computer Engineering
|
Compulsory | 2 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 14 |
|
Programming II
Degree in Computer Engineering
|
Core | 75 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 14 |
|
Programming II
Degree in Computer Engineering
|
Core | 95 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 10 |
Defined tutoring by teacher for 2020/2021 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
09:00 a 11:00 |
berta.guijarro@udc.es |
| 1st quarter |
Tuesday
09:00 a 11:00 |
berta.guijarro@udc.es |
| 1st quarter |
Wednesday
09:00 a 11:00 |
berta.guijarro@udc.es |
| 2nd quarter |
Tuesday
15:30 a 17:30 |
Despacho 3.18 |
| 2nd quarter |
Wednesday
09:00 a 11:00 |
Despacho 3.18 |
| 2nd quarter |
Thursday
10:00 a 12:00 |
Despacho 3.18 |
| 2nd chance |
Wednesday
09:00 a 11:00 |
vía Teams (cita previa) |
Directed or codirected by current teacher since 2013 year.
| Learning human-robot interaction models with the NAO robot |
| Pathogenicity classification of genetic variants using machine learning algorithms |
Select merit type and year to query research merits.
Aprendizaje Automático Escalable y Explicable
| Funding entity | Ministerio de Ciencia, Innovavación y Universidades |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/06/2020 to 31/05/2024 |
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 |
ALGORITMOS ESCALABLES DE APRENDIZAJE COMPUTACIONAL: MAS ALLA DE LA CLASIFICACIÓN Y LA REGRESION
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | AMPARO ALONSO BETANZOS/OSCAR FONTENLA ROMERO |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2016 to 31/12/2019 |
Algoritmos de aprendizaje computacional en entornos distribuídos
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2013 to 31/12/2015 |
Nuevos métodos computacionales escalables y eficientes de aprendizaje máquina para conjuntos de datos altamente dimensionales.
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Berta M Guijarro Berdiñas |
| Type | Proyecto Otros Programas |
| Dates | From 01/01/2010 to 31/12/2012 |
Estudio, análisis y validación de un sistema de mantenimiento predictivo inteligente orientado a motores en buques (GIDAS), en el marco de convocatoria del Programa de Diseño y Producción Industrial de la ¿Xunta de Galicia
| Funding entity | INDRA SISTEMAS S.A. |
| Main researches | María Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 18/07/2005 to 30/09/2008 |
Nuevos algoritmos de aprendizaje y de diseño de la topología óptima para redes neuronales y funcionales
| Funding entity | Comisión Interministerial de Ciencia y Tecnología (CICYT) |
| Main researches | María Amparo Alonso Betanzos |
| Type | Proyecto Otros Programas |
| Dates | From 01/12/2003 to 30/11/2006 |
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 |
ASPECTOS TEMPORALES DE LA MONITORIZACIÓN INTELIGENTE DEL SÍNDROME DE APNEA EN SUEÑO
| Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
| Type | Proyecto Otros Programas |
| Dates | From 20/07/2001 to 20/07/2004 |
Diseño e implementación de una herramienta software de manipulación de series temporales y su aplicación en el desarrollo de un sistema basado en Redes de Neuronas Artificiales para el tratamiento de artefactos en señales cardiotocográficas.
| Type | Proyecto Otros Programas |
| Dates | From 06/05/1999 to 06/05/2000 |
Cooperación de técnicas de Inteligencia Artificial en un Sistema de Telemonitorización antenatal. TELEMACO
| Funding entity | Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico |
| Type | Proyecto Otros Programas |
| Dates | From 01/12/1999 to 01/12/2001 |
Desarrollo e integración de un sistema inteligente basado en la cooperación de técnicas simbólicas, conexionistas y de software convencional para la automatización de la monitorización fetal
| Funding entity | Dirección Xeral de Universidades |
| Type | Proyecto Otros Programas |
| Dates | From 24/10/1996 to 24/10/1999 |
Aplicación de las redes de neuronas artificiales de diagnóstico y pronostico antenatal y estudio comparativo con otras técnicas de ayuda al diagnostico y pronostico.
| Funding entity | Dirección Xeral de Universidades |
| Type | Proyecto Otros Programas |
| Dates | From 13/01/1993 to 13/01/1994 |
NST-EXPERT: Un sistema experto para el diagnóstico antenatal
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Application date | 25/05/2007 |
| Approval date | 25/05/2007 |
A review of adaptive online learning for artificial neural networks
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Journal | ARTIFICIAL INTELLIGENCE REVIEW Vol. 49 Num. 2 (pages 281 to 299) |
| DOI | https://doi.org/10.1007/s10462-016-9526-2 |
On the scalability of feature selection methods on high-dimensional data
| Authors | Verónica Bolón-Canedo, Diego Rego-Fernández, Diego Peteiro Barral, A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Journal | KNOWLEDGE AND INFORMATION SYSTEMS Vol. 56 (pages 395 to 442) |
| DOI | https://doi.org/10.1007/s10115-017-1140-3 |
A uni ed pipeline for online feature selection and classi cation.
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Diego Fernández Francos |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 55 (pages 532 to 545) |
A unified pipeline for online feature selection and classification
| Authors | Verónica Bolón-Canedo, Diego Fernández Francos, Diego Peteiro Barral, A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 55 (pages 532 to 545) |
| DOI | https://doi.org/10.1016/j.eswa.2016.02.035 |
Distributed one-class support vector machine
| Authors | Enrique Castillo, Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero |
| Journal | International Journal of Neural Systems Vol. 25 Num. 7 (pages 1550029/1 to 1550029/17) |
| DOI | https://doi.org/10.1142/s012906571550029x |
Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks
| Authors | José Luis Calvo-Rolle, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas |
| Journal | INFORMATICA Vol. 25 Num. 3 (pages 401 to 414) |
| DOI | https://doi.org/10.15388/informatica.2014.20 |
A Methodology for Improving Tear Film Lipid Layer Classification
| Authors | Bea Remeseiro, Bolon-Canedo, Veronica, Peteiro-Barral, Diego, Alonso-Betanzos, Amparo, Guijarro-Berdinas, Bertha, Mosquera, Antonio, Penedo, Manuel G., Sanchez-Marono, Noelia |
| Journal | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS Vol. 18 Num. 4 (pages 1485 to 1493) |
| DOI | https://doi.org/10.1109/jbhi.2013.2294732 |
A Comparative Study of the Scalability of a Sensitivity-Based Learning Algorithm for Artificial Neural Networks
| Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 40 Num. 10 (pages 3900 to 3905) |
Toward the scalability of neural networks through feature selection.
| Authors | Peteiro-Barral, Diego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Guijarro-Berdinas, Bertha, Noelia Sánchez-Maroño |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 40 Num. 8 (pages 2807 to 2816) |
| DOI | https://doi.org/10.1016/j.eswa.2012.11.016 |
An Online Learning Algorithm for Adaptable Topologies of Neural Networks
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, David Martínez-Rego |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 40 Num. 18 (pages 7294 to 7304) |
| DOI | https://doi.org/10.1016/j.eswa.2013.06.066 |
Scalability Analysis of ANN Training Algorithms with Feature Selection
| Authors | Verónica Bolon Canedo, Diego Peteiro Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 7023 (pages 84 to 93) |
On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data
| Authors | Diego Peteiro Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 7023 (pages 114 to 123) |
A New Convex Objective Function for the Supervised Learning of Single-Layer Neural Networks
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
| Journal | PATTERN RECOGNITION Vol. 43 Num. 5 (pages 1984 to 1992) |
A Snort-based agent for a JADE multi-agent intrusion detection system
| Authors | Eduardo Mosqueira Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso Rios, J. Lago Piñeiro |
| Journal | INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION AND DATABASE Vol. 3 Num. 1 (pages 107 to 121) |
A Fast Semi-Linear Backpropagation Learning Algorithm
| Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4668 Num. 1 (pages 190 to 198) |
A Linear Learning method for Multilayer Perceptrons using Least-Squares
| Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela Vidal |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 365 to 374) |
A very fast learning method for neural networks based on sensitivity analysis
| Authors | Enrique Castillo Ron, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | JOURNAL OF MACHINE LEARNING RESEARCH Vol. 7 (pages 1159 to 1182) |
A new method for sleep apnea classification using wavelets and feedforward neural networks
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 34 Num. 1 (pages 65 to 76) |
A Measure of fault tolerance for functional networks
| Authors | Óscar Fontenla-Romero, Enrique Castillo Ron, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Journal | Neurocomputing Vol. 62 (pages 327 to 347) |
A Bayesian Neural Network Approach for Sleep Apnea Classification
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2780 (pages 284 to 293) |
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) |
A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function
| Authors | Juan Antonio Suárez Romero, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2686 (pages 270 to 277) |
Local Modelling Using Self-Organizing Maps and Single Layer Neural Networks
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Oscar Fontenla Romero, Enrique Castillo Ron, José C. Príncipe |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 14 Num. 6 (pages 1429 to 1449) |
A global optimum approach for one laye neural neworks
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Enrique Castillo Ron, Oscar Fontenla Romero |
| Journal | Neural Computation Vol. 14 Num. 6 (pages 1429 to 1449) |
Intelligent analysis and pattern recognition in cardiotocographic signal using a tightly coupled hybrid system
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla Romero |
| Journal | Artificial Intelligence Vol. 136 Num. 1 (pages 1 to 27) |
Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness.
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 24 Num. 1 (pages 71 to 96) |
Adaptive pattern recognition in the analysis of cardiotocographic records
| Authors | Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Journal | IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 12 Num. 5 (pages 1188 to 1195) |
An auto-learning system for the classification of heart rate deceleration patterns
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Óscar Fontenla-Romero, N. Sánchez Maroño |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2085 Num. - (pages 393 to 400) |
A measure of noise immunitity for functional networks
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2084 Num. - (pages 293 to 300) |
A functional-neural network for post-nonlinear independent component analysis
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2084 Num. - (pages 301 to 307) |
A hybrid intelligent system for the pre-processing of fetal heart rate signals in antenatal testing
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados Méndez, Olga Fernández Chaves, M. Álvarez Seoane, F. Ucieda Pardiñas |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 628 to 633) |
An expert system approach to antenatal assesment
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret Bonillo, A. Castro Martínez, L.D. Devoe |
| Journal | NEW REVIEW OF APPLIED EXPERT SYSTEMS Vol. 2 Num. - (pages 139 to 155) |
Un sistema inteligente para la monitorización de apneas en sueño
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa, A. Martins da Silva, J,P, Silva Cunha, J.M. Oliveira, A.M. Tomé |
| Journal | VIGILIA SUEÑO Vol. - Num. 8 (pages 92 to 92) |
Análise integrada de dados de sono num ambiente de neurofisiología clínica
| Authors | Mariano Javier Cabrero Canosa, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, J.M. Oliveira, A.M. Tomé, J.P. Silva Cunha, Alonso Martíns da Silva |
| Journal | VIGILIA SUEÑO Vol. - Num. 8 (pages 91 to 91) |
The NST-EXPERT project: The need to evolve
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret Bonillo, S. López González |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 7 Num. 4 (pages 297 to 314) |
Fundamentos de Intelixencia Artificial.
| Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira Rey |
| Publishing | Servizo de Publicacións da UDC, Coruña, A (España) |
| ISBN | 978-84-9749-315-4 |
Ingeniería del Conocimiento. Aspectos metodológicos
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Adolfo Lozano Tello, José Tomás Palma Méndez, María Jesús Taboada Iglesias |
| Publishing | Pearson Educación, Madrid (España) |
| ISBN | 84-205-4192-3 |
Fundamentos de Inteligencia Artificial( 2ª Edición)
| Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Bertha Guijarro-Berdiñas, Eduardo Mosqueira Rey |
| Publishing | UDC, Coruña, A (España) |
| ISBN | 84-95322-56-0 |
Redes Neuronales.
| Authors | Bertha Guijarro-Berdiñas. Óscar Fontenla-Romero. Noelia Sánchez-Maroño |
| Book |
Inteligencia Artificial: Técnicas, Métodos y Aplicaciones Vol. - ISBN: 978-84-481-5618-3 |
| Pages | From 649 to 689 |
Functional Networks: A Review
| Authors | Óscar Fontenla-Romero. Bertha Guijarro-Berdiñas. Beatriz Pérez-Sánchez |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 667 to 676 |
Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms.
| Authors | Oscar Fontenla Romero. Bertha Guijarro-Berdiñas. Amparo Alonso-Betanzos |
| Book |
Advances in Computacional Intelligence and learning. Methods and Aplications. Vol. - Publishing: Kluwer Academic Plublishers. ISBN: 0-7923-7645-5 |
| Pages | From 489 to 500 |
New scalable machine learning methods: Beyond classification and regression
| Autor | Carlos Eiras Franco |
| Director/s | María Amparo Alonso Betanzos; Antonio Bahamonde Rionda; Berta María Guijarro Berdiñas |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Novel methods in distributed machine learning for large datasets
| Autor | Diego Peteiro Barral |
| Director/s | Óscar Fontenla Romero; Berta M Guijarro Berdiñas |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
Algoritmos eficientes, incrementales y escalables para el aprendizaje en redes de neuronas artificiales
| Autor | Beatriz Pérez Sánchez |
| Director/s | Óscar Fontenla Romero;Berta M. Guijarro Berdiñas |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
An Incremental Learning Method for Neural Networks in Adaptive Environments
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Place | Barcelona (España) |
A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
| Authors | Bertha Guijarro-Berdiñas, Santiago Fernández Lorenzo, Noelia Sánchez-Maroño, Óscar Fontenla-Romero |
| Place | Salónica (Grecia) |
A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Place | Salamanca (España) |
An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Place | Sevilla (España) |
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) |
Privacy-Preserving Distributed Learning based on Genetic Algorithms and Artificial Neural Networks.
DCAI'09 - Int. Symposium on Distributed Computing and Artificial Intelligence, workshops organizado no IWANN 2009
International
| Authors | Bertha Guijarro-Berdiñas, David Martínez Rego, Santiago Fernández Lorenzo |
| Organization | UNIVERSIDAD DE SALAMANCA |
| Place | Salamanca (España) |
A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems
PAAMS 2009, 7th International Conference on Practical Applications of Agents and Multi-Agent Systems
International
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López López, Santiago Fernández Lorenzo, David Alonso Rios |
| Organization | Universidad de Salamanca |
| Place | Salamanca (España) |
A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International
| Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
| Place | Bruxas (Países Bajos) |
Optimización del proceso de aprendizaje en Redes de Neuronas Artificiales
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International
| Authors | Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Place | Salamanca (España) |
A neural network model for the prediction of the ESTSP¿2007 competition data
ESTSP 2007, European Symposium on Time Series Prediction
International
| Authors | Beatriz Pérez-Sánchez, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Place | Espoo (Finlandia) |
Una aproximación al espacio europeo de educación superior basada en el desarrollo de proyectos software en ingeniería del conocimiento
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Place | Teruel (España) |
Integrating a Priority-Based Scheduler of Behaviours in JADE
ESAW 2006 7th International Workshop on Engineering Societies in the Agents World WII
International
| Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Place | Dublin (Irlanda) |
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) |
An add-on for managing behaviours with Priority in JADE
IAT 2006, 2006 IEEE/WIC/ACM Intern. Conference on Intelligent Agent Technology
International
| Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Place | Hong Kong (China) |
A new initialization method for neural networks using sensitivity analysis
ICMSM 2006, International Conference on Mathematical and Statistical Modeling in Honor of Enrique Castillo
International
| Authors | Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
| Place | Ciudad Real (España) |
Sistema inteligente para el mantenimiento predictivo en buques
CAEPIA 2005. XI Conferencia de la Asociación Española pra la Inteligencia Artificial
National
| Authors | Julián Fontela Vivanco, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Juan Antonio Suárez Romero |
| Place | Santiago de Compostela (España) |
A tool for agent communication in Mozart/Oz
IAT 2005. The 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology
International
| Authors | Juan Antonio Suárez Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Cristina Durán Sanlés |
| Place | Compiegne (Francia) |
Clasificación de apneas en sueño mediante redes de neuronas artificiales
XXI Congreso Anual de la Sociedad Española de Ingeniería Biomédica. CASEIB2003
National
| Authors | Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga Iglesias, Vicente Moret Bonillo |
| Place | Mérida (España) |
Un enfoque metodológico para la docencia en Ingeniería del Conocimiento.
IX Jornadas de Enseñanza Universitaria de la Informática. JENUI2003
National
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Adolfo Lozano Tello |
| Place | Cádiz (España) |
Una red de neuronas con aprendizaje incremental para la clasificación de patrones fetales
IX Conferencia Española de Biometría
National
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas |
| Place | Coruña, A (España) |
Self-Organizing Maps and Functional Networks for Local Dynamic Modeling
European Symposium on Artificial Neural Networks. ESANN2003
International
| Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Place | Brujas (Bélgica) |
TELEMACO: Un sistema intleigente para telemonitorización antenatal
XX Congreso Anual de la Sociedad Española de Ingeniería biomédica CASEIB¿2002
National
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla Romero, Noelia Sanchez Maroño |
| Place | Zaragoza (España) |
A multi-agent architecture for intrusion detection
Knowledge-based intelligent information engineering systems & allied technologies (KES¿02)
International
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Juan Antonio Suárez Romero |
| Place | Italia |
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) |
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) |
The KNITTER System: KQML for Erlang
2001 & EASS 2001 Student Sessions in Multi-Agent Systems and Applications
International
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas |
| Place | Praga (República Checa) |
Symbolic, neural and neuro-fuzzy approaches for pattern recognition in cardiotocograms
7th European Congress on Intelligent Techniques. ESIT-2000
International
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Óscar Fontenla-Romero |
| Place | Aachen (Alemania) |
Detection of fetal rate accelerations and decelerations using artificial neural networks
International Symposium on Neural Computation.NC`98
International
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández Chaves, José C. Príncipe |
| Place | Viena (Austria) |
A neural network approach for the classifications of delerative cardiotocographic patterns in the CAFÉ project.
International Symposium on Neural Computation.NC`98
International
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández Chaves, M. Alvarez Seoane |
| Place | Viena (Austria) |
A hybrid intelligent system for the pre-processing of fetal heart rate signals in antental testing
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández Chaves |
| Place | España |
Análise integrada de dados de sono num ambiente de neurofisiología clínica
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa |
| Place | España |
Un sistema inteligente para la monitorización de apneas en sueño
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa |
| Place | España |
A methodology for the intelligent monitoring of apneas during sleep
BIOENGY96
International
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Bertha Guijarro-Berdiñas, Mariano Javier Cabrero Canosa, A. Martins da Silva, J.P. Silva Cunha, J.M. Oliveira, A.M. Tomé |
Integrated sleep analysis in a neurophysiology environment
BIOENGY96
International
| Authors | Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, J.M. Oliveira, Vicente Moret Bonillo, A.M. Tomé, J.P. Silva Cunha, A. Martins da Silva |
Sistema inteligente antenatal
Feria tecnológica de Galicia, GALITRONICA-95
International
| Authors | Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Place | España |
Academic or management positions held by teacher.