PhD María Noelia Sánchez Maroño  

(TIT-UN)

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

Teaching

Subjects taught

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

Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics 0 20
Computer Science 0 30
Machine Learning II 0 12
Master's Dissertation 0 4
Methodology of the Scientific Research 0 10.5
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 0
Multiagent Systems 0 5
Programming II 0 44
Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
0 20
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Industrial Engineering
0 30
Machine Learning II
Degree in Data Science and Engineering
0 12
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 10.5
Programming II
Degree in Computer Engineering
0 43.5
Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
0 15
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Degree in Electrical Engineering
Industrial Engineering
0 30
Design and Analysis of Algorithms
Degree in Data Science and Engineering
0 45
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 10.5
Programming II
Degree in Computer Engineering
0 74
Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
0 13
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Degree in Electrical Engineering
0 75
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 10.5
Programming II
Degree in Computer Engineering
0 44
Software Design
Degree in Computer Engineering
0 30
Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
0 13
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 61
Intelligent Systems Development
Degree in Computer Engineering
0 14
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 10.5
Programming II
Degree in Computer Engineering
0 103
Software Design
Degree in Computer Engineering
0 40
Subject and involved studies Distance hours Total hours
Computational Intelligence for Bioinformatics
Master in Bioinformatics for Health Sciences
0 20.5
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 57.5
Methodology of the Scientific Research
Master in Efficiency and Energy Use
0 10.5
Programming II
Degree in Computer Engineering
0 68.5
Software Design
Degree in Computer Engineering
0 48

Defined tutoring by teacher for 2022/2023 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
16:00 a 17:30
Despacho 013

Polytechnic University College

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)

Research results

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)

Positions

Academic or management positions held by teacher.

Coordinadores/as Másteres Facultad de Informática

Bioinformática

From 22/12/2022.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 10/03/2021.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 10/03/2021.

Claustro

Profesorado doctor con vinculación permanente