Aprendizaje profundo ético
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Cancela Barizo, Brais |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 31/08/2025 |
| 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 | No data available from Curriculum Management System at UDC. (SUXI). |
| Teaching merits evaluation | 3 five years period(s) |
| Research merits evaluation | 3 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0003-4025-1405 ResearcherIDH-1623-2015 Scopus22735771900 | |
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 |
|---|---|---|---|
| Computational Intelligence for Bioinformatics | Compulsory | 0 | 20 |
| Computer Science | Core | 0 | 30 |
| Machine Learning II | Compulsory | 0 | 12 |
| Master's Dissertation | Compulsory | 0 | 4 |
| Methodology of the Scientific Research | Optional | 0 | 10.5 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 0 |
| Multiagent Systems | Optional | 0 | 5 |
| Programming II | Core | 0 | 44 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 20 |
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Industrial Engineering
|
Core | 0 | 30 |
|
Machine Learning II
Degree in Data Science and Engineering
|
Compulsory | 0 | 12 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 10.5 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 43.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 15 |
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Degree in Electrical Engineering
Industrial Engineering
|
Core | 0 | 30 |
|
Design and Analysis of Algorithms
Degree in Data Science and Engineering
|
Compulsory | 0 | 45 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 10.5 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 74 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 13 |
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Degree in Electrical Engineering
|
Core | 0 | 75 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 10.5 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 44 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 13 |
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
|
Core | 0 | 61 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 14 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 10.5 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 103 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 0 | 40 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 20.5 |
|
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
|
Core | 0 | 57.5 |
|
Methodology of the Scientific Research
Master in Efficiency and Energy Use
|
Optional | 0 | 10.5 |
|
Programming II
Degree in Computer Engineering
|
Core | 0 | 68.5 |
|
Software Design
Degree in Computer Engineering
|
Compulsory | 0 | 48 |
Defined tutoring by teacher for 2022/2023 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Wednesday
16:00 a 17:30 |
Despacho 013 |
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Thursday
16:30 a 18:00 |
Aula 15 EPEF (Campus Esteiro) |
| 1st quarter |
Thursday
10:30 a 12:30 |
Aula 15 EPEF (Campus Esteiro) |
Directed or codirected by current teacher since 2013 year.
Select merit type and year to query research merits.
Aprendizaje profundo ético
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Cancela Barizo, Brais |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 31/08/2025 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC
| Funding entity | Consellería de Educación |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2025 |
Tutor de programación inteligente mediante robótica simulada
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Francisco Javier Bellas Bouza (IP1) / Óscar Fontenla Romero (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2022 to 30/11/2024 |
Algoritmos de selección de características verdes y rápidos
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Verónica Bolón Canedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2022 to 30/11/2024 |
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 |
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 |
Diseño y aplicación de técnicas de aprendizaje máquina para su integración en un sistema multiagente de detección de intrusos
| Funding entity | MINISTERIO DE EDUCACIÓN Y CIENCIA |
| Main researches | María Amparo Alonso Betanzos |
| Type | Proyecto Otros Programas |
| Dates | From 01/10/2006 to 30/09/2009 |
Desenvolvemento dunha nova arquitectura interna para un axente intelixente
| Type | Proyecto Otros Programas |
| Dates | From 21/12/2006 to 20/12/2009 |
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 |
Insights into distributed feature ranking
| Authors | Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown |
| Journal | INFORMATION SCIENCES Vol. 496 (pages 378 to 398) |
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 |
On the development of conjunctival hyperemia computer-assisted diagnosis tools: Influence of feature selection and class imbalance in automatic gradings
| Authors | L. Sánchez, N. Barreira, N. Sánchez Maroño, A. Mosquera, c. García-Resúa, M. J. Giráldez |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 71 (pages 30 to 42) |
| DOI | https://doi.org/10.1016/j.artmed.2016.06.004 |
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) |
Feature selection for high-dimensional data.
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño |
| Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 5 Num. 2 (pages 65 to 75) |
| DOI | https://doi.org/10.1007/s13748-015-0080-y |
Real-time tear lm classi cation through cost-based feature selection.
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
| Journal | Lectures Notes in Computer Science Vol. 9420 (pages 78 to 98) |
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 |
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 |
Testing scenarios to achieve worplace sustainability goals using Backcasting and Agent-based Modeling,
| Authors | Ricardo García Mira, Dumitru, A., A. Alonso-Betanzos, Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Tony Craig, Gary Polhill |
| Journal | ENVIRONMENT AND BEHAVIOR Vol. 49 Num. 9 (pages 1007 to 1037) |
| DOI | https://doi.org/10.1177/0013916516673869 |
Recent advances and emerging challenges in feature selection.
| Authors | Verónica Bolón-Canedo, N. Sánchez Maroño, Amparo Alonso-Betanzos |
| Journal | Knowledge-Based Systems |
| DOI | https://doi.org/10.1016/j.knosys.2015.05.014 |
Distributed feature selection: An application to microarray data classification
| Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | Applied Soft Computing |
| DOI | https://doi.org/10.1016/j.asoc.2015.01.035 |
An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Carlota Brinquis-Nuñez, Gary Polhill, Tony Craig, Adina Dumitru, Ricardo García Mira |
| Journal | NEURAL PROCESSING LETTERS (pages 89 to 118) |
| DOI | https://doi.org/10.1007/s11063-014-9390-5 |
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 review of microarray datasets and applied feature selection methods
| Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José Manuel Benítez, F. Herrera |
| Journal | INFORMATION SCIENCES Vol. 282 (pages 111 to 135) |
| DOI | https://doi.org/10.1016/j.ins.2014.05.042 |
Data classification using an ensemble of filters
| Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | Neurocomputing Vol. 135 (pages 13 to 20) |
| DOI | https://doi.org/10.1016/j.neucom.2013.03.067 |
A framework for cost-based feature selection
| Authors | Verónica Bolón-Canedo, Iago Porto Díaz, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | PATTERN RECOGNITION Vol. 47 Num. 7 (pages 2481 to 2489) |
| DOI | https://doi.org/10.1016/j.patcog.2014.01.008 |
An insight into microarray datasets and feature selection me-thods: a framework for ongoing studies
| Authors | Bolon-Canedo, Veronica, N. Sánchez Maroño, A. Alonso Betanzos, José Manuel Benítez, F. Herrera |
| Journal | INFORMATION SCIENCES Vol. 282 (pages 111 to 135) |
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 |
A review of feature selection methods on synthetic data
| Authors | Verónica Bolon Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | Knowledge and Information Systems Vol. 34 Num. 3 (pages 483 to 519) |
| DOI | https://doi.org/10.1007/s10115-012-0487-8 |
An ensemble of filters and classifiers for microarray data classification
| Authors | Bolon-Canedo, Veronica, N. Sánchez Maroño, A. Alonso Betanzos |
| Journal | PATTERN RECOGNITION Vol. 45 Num. 1 (pages 531 to 539) |
Reducing dimensionality in a database of sleep EEG arousals
| Authors | Diego Alvarez Estevez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 6 (pages 7746 to 7754) |
Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset
| Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 5 (pages 5947 to 5957) |
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 Behavior of Feature Selection Methods Dealing with Noise and Relevance over Synthetic Scenarios
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
| Journal | 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 1530 to 1537) |
Combining functional networks and sensitivity analysis as wrapper method for feature selection
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 10 (pages 12930 to 12938) |
An improved version of the wrapper feature selection method based on functional decomposition
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4669 Num. 2 (pages 240 to 249) |
Feature selection based on sensitivity analysis
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4788 (pages 239 to 248) |
Filter methods for feature selection. A comparative study
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla Sanromán |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 178 to 187) |
Functional network topology learning and sensitivity analysis based on ANOVA decomposition
| Authors | Enrique Ron Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo Sánchez |
| Journal | Neural Computation Vol. 19 Num. 1 (pages 231 to 257) |
Functional Networks and Analysis of Variance for Feature Selection
| Authors | Noelia Sánchez-Maroño, María Caamaño Fernández, Enrique Castillo Ron, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4224 (pages 1031 to 1038) |
Modelling engineering problems using Dimensional Analysis for feature extraction.
| Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 3697 (pages 949 to 954) |
Recovering Missing Data with Functional and Bayesian Networks
| Authors | Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2687 (pages 489 to 496) |
Agent-Based Modeling of Sustainable Behaviors
| Authors | A. Alonso-Betanzos, N. Sánchez-Maroño, Óscar Fontenla-Romero |
| Editors | A. Alonso-Betanzos, N. Sánchez-Maroño, Óscar Fontenla-Romero, G. Polhil, T. Craig, Javier Bajo Pérez, J. M. Corchado |
| Publishing | SPRINGER, (España) |
| ISBN | 978-3-319-46330-8 |
Feature Selection for high-dimensional data
| Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Publishing | Artificial intelligence (Berlin Springer), (España) |
| ISBN | 978-3-319-21858-8 |
Up-to-date feature selection methods for scalable and efficient machine learning
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Diego Fernández Francos, Iago Porto Díaz, Noelia Sánchez-Maroño |
| Publishing | IGI Global, (España) |
| ISBN | 978-1466639423 |
Classfication of Microrray Data
| Authors | Noelia Sánchez-Maroño. Óscar Fontenla-Romero. Beatriz Pérez-Sánchez |
| Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
| Pages | From 185 to 206 |
A Review of Microarray Datasets: Where to Find Them and Specific characteristics
| Authors | Amparo Alonso-Betanzos. Verónica Bolón-Canedo. Laura Morán-Fernández. Noelia Sánchez-Maroño |
| Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
| Pages | From 65 to 85 |
Empirically-derived behavioral rules in agent-based models using decision trees learned from questionnaire data
| Authors | A. Alonso-Betanzos. Óscar Fontenla-Romero. Noelia Sánchez-Maroño. Gary Polhill. T. Craig |
| Book |
Agent-Based Modeling of Sustainable Behaviors Publishing: SPRINGER. ISBN: 978-3-319-46330-8 |
| Pages | From 53 to 76 |
Interactions matter: modelling everyday pro-environmental norm transmission and difussion in workplace networks
| Authors | G. Polhil. T. Craig. A. Alonso-Betanzos. Noelia Sánchez-Maroño. Óscar Fontenla-Romero. A. Dumitru. Ricardo García Mira. Mirilia Bonnes. Marino Bonaiuto. Giuseppe Carrus. Fridanna Maricchiolo. Ferdinando Fornara. Corina Ilin. Linda Steg. Angela Ruepert. Kees Keizer |
| Book |
Agent-Based Modeling of Sustainable Behaviors Publishing: SPRINGER. ISBN: 978-3-319-46330-8 |
| Pages | From 27 to 52 |
Preprocessing in Big Data: New challenges for discretization and feature selection
| Authors | Verónica Bolón-Canedo. Noelia Sánchez-Maroño. A. Alonso-Betanzos |
| Book |
Frontiers in Data Science Publishing: Taylor & Francis. ISBN: 1498799329 |
| Pages | From 175 to 195 |
Web-based Multimedia Tools for Monitoring and E-learning
| Authors | F. Bellas. Óscar Fontenla-Romero. Noelia Sánchez-Maroño. Jose Antonio Becerra Permuy |
| Book |
Monitoring and Assessment in Online Collaborative Environments Vol. - Publishing: IGI Global - Information Science Reference. ISBN: 978-1-60566-786-7 |
| Pages | From 1 to 21 |
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 |
Feature Selection
| Authors | Noelia Sánchez-Maroño. Amparo Alonso-Betanzos |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 632 to 638 |
Novel feature selection methods for high dimensional data
| Autor | Verónica Bolón Canedo |
| Director/s | María Amparo Alonso Betanzos; María Noelia Sánchez Maroño |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
How Agent-based modeling can help to foster sustainability projects
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
| Authors | Noelia Sánchez-Maroño, Alejandro Rodríguez-Arias, Adina Dumitru, Isabel Lema-Blanco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Organization | KES International |
| Place | Verona (Italia) |
| DOI | https://doi.org/10.1016/j.procs.2022.09.313 |
Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data
International Work-Conference on Artificial Neural Networks (IWANN 2021). Lecture Notes in Computer Science
International
| Authors | A. Alonso-Betanzos, Bertha Guijarro-Berdiñas, Alejandro Rodríguez-Arias, Noelia Sánchez-Maroño |
| Place | Granada (España) |
| DOI | https://doi.org/10.1007/978-3-030-85099-9_11 |
A FIPA-ACL based communication utility for Unity
IEEE 29th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2020)
International
| Authors | Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Place | Bayona (Francia) |
An Intelligent and Collaborative Multiagent System in a 3D Environment
3rd XoveTIC Conference
Autonomous
| Authors | Alejandro Rodríguez-Arias, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2020054036 |
Feature selection for label ranking
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
| Authors | Noelia Sánchez-Maroño, Beatriz Pérez-Sánchez |
| Place | Brujas (Bélgica) |
Exploring the consequences of distributed feature selection in DNA microarray data
2017 International Joint Conference on Neural Networks (IJCNN 2017)
International
| Authors | Verónica Bolón-Canedo, Konstantinos Sechidis, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Gavin Brown |
| Place | Anchorage, Alaska (Estados Unidos) |
Machine learning models to search relevant genetic signatures in clinical contex
2017 International Joint Conference on Neural Networks (IJCNN 2017)
International
| Authors | Daniel Urda, Rafael Luque, Noelia Sánchez-Maroño, Leonardo Franco, Jose Jerez |
| Place | Anchorage, Alaska (Estados Unidos) |
A distributed feature selection approach based on a complexity measure
International Work Conference on Artificial Neural Networks (IWANN)-2015, Core B
International
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
| Place | Palma (España) |
Designing decision trees for representing sustainable behaviors in agents
13th Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS) 2015
International
| Authors | Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño |
| Place | Salamanca (España) |
Influence of internal values and social networks for achieving sustainable organizations
21st European Conference on Artificial Intelligence (ECAI'2014)
International
| Authors | Noelia Sanchez Maroño, Amparo Alonso-Betanzos, O. Fontenla Romero, Carlota Brinquis-Nuñez, Gary Polhill, T. Craig |
| Place | Praga (República Checa) |
Novel feature selection methods for high dimensional data
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
| Authors | Verónica Bolón Canedo, Noelia Sanchez Maroño, Amparo Alonso-Betanzos |
| Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| Place | Angers (Francia) |
Learning on vertically partitioned data based on x2 feature selection and naive bayes classi cation
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño, Diego Peteiro Barral |
| Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| Place | Angers (Francia) |
mC-ReliefF: An extension of ReliefF for cost-based feature selection
6th International Conference on Agents and Artificial Intelligence (ICAART 2014)
International
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Bea Remeseiro |
| Organization | Institute for Systems and Technologies of Information, Control and Communication (INSTICC) |
| Place | Angers (Francia) |
A decision-making model for environmental behavior in agent-based modelling
International Work Conference on Artificial Neural Network (IWANN 2013)
International
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
| Organization | Iwann |
| Place | Puerto de la Cruz (España) |
A distributed wrapper approach for feature selection
ESANN 2013 - European Simposium on Artificial Neural Networks (Core B)
International
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Noelia Sánchez-Maroño |
| Place | Brujas (Bélgica) |
Interferential tear film lipid layer classi cation: An automatic dry eye test
IEEE 24th International Conference on Tools with Artificial Intelligence (ICTAI 2012)
International
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Organization | Aristotle University of Thessaloniki |
| Place | Athens (Grecia) |
Scalability analysis of lter-based methods for feature selection
16th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES-2012)
International
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño |
| Organization | KES |
| Place | Donostia-San Sebastián (España) |
An ontology-based design for modelling case studies of everyday pro-environmental behaviour in the workplace
iEMSs 2012 - International Conference on Environmental Modeling and Software Managing Resources of a limited planet
International
| Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Organization | The International Environmental Modelling & Software Society |
| Place | Leipzig (Alemania) |
Deriving agents from questionnaire data. Developing decision trees from norms and behaviour
ESSA 2012 ¿ 8th Conference of the European Social Simulation Association
International
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
| Place | Salzburgo (Austria) |
An agent-based prototype for enhancing sustainability behavior at an academic environment
Workshop on Agents and Multi-agent Systems for Enterprise Integration (Zoco 2012) in conjunction with the 10th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
International
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
| Organization | Universidad Pontificia de Salamanca (UPSA) |
| Place | Salamanca (España) |
Toward an ensemble of lters for classi fication
International Conference on Intelligent Systems Design and Applications ISDA 2011
International
| Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
| Place | Córdoba (España) |
Novel feature selection methods applied to high dimensionality datasets
14th Conference of the Spanish Association for Artificial Intelligence (CAEPIA 2011)
National
| Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Verónica Bolón-Canedo |
| Organization | N.D. |
| Place | San Cristóbal de La Laguna (España) |
Statistical dependence measure for feature selection in micro-array datasets
ESANN 2011 - European Simposium on Artificial Neural Networks (Core B)
International
| Authors | Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Place | Brujas (Bélgica) |
Multiclass classifiers vs multiple binary classifiers using filters for feature selection
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo García González, Verónica Bolón Canedo |
| Place | Barcelona (España) |
On the Effectiveness of Discretization on Gene Selection of Microarray Data
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International
| Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Place | Barcelona (España) |
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) |
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 wrapper method for feature selection in multiple classes dataset
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo Estévez |
| Place | Salamanca (España) |
Filter-based Feature Selection for the Detection of Arousals in Sleep Studies.
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International
| Authors | Diego Álvarez Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Place | Sevilla (España) |
A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset.
IJCNN'09, International Joint Conference on Neural Networks
International
| Authors | Verónica Bolón Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| Place | Atlanta (Estados Unidos) |
A Novel Hybrid Method for Feature Subset Selection
ASC 2008, 12th IASTED International Conference Artificial Intelligence and Soft Computing.
International
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla Sanromán |
| Place | España |
Classification of computer intrusions using functional networks. A comparative study
ESANN 2007, 15 th. European Symposium on Artificial Neural Networks
International
| Authors | Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, F. M. Carballal Fortes, Juan Suárez Romero, Beatriz Pérez-Sánchez |
| Place | Brujas (Países Bajos) |
Aportaciones e ideas para el rediseño de la asignatura de Fundamentos de Informática al EEES
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
| Authors | Noelia Sánchez-Maroño, Óscar Fontenla-Romero, F. Bellas |
| Place | Bilbao (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 new wrapper method for feature subset selection
ESANN 2005. European Symposium on Artificial Neural Networks
International
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo |
| Place | Brujas (Países Bajos) |
Shear strength prediction using dimensional analysis and functional networks
EUROPEAN SYMPOSIUM ON ARTIFICIAL NEURAL NETWORKS (ESANN 2004)
International
| Authors | Amparo Alonso-Betanzos, Enrique Castillo Ron, Óscar Fontenla-Romero, Noelia Sánchez-Maroño |
| Place | Brujas (Bélgica) |
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) |
Academic or management positions held by teacher.