| 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 | Aprendizaje automático escalable, Aprendizaje automático explicable, Inteligencia Artificial sostenible, Modelado basado en agentes |
| Contacto | UDC directory |
| Orcid id0000-0003-0950-0012 ResearcherIDK-5057-2014 Scopus7004102381 | |
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 |
|---|---|---|---|
| Advanced Models of Machine Learning II | Optional | 0 | 1 |
| Deep Learning | Optional | 0 | 11 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 10.66 |
| Intelligent Systems | Compulsory | 0 | 60 |
| Intelligent Systems Development | Optional | 0 | 21 |
| Knowledge-based Systems | Optional | 0 | 21 |
| Master's Dissertation | Compulsory | 0 | 2.66 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Basic Algorithms of Artificial Intelligence
Degree in Artificial Intelligence
|
Compulsory | 0 | 5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 2.66666666666667 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 21 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 9.33333333333333 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 26.5 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 3.33333333333333 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 2.66 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 45 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 21 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 40 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Legal Procedure and ICT
Master in Digital and Artificial Intelligence Law
|
Compulsory | 0 | 1 |
|
Privacy and Personal Data
Master in Digital and Artificial Intelligence Law
|
Compulsory | 0 | 4 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 60 |
|
Intelligent Systems Development
Degree in Computer Engineering
|
Optional | 0 | 21 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
10:00 a 12:00 |
despacho 320 |
| 1st quarter |
Tuesday
10:00 a 12:00 |
despacho 320 |
| 1st quarter |
Wednesday
12:00 a 14:00 |
despacho 320 |
| 2nd quarter |
Monday
09:30 a 10:30 |
despacho 320 |
| 2nd quarter |
Thursday
09:30 a 10:30 |
despacho 320 |
Directed or codirected by current teacher since 2013 year.
| Knowledge based system for the automatic asignation of trials to lawyers |
| Simulation of virus propagation and acceptance of socio-sanitary measures through an intelligent model. |
| Automation of the extraction of relevant data in medical reports using Text Mining |
| Recomender System based on textual reviews |
| A support system for predicting vine mildew fungus |
| Optimization of feature selection methods for dealing with high dimensional datasets |
| Feature selection methods for high dimensional data sets |
Select merit type and year to query research merits.
Aprendizaje automático frugal: potenciando la IA en entornos con recursos limitados para los desafíos del mundo real
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Main researches | Berta Guijarro Berdiñas (IP1) / Amparo Alonso Betanzos (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2024 to 31/08/2027 |
Ciencia e ingeniería de datos para la mejora de la función estadística oficial (CIDMEFEO)
| Funding entity | INSTITUTO NACIONAL DE ESTADÍSTICA |
| Main researches | Ricardo Cao Abad, Manuel Francisco González Penedo |
| Type | Proyecto Programas Nacionales |
| Dates | From 13/05/2023 to 12/05/2026 |
ATEMPO - Asistencia Transfronteriza de EMergencias en el marco del POCTEP 2021-2027
| Funding entity | Union Europea |
| Main researches | Francisco Javier González Varela, Manuel F. González Penedo |
| Type | Proyecto UE |
| Dates | From 01/09/2023 to 31/12/2025 |
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022
| Funding entity | Consellería de Educación |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2022 to 20/11/2025 |
SMART PRE2: Inteligencia Artificial aplicada a la predicción y prevención de enfermedades profesionales
| Funding entity | Red.es |
| Main researches | José Luis Calvo Rolle ; Óscar Fontenla Romero |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 30/04/2024 |
Centro Mixto de Investigación UDC-NAVANTIA «El astillero del futuro»
| Funding entity | Axencia Galega de Innovación (GAIN) |
| Main researches | Pablo Fariñas Alvariño |
| Type | Proyecto Programas Autonomicos |
| Dates | From 20/07/2022 to 19/07/2025 |
Aprendizaje Automático Escalable y Explicable
| Funding entity | Ministerio de Ciencia, Innovación y Universidades |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/06/2020 to 31/05/2024 |
Machine Learning on the Edge (MLoE)
| Funding entity | FUNDACIÓN BBVA |
| Main researches | Óscar Fontenla Romero |
| Type | Proyecto Programas Nacionales |
| Dates | From 30/04/2020 to 30/10/2022 |
CEDCOVID: Ciencia e Ingeniería de datos para la evaluación, predicción poblacional y personalizada de la evolución de la enfermedad COVID-19
| Funding entity | Agencia Gallega de Innovación (GAIN) |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/11/2020 to 31/12/2022 |
Axudas para a consolidación e estruturación de unidades de investigación competitivas.GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2019 to 20/11/2021 |
Social innovation Modelling Approaches to Realizing Transition to Energy Efficiency and Sustainability (SMARTEES)
| Funding entity | Union Europea |
| Main researches | Christian A. Klöckner |
| Type | Proyecto UE |
| Dates | From 01/05/2018 to 31/10/2021 |
Social and Market Approaches to Realizing Transition to Energy Efficiency and Sustainability (SMARTEES)
| Funding entity | Union Europea |
| Main researches | Adina Claudia Dumitru |
| Type | Proyecto UE |
| Dates | From 01/05/2018 to 30/04/2021 |
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 |
Airport Pavement Index Assessment (APIA)
| Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
| Main researches | Óscar Fontenla Romero y Noelia Barreira Rodríguez |
| Type | Proyecto Programas Nacionales |
| Dates | From 30/06/2015 to 31/12/2017 |
Comité de tumores interdisciplinar para el seguimiento integral de pacientes oncológicos. Proyecto MEET
| Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 30/06/2015 to 31/12/2017 |
Red de Tecnologías Cloud y Big Data para HPC
| Funding entity | Xunta de Galicia |
| Main researches | Juan Touriño Domínguez |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2014 to 31/12/2015 |
Ayudas para la consolidación y estructuración de unidades de investigación competitivas del Sistema Universitario de Galicia. Grupos de Referencia Competitiva
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2014 to 31/12/2017 |
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 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
| Funding entity | Xunta de Galicia |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2012 to 31/12/2013 |
Low Carbon at Work: Modelling agents and organisations to achieve transition to a low carbon Europe (LOCAW)
| Funding entity | 7º PROGRAMA MARCO - UNIÓN EUROPEA (Grant agreement 265155) |
| Main researches | Ricardo García Mira |
| Type | Proyecto UE |
| Dates | From 01/01/2011 to 31/12/2013 |
Programa de consolidación y estructuración de unidades de investigación competitivas. Modalidad de grupos de referencia competitiva
| Funding entity | Consellería de Educación e Ordenación Universitaria |
| Main researches | Amparo Alonso Betanzos |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2011 to 31/12/2013 |
Tecnologías inteligentes para el análisis del comportamiento de los usuarios en el acceso y consumo de contenidos digitales en multiplataformas
| Funding entity | Prisa Digital, S.L. |
| Main researches | Miguel Rodríguez Luaces, José Antonio Vilar Fernández, Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 21/11/2011 to 20/06/2014 |
TECNOLOGIAS DE ANALISIS DE EFICIENCIA Y FIABILIDAD EN BUQUES-PROYECTO STEF
| Funding entity | Perama Ingeniería S.L.U |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 24/06/2010 to 23/06/2011 |
Eficiencia energética
| Funding entity | Xunta de Galicia |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 30/09/2010 to 30/06/2011 |
Sistema inteligente para la predicción de fallos en aerogeneradores
| Funding entity | INDRA SISTEMAS S.A. |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 01/01/2009 to 31/12/2009 |
Asistencia Técnica en el procesamiento de señales aplicado al análisis de vibraciones
| Funding entity | INDRA SISTEMAS S.A. |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 01/05/2009 to 30/05/2009 |
Atila: Desarrollo de una herramienta de análisis de tráfico con inspección profunda, revisión de logs, gestión de riesgos y adecuación de normativas
| Funding entity | Xunta de Galicia |
| Main researches | Amparo Alonso Betanzos |
| Type | Contrato |
| Dates | From 10/03/2008 to 09/03/2009 |
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 |
Estudio, Análisis y Validación de un Sistema de Mantenimiento Predictivo Inteligente Orientado a Motores en buques
| Funding entity | Xunta de Galicia, Consellería de Innovación,Industria e Comercio |
| Main researches | Alfonso García Ascaso, Amparo Alonso Betanzos (Grupo LIDIA) |
| Type | Contrato |
| Dates | From 01/01/2005 to 31/08/2008 |
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 |
CONTRATO PARA ACTIVIDADES DE ASISTENCIA TÉCNICA ENTRE A UNIVERSIDADE DE SANTIAGO DE COMPOSTELA E A UDC NO MARCO DO PROXECTO "DESARROLLO DE UN SISTEMA EXPERTO PARA PREDECIR EL PELIGRO DE INCENDIOS FORESTALES EN GALICIA Y EL NOROESTE DE CASTILLA Y LEÓN
| Funding entity | Universidade de Santiago de Compostela (USC) |
| Type | Contrato |
| Dates | From 15/10/2001 to 15/12/2001 |
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 |
CONVENIO PARA REALIZACIÓN TRABAJOS CORRESPONDIENTES A LA FASE DE FORMACIÓN/ACCIÓN EN EL AREA TEMÁTICA DE INNOVACIÓN, SUBÁREA DE TECNOLOGÍAS DE LA INFORMACIÓN Y LAS COMUNICACIONES DEL PROYECTO QUALYMAN.
| Funding entity | Instituto Tecnológico de Galicia (ITG) |
| Main researches | Vicente Moret Bonillo, Amparo Alonso Betanzos, Bernardino Arcay Varela |
| Type | Contrato |
| Dates | From 17/02/1997 to 30/06/1998 |
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 |
ACUERDO CON LA NATIONAL LIBRARY OF MEDICINE
| Funding entity | NACIONAL LIBRARY OF MEDICINE |
| Type | Contrato |
| Dates | From 08/05/1994 to 01/01/1995 |
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 |
How important is data quality? Best classifiers vs best features
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Neurocomputing Vol. 470 (pages 365 to 375) |
Low-precision feature selection on microarray data: an information theoretic approach
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 60 (pages 1333 to 1345) |
| DOI | https://doi.org/10.1007/s11517-022-02508-0 |
Fast anomaly detection with locality-sensitive hashing and hyperparameter autotuning
| Authors | Jorge Meira, Carlos Eiras-Franco, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos |
| Journal | Information Sciences Vol. 607 (pages 1245 to 1264) |
| DOI | https://doi.org/10.1016/j.ins.2022.06.035 |
E2E-FS: An End-to-End Feature Selection Method for Neural Networks
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| DOI | https://doi.org/10.1109/tpami.2022.3228824. |
Data-Driven Predictive Maintenance Framework for Railway systems
| Authors | Jorge Meira, Bruno Veloso, Verónica Bolón-Canedo, Goreti Marreiros, Amparo Alonso-Betanzos, João Gama |
| Journal | Intelligent Data Analysis |
Anomaly Detection on Natural Language Processing to Improve Predictions on Tourist Preferences
| Authors | Jorge Meira, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Paulo Novais, Goreti Marreiros |
| Journal | Electronics Vol. 11 Num. 5 |
| DOI | https://doi.org/10.3390/electronics11050779 |
Dealing with heterogeneity in the context of distributed feature selection for classification
| Authors | José Luis Morillo-Salas, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Knowledge and Information Systems Vol. 63 (pages 233 to 276) |
Scalable feature selection using ReliefF aided by locality-sensitive hashing
| Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Journal | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (pages 6161 to 6179) |
Machine learning techniques to predict different levels of hospital care of CoVid-19
| Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Verónica Bolón-Canedo, Brais Cancela, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | APPLIED INTELLIGENCE Vol. 52 (pages 6413 to 6431) |
| DOI | https://doi.org/10.1007/s10489-021-02743-2 |
Applying machine learning to detect early stages of cardiac remodelling and dysfunction
| Authors | Franti ek Sabov¿ik, Nicholas Cauwenberghs, Dmitry Kouznetsov, Francois Haddad, Amparo Alonso-Betanzos, Celine Vens, Tatiana Kuznetsova |
| Journal | European Heart Journal-Cardiovascular Imaging Vol. 22 Num. 10 (pages 1208 to 1217) |
| DOI | https://doi.org/10.1093/ehjci/jeaa135 |
A scalable saliency-based feature selection method with instance-level information
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, João Gama |
| Journal | Knowledge-Based Systems Vol. 192 (pages 105326-1 to 105326-13) |
Wavefront Marching Methods: a unified algorithm to solve Eikonal and static Hamilton-Jacobi equations
| Authors | Brais Cancela, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
Community detection and social network analysis based on the Italian wars of the 15th century
| Authors | Javier Fumanal-Idocin, Amparo Alonso-Betanzos, Oscar Cordón, Humberto Bustince, Maria Minarova |
| Journal | FUTURE GENERATION COMPUTER SYSTEMS Vol. 113 (pages 25 to 40) |
One-Class Convex Hull-Based Algorithm for Classification in Distributed Environments
| Authors | Diego Fernández-Francos, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 50 Num. 2 (pages 386 to 396) |
Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing
| Authors | Carlos Eiras-Franco, David Martínez-Rego, Leslie Kanthan, César Piñeiro, Antonio Bahamonde Rionda, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Journal | ACM Transactions on Intelligent Systems and Technology Vol. 11 Num. 6 (pages 71-1 to 71-18) |
Feature selection with limited bit depth mutual information for portable embedded systems
| Authors | Laura Morán-Fernández, Konstantinos Sechidis, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Gavin Brown |
| Journal | Knowledge-Based Systems Vol. 197 |
| DOI | https://doi.org/10.1016/j.knosys.2020.105885 |
Distributed classification based on distances between probability distributions in feature space
| Authors | Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José A. Vilar, Amparo Alonso-Betanzos |
| Journal | Information Sciences Vol. 496 (pages 431 to 450) |
On developing an automatic threshold applied to feature selection ensembles
| Authors | Borja Seijo-Pardo, Verónica Bolón-Canedo, A. Alonso-Betanzos |
| Journal | Information Fusion Vol. 45 (pages 227 to 245) |
| DOI | https://doi.org/10.1016/j.inffus.2018.02.007 |
Large scale anomaly detection in mixed numerical and categorical input spaces
| Authors | Carlos Eiras-Franco, David Martínez-Rego, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Journal | Information Sciences Vol. 487 (pages 115 to 127) |
Ensembles for feature selection: A review and future trends
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Information Fusion Vol. 52 (pages 1 to 12) |
Biases in feature selection with missing data
| Authors | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Julie Josse, Mehreen Saeed, Isabelle Guyon |
| Journal | Neurocomputing Vol. 342 (pages 97 to 112) |
Distributed correlation-based feature selection in Spark
| Authors | Raul-Jose Palma-Mendoza, Luis de Marcos, Daniel Rodríguez, Amparo Alonso-Betanzos |
| Journal | Information Sciences Vol. 496 (pages 287 to 299) |
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) |
A scalable decision-tree-based method to explain interactions in dyadic data
| Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Journal | DECISION SUPPORT SYSTEMS Vol. In Press |
Performance evaluation of unsupervised techniques in cyber-attack anomaly detection
| Authors | Jorge Meira, Rui Andrade, Isabel Praça, João Carneiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Goreti Marreiros |
| Journal | Journal of Ambient Intelligence and Humanized Computing |
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 |
An Information Theory-Based Feature Selection Framework for Big Data Under Apache Spark
| Authors | Sergio Ramírez-Gallego, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Amparo Alonso-Betanzos, Francisco Herrera |
| Journal | IEEE Transactions on Systems, Man, and Cybernetics: Systems Vol. 48 Num. 9 (pages 1441 to 1453) |
On the use of different base classifiers in multiclass problems
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 6 (pages 315 to 323) |
| DOI | https://doi.org/10.1007/s13748-017-0126-4 |
Testing different ensemble con gurations for feature selection
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo, Borja Seijo-Pardo |
| Journal | NEURAL PROCESSING LETTERS |
On the use of feature selection to improve the detection of sea oil spills in SAR images
| Authors | David Mera, Verónica Bolón-Canedo, J.M. Cotos, A. Alonso-Betanzos |
| Journal | COMPUTERS & GEOSCIENCES Vol. 100 Num. 100 (pages 166 to 178) |
| DOI | https://doi.org/10.1016/j.cageo.2016.12.013 |
Volume, Variety and Velocity in Data Science.
| Authors | A. Alonso-Betanzos, José A. Gámez, Francisco Herrera, José M. Puerta, José C. Riquelme |
| Journal | Knowledge-Based Systems Vol. 117 (pages 1 to 2) |
| DOI | https://doi.org/10.1016/j.knosys.2016.11.005 |
Centralized vs. distributed feature selection methods based on data complexity measures
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Knowledge-Based Systems Vol. 117 (pages 27 to 45) |
| DOI | https://doi.org/10.1016/j.knosys.2016.09.022 |
Content-based methods in peer assessment of open-response questions to grade students as authors and as graders.
| Authors | Oscar Luaces, Jorge Díez, Amparo Alonso-Betanzos, Alicia Troncoso, Antonio Bahamonde |
| Journal | Knowledge-Based Systems Vol. 117 (pages 79 to 87) |
| DOI | https://doi.org/10.1016/j.knosys.2016.06.024 |
Can classi cation performance be predicted by complexity measures? A study using microarray data.
| Authors | A. Alonso-Betanzos, Verónica Bolón-Canedo, Laura Morán-Fernández |
| Journal | Knowledge and Information Systems Vol. 51 (pages 1067 to 1090) |
| DOI | https://doi.org/10.1007/s10115-016-1003-3 |
Can classification performance be predicted by complexity measures? A study using microarray data
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Knowledge and Information Systems Vol. 51 Num. 3 (pages 1067 to 1090) |
| DOI | https://doi.org/10.1007/s10115-016-1003-3 |
On the use of different base classifiers in multiclass problems
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 6 Num. 4 (pages 315 to 323) |
| DOI | https://doi.org/10.1007/s13748-017-0126-4 |
Testing different ensemble configurations for feature selection
| Authors | Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | NEURAL PROCESSING LETTERS Vol. 46 Num. 3 (pages 857 to 880) |
| DOI | https://doi.org/10.1007/s11063-017-9619-1 |
Multithreaded and Spark Parallelization of Feature Selection Filters
| Authors | Carlos Eiras-Franco, Verónica Bolón-Canedo, Sabela Ramos Garea, Jorge González Domínguez, Amparo Alonso-Betanzos, Juan Touriño Domínguez |
| Journal | Journal of Computational Science Vol. 17 (pages 609 to 619) |
Ensemble feature selection: Homogeneous and heterogeneous approaches
| Authors | Borja Seijo-Pardo, I. Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Journal | Knowledge-Based Systems (pages 124 to 139) |
| DOI | https://doi.org/10.1016/j.knosys.2016.11.017 |
Fault detection via Recurrence Time statistics and one class classi cation
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, David Martínez-Rego, Jose C Principe |
| Journal | PATTERN RECOGNITION LETTERS Vol. 84 (pages 8 to 14) |
| DOI | https://doi.org/10.1016/j.patrec.2016.07.019 |
Fast-mRMR: Fast minimum Redundancy Maximum Relevance algorithm for high-dimensional Big Data.
| Authors | Sergio Ramírez¿Gallego, Iago Lastra, David Martínez-Rego, Verónica Bolón-Canedo, José Manuel Benítez, Francisco Herrera, Amparo Alonso-Betanzos |
| Journal | INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS (pages 1 to 19) |
| DOI | https://doi.org/10.1002/int.21833 |
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) |
Data Discretization: Taxonomy and Big Data Challenge.
| Authors | Ramírez-Gallego, Salvador García, Héctor Mouriño-Talín, David Martínez-Rego, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Francisco Herrera |
| Journal | WIREs : Data Mining and Knowledge Discovery Vol. 6 Num. 1 (pages 5 to 21) |
| DOI | https://doi.org/10.1002/widm.1173 |
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 | García-Mira, R., 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 |
Dealing with inter-expert variability in clinical decision-making: A machine learning approach
| Authors | Verónica Bolón-Canedo, E. Ataer-Cansizoglu, D. Erdogmus, Kalpathy-Cramer, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, M.F. Chiang |
| Journal | Computer Methods and Programs in Biomedicine |
A factorization approach to evaluate open-response assignments in MOOCS using preference learning on peer assessments
| Authors | Oscar Luaces, J. Díez, Amparo Alonso-Betanzos, A. Troncoso, A. Bahamonde |
| Journal | Knowledge-Based Systems |
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 |
Stream change detection via passive-aggressive classification and Bernoulli CUSUM
| Authors | David Martínez Rego, Diego Fernández Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | Information Sciences Vol. 305 (pages 130 to 145) |
| DOI | https://doi.org/10.1016/j.ins.2015.01.022 |
AEPIA: Spanish Association for Arti cial Intelligence
| Authors | Amparo Alonso-Betanzos |
| Journal | MATHWARE AND SOFT COMPUTING Vol. 22 Num. 2 (pages 11 to 14) |
Exploring guidelines for classi cation of major heart failure subtypes by using Machine Learning
| Authors | Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
| Journal | Clinical Medicine Insights: Cardiology Vol. 6 Num. 1 (pages 57 to 71) |
| DOI | https://doi.org/10.4137/cmc.s18744 |
Dealing with inter-expert variability in Retinopathy of Prematurity: a machine learning approach
| Authors | Verónica Bolón-Canedo, Esra Ataer-Cansizoglu, D. Erdogmus, Jayashree Kalpathy-Cramer, Óscar Fontenla-Romero, A. Alonso-Betanzos, Michael F. Chiang |
| Journal | Computer Methods and Programs in Biomedicine Vol. 122 Num. 1 (pages 1 to 15) |
| DOI | https://doi.org/10.1016/j.cmpb.2015.06.004 |
Exploring Guidelines for Classification of Major Heart Failure Subtypes by Using Machine Learning
| Authors | A. Alonso-Betanzos, Verónica Bolón Canedo, Guy Heyndrickx, Peter L.M. Kerkhof |
| Journal | Clinical Medicine Insights: Cardiology Vol. 9 (pages 57 to 71) |
| DOI | https://doi.org/10.4137/cmc.s18746 |
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, García-Mira, R. |
| 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) |
Automatic Bearing Fault Diagnosis Based on One-Class nu-SVM
| Authors | Diego Fernández-Francos, David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | COMPUTERS & INDUSTRIAL ENGINEERING Vol. 64 Num. 1 (pages 357 to 365) |
A minimum volume covering approach with a set of ellipsoids
| Authors | David Martínez Rego, Enrique Castillo Ron, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE Vol. 35 Num. 12 (pages 2997 to 3009) |
| DOI | https://doi.org/10.1109/tpami.2013.94 |
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 |
Non linear Single Layer Neural Network training algorithm for incremental, non stationary and distributed learning scenarios
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | Pattern Recognition Vol. 45 Num. 12 (pages 4536 to 4546) |
Information Theoretic Learning and Local Modeling for Binary and Multiclass Classification
| Authors | Iago Porto Díaz, David Martínez Rego, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
| Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 1 Num. 4 (pages 315 to 328) |
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) |
Information Theoretic Learning and local modelling for binary and multiclass classi cation
| Authors | Amparo Alonso-Betanzos, Óscar Fontenla-Romero, David Martínez-Rego |
| Journal | PROGRESS IN ARTIFICIAL INTELLIGENCE Vol. 1 Num. 4 (pages 315 to 328) |
| DOI | https://doi.org/10.1007/s13748-012-0032-8 |
Efficiency of local models ensembles for time series prediction
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | Expert Systems with Applications Vol. 38 Num. 6 (pages 6884 to 6894) |
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) |
A robust incremental learning method for non-stationary environments
| Authors | David Martínez Rego, Beatriz Pérez-Sánchez, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | Neurocomputing Vol. 74 Num. 11 (pages 1800 to 1808) |
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) |
Power Wind Mill Fault Detection via one-class v-SVM Vibration Signal Analysis
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | 2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (pages 511 to 518) |
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) |
A study of performance on microarray data sets for a classifier based on information theoretic learning
| Authors | Iago Porto Díaz, Verónica Bolon Canedo, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
| Journal | NEURAL NETWORKS Vol. 24 Num. 8 (pages 888 to 896) |
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) |
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-Ríos, J. Lago Piñeiro |
| Journal | INTERNATIONAL JOURNAL OF INTELLIGENT INFORMATION AND DATABASE Vol. 3 Num. 1 (pages 107 to 121) |
Conversion Methods for Symbolic Features: A Comparison applied to an Intrusion Detection Problem
| Authors | Elena Hernandez-Pereira, Juan Antonio Suárez Romero, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | Expert Systems with Applications Vol. 36 Num. 7 (pages 10612 to 10617) |
Multispectral classification of grass weeds and wheat (Tritium durum) crop using linear and nonparametric functional discriminant analysis and neural networks
| Authors | F. López Granados, J.M. Peña Barragán, M. Jurado Expósito, M. Francisco-Fernández, R. Cao, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
| Journal | WEED RESEARCH Vol. 48 Num. 1 (pages 28 to 37) |
A comparative study of local classifiers based on clustering techniques and one-layer neural networks
| Authors | Yuridia Gago Pallarés, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4881 (pages 168 to 177) |
A misuse detection agent for intrusion detection in a multiagent architecture.
| Authors | Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4496 (pages 466 to 475) |
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) |
A Fast Classification Algorithm Based on Local Models
| Authors | Sabela Platero Santos, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4224 (pages 249 to 256) |
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) |
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) |
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) |
Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response
| Authors | Deniz Erdogmus, Óscar Fontenla-Romero, José C. Príncipe, Amparo Alonso-Betanzos, Enrique Castillo |
| Journal | IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 16 Num. 2 (pages 325 to 337) |
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) |
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) |
Linear Least-Squares Based Methods for Neural Networks Learning
| Authors | Óscar Fontenla-Romero, Deniz Erdogmus, J. C. Principe, Amparo Alonso-Betanzos, Enrique Castillo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 2714 (pages 84 to 91) |
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) |
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) |
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) |
Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images
| Authors | Amparo Alonso-Betanzos, Bernardino Arcay Varela, Alfonso Castro Martínez |
| Journal | IMAGE AND VISION COMPUTING Vol. 18 Num. 13 (pages 1045 to 1054) |
Applyng Statistical, Uncertainty- Based and Connnectionist Approaches to the Prediction of Fetal Outcome: A Comparative Study
| Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret Bonillo, Belén Baldonedo del Río |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 17 Num. 1 (pages 35 to 57) |
Preprocessing of radiological images: comparison of the application of polynomic algorithms and artificial neural networks to the elimination of variations in background luminosity
| Authors | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, C. García, Suárez Bustillo |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Num. 1067 (pages 452 to 459) |
Bilingüismo, Capacidad Cognitiva y Aprendizaje de Lenguas
| Authors | Mauro Andrés Fernández Rodríguez, Amparo Alonso-Betanzos |
| Journal | SERIE 'MONOGRAFÍAS BREVES' Num. - (pages 0 to 0) |
EECB: A Knowledge Elicitation Tool Based on Repertory Grid and city block metric
| Authors | José R. Panamá Gabía, Miguel R. Penabad, Nieves Rodríguez Brisaboa, Amparo Alonso-Betanzos |
| Journal | Expert Systems with Applications Vol. 14 Num. 3 (pages 249 to 258) |
Information analysis and validation of intelligent monitoring systems in ICUs
| Authors | Vicente Moret Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos |
| Journal | IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE Vol. 1 Num. 2 (pages 87 to 99) |
Developing and electrical distribution monitoring system
| Authors | María del Carmen Santa Cruz Roldán, Amparo Alonso-Betanzos, Juan Arias Rodríguez |
| Journal | IEEE COMPUTER APPLICATIONS IN POWER Vol. 10 Num. 1 (pages 36 to 42) |
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) |
A comparative analysis of the neonatal prognosis problem using artificial neural networks, statistical techniques and certainty management techniques
| Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 995 to 1004) |
An approach to validate intelligent monitoring systems in critical care.
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Eduardo Mosqueira-Rey |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING Vol. 34 Num. - (pages 403 to 404) |
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) |
Automated analog to digital conversion of graphical cardiotocographic records
| Authors | Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Vicente Moret Bonillo |
| Journal | JOURNAL OF CLINICAL ENGINEERING Vol. 20 Num. 1 (pages 57 to 65) |
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) |
Microarray Bioinformatics ("Methods in Molecular Biology" Series)
| Editors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Publishing | Humana, New York, NY, () |
| ISBN | 978-1-4939-9442-7 |
Recent Advances in Ensembles for Feature Selection (Intelligent Systems Reference Library)
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Editors | Kacprzyk, J., Lakhmi C. Jain |
| Publishing | Springer - Verlag, (España) |
| ISBN | 978-3-319-90079-7 |
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 |
Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability. The PAAMS Collection
| Editors | Javier Bajo, Josefa Z. Hernández, Philippe Mathieu, Andrew Campbell, Antonio Fernández-Caballero, María N. Moreno, Vicente Julián, Amparo Alonso-Betanzos, María Dolores Jiménez-López, Vicente Botti |
| Publishing | springer verlag, (España) |
| ISBN | 978-3-319-19629-9 |
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 |
Advances in Artificial Intelligence. 15th Conference of the Spanish Association for Artificial Intelligence
| Editors | Amparo Alonso-Betanzos |
| Publishing | Springer - Verlag, (España) |
| ISBN | 978-3-642-40643-0 |
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 |
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 |
Fundamentos de Inteligencia Artificial
| Authors | Vicente Moret Bonillo, Amparo Alonso-Betanzos |
| Publishing | Serv. Publicaciones Univ. La Coruña, (España) |
| ISBN | 84-89694-68-0 |
Tecnologías de la Información y las Comunicaciones
| Authors | Bernardino Arcay Varela, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Publishing | Instituto Tecnológico de Galicia y Xunta de Galicia, (España) |
| ISBN | 84-84973-13-7 |
Challenges and Future Trends for Microarray Analysis
| Authors | Verónica Bolón-Canedo. Amparo Alonso-Betanzos. I. López-de-Ullibarri. R. Cao |
| Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
| Pages | From 283 to 293 |
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 |
Feature selecion applied to microarray data
| Authors | Amparo Alonso-Betanzos. Verónica Bolón-Canedo. Laura Morán-Fernández. Borja Seijo-Pardo |
| Book |
Microarray Bioinformatics Publishing: Springer. ISBN: 978-1-4939-9441-0 |
| Pages | From 123 to 152 |
Preprocessing in high dimensional datasets
| Authors | A. Alonso-Betanzos. Verónica Bolón-Canedo. Carlos Eiras-Franco. Laura Morán-Fernández. Borja Seijo-Pardo |
| Book |
Advances in Biomedical Informatics Vol. 137 Publishing: Springer - Verlag. ISBN: 978-3-319-67512-1 |
| Pages | From 247 to 271 |
Big-Data Analysis, Cluster Analysis, and Machine-Learning Approaches
| Authors | A. Alonso-Betanzos. Verónica Bolón-Canedo |
| Book |
Sex-Specific Analysis of Cardiovascular Function Publishing: Spriger. ISBN: 978-3-319-77931-7 |
| Pages | From 607 to 626 |
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. García-Mira, R.. 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 |
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 |
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 |
Medical Expert Systems
| Authors | Peter L.M. Kerkhof. Amparo Alonso-Betanzos. Vicente Moret Bonillo |
| Book |
Webster¿s Encyclopedia Electrical & Electronics Engineering Vol. - Publishing: John Wiley & Sons. ISBN: 0-471-13946-7 |
| Pages | From 498 to 508 |
Towards a more sustainable anomaly detection: new methods and practical applications
| Autor | Jorge Alexandre Novo Meira |
| Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo; María Goreti Carvalho Marreiros |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
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 |
Simple but not simplistic: reducing the complexity of machine learning methods
| Autor | Laura Morán Fernández |
| Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Information Fusion and Ensembles in Machine Learning
| Autor | Borja Seijo Pardo |
| Director/s | María Amparo Alonso Betanzos; Verónica Bolón Canedo |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Computational learning algorithms for large-scale datasets
| Autor | Diego Fernández Francos |
| Director/s | María Amparo Alonso Betanzos; Óscar Fontenla Romero |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
Novel Machine Learning Methods Based on Information Theory
| Autor | Iago Porto Díaz |
| Director/s | Óscar Fontenla Romero; María Amparo Alonso Betanzos |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
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 |
On-line learning and anomaly detection methods. Applications to fault assessment.
| Autor | David Martínez Rego |
| Director/s | María Amparo Alonso Betanzos; Óscar Fontenla Romero |
| Scope | Computación |
| Qualification | Apto Cum Laude |
Algoritmos de aprendizaje, reducción de la dimensión y análisis de sensibilidad para redes funcionales y neuronales
| Autor | Maria Noelia Sanchez Maroño |
| Director/s | Enrique Castillo Ron;María Amparo Alonso Betanzos |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
Estudio, implementación y análisis de nuevos algoritmos de aprendizaje y nuevas medidas de tolerancia al ruido para redes funcionales y neuronales
| Autor | Óscar Fontenla Romero |
| Director/s | María Amparo Alonso Betanzos;Enrique Castillo Ron |
| Scope | Computación |
| Qualification | Sobresaliente Cum Laude |
CAFÉ: Un sistema con arquitectura híbrida para la monitorización inteligente del estado antenatal
| Autor | Berta M. Guijarro Berdiñas |
| Director/s | María Amparo Alonso Betanzos |
| 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 |
Sustainable Personalisation and Explainability in Dyadic Data Systems
26th International Conference on Knowledge Based and Intelligent information and Engineering Systems (KES 2022)
International
| Authors | Jorge Paz-Ruza, Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos |
| Organization | KES International |
| Place | Verona (Italia) |
| DOI | https://doi.org/10.1016/j.procs.2022.09.157 |
Artificial Intelligence and Sustainability
Corunna Innovate Summit
Autonomous
| Authors | Amparo Alonso-Betanzos |
| Place | Coruña, A (España) |
A Delayed Elastic-Net Approach for Performing Adversarial Attacks
25th International Conference on Pattern Recognition (ICPR 2020)
International
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | IEEE Communitation Society |
| Place | Milán (Italia) |
Can Data Placement Be Effective for Neural Networks Classification Tasks? Introducing the Orthogonal Loss
25th International Conference on Pattern Recognition (ICPR 2020)
International
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | IEEE Communitation Society |
| Place | Milán (Italia) |
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 |
Personalización de Recomendaciones en TripAdvisor Usando Deep Learning
X Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA-CAEPIA)
National
| Authors | Iñigo Luis López-Riobóo Botana, Amparo Alonso Betanzos, Verónica Bolón Canedo, Antonio Bahamonde Rionda |
| Place | Málaga (España) |
Análisis de redes sociales basado en las conquistas de César Borgia
XIX Conferencia de la Asociación Española para la Inteligencia Artificial CAEPIA 20/21
National
| Authors | Javier Fumanal-Idocin, Oscar Cordón, Amparo Alonso-Betanzos, Humberto Bustince, Javier Fernández |
| Organization | Asociación Española para la Inteligencia Artificial |
| Place | Málaga (España) |
Sustainable AI
INL Summit 2022
International
| Authors | Amparo Alonso-Betanzos |
| Organization | INTERNATIONAL IBERIAN NANOTECHNOLOGY LABORATORY |
| Place | Braga (Portugal) |
Inteligencia Artificial y Ginecología
74 Congreso de la Sociedad Gallega de Obstetricia y Ginecología
Autonomous
| Authors | Amparo Alonso-Betanzos |
| Organization | Sociedad Gallega de Obstetricia y Ginecología |
| Place | Coruña, A (España) |
Las Humanidades en la era de la Inteligencia Artificial. Cooperando para modelar sostenibilidad
V Congreso Internacional de la HDH: Humanidades Digitales Hispánicas
International
| Authors | Amparo Alonso-Betanzos |
| Place | Santiago de Compostela (España) |
Exploring a strategy for the development of AI-based diagnostic tools for rare diseases
European Human Genetics Conference (ESHG 2021)
International
| Authors | P. Romero- Campo, Bertha Guijarro-Berdiñas, M. Sobrido, Amparo Alonso-Betanzos |
| Organization | Wiener Medizinische Akademie |
| Place | Viena (online) (Austria) |
On the Effectiveness of Convolutional Autoencoders on Image-Based Personalized Recommender Systems
III XoveTIC 2020
International
| Authors | Eva Blanco-Mallo, Beatriz Remeseiro López, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Regression Tree Based Explanation for Anomaly Detection Algorithm
III Congreso XoveTIC
Autonomous
| Authors | López-Riobóo Botana, Íñigo, Carlos Eiras-Franco, Amparo Alonso-Betanzos |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2020054007 |
Do we need hundreds of classifiers of a good feature selection?
28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2020)
International
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Bruselas (Bélgica) |
When size matters: Markov Blanket with limited bit depth conditional mutual information
Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM 2020) - In conjunction with
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020)
International
| Authors | Laura Morán-Fernández, Eva Blanco-Mallo, Konstantinos Sechidis, Amparo Alonso-Betanzos, Verónica Bolón-Canedo |
| Place | Gante (Bélgica) |
Only for your eyes: Visualizing the results of a personalized recommendation system
Art and Artificial Intelligence: a disruptive joint venture - (Art)^2Int (ECAI 2020 Workshop)
International
| Authors | Eva Blanco-Mallo, Beatriz Remeseiro, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Santiago de Compostela (España) |
An Agent-Based Model to Simulate the Spread of a Virus Based on Social Behavior and Containment Measures.
III XoveTIC 2020
International
| Authors | Manuel Seijas Carpente, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Alejandro Rodríguez-Arias, Adina Dumitru |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2020054022 |
Inteligencia Artificial y Género
Seminario Covid y Tecnología en clave de Género 2020
National
| Authors | Amparo Alonso-Betanzos |
| Organization | Instituto de la Mujer y para la Igualdad de Oportunidades. Ministerio de Igualdad |
| Place | Madrid (España) |
Inteligencia Artificial: Una oportunidad para España, El necesario desarrollo de la IA en las empresas españolas
1st Space Industrial Economy 5.0 Sevilla Virtual Summit
National
| Authors | Amparo Alonso-Betanzos |
| Organization | Fibes Sevilla |
| Place | Sevilla (España) |
Impacto de la Inteligencia Artificial en la Sociedad y en el mercado de trabajo
Jornada sobre Inteligencia Artificial al servicio de la Sociedad
National
| Authors | Amparo Alonso-Betanzos |
| Organization | Universidad Internacional de Andalucía (UNIA) |
| Place | Málaga (España) |
La transformación de la educación por y para la Inteligencia Artificial
III Jornadas Cátedra Microsoft sobre Inteligencia Artificial y Desarrollo Humano
Autonomous
| Authors | Amparo Alonso-Betanzos |
| Organization | Universidade de Santiago de Compostela (USC) |
| Place | Santiago de Compostela (España) |
Machine learning for predicting early left ventricular abnormalities in the general population
ESC Congress & World Congress on Cardiology
International
| Authors | Tatiana Kuznetsova, Nicholas Cauwenberghs, Francois Haddad, Amparo Alonso-Betanzos, Celine Vens |
| Organization | European Society of Cardiology |
| Place | París (Francia) |
| DOI | https://doi.org/10.1093/eurheartj/ehz745.0661 |
Feature selection with limited bit depth mutual information for embedded systems
XoveTIC 2018
Autonomous
| Authors | Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Uso de técnicas de Saliency para Selección de Características
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
| Authors | Brais Cancela, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Granada (España) |
Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
| Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Place | Granada (España) |
Segmentación de mercado explicable sobre datos de alta dimensión
II Workshop en Big Data y Análisis de Datos Escalable - CAEPIA 2018
National
| Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Place | Granada (España) |
Análisis de algoritmos de cuantificación basados en ajuste de distribuciones
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
National
| Authors | Alberto Castaño, Laura Morán-Fernández, Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Granada (España) |
Selección de características distribuidas en entornos heterogéneos
IX Simposio de Teoría y Aplicaciones de la Minería de Datos - CAEPIA
National
| Authors | Verónica Bolón-Canedo, Rubén Seoane-Martínez, José Luis Morillo-Salas, Amparo Alonso-Betanzos |
| Place | Granada (España) |
Analysis of imputation bias for feature selection with missing data
26th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN2018)
International
| Authors | Borja Seijo-Pardo, Amparo Alonso-Betanzos, Kristin P. Bennett, Verónica Bolón-Canedo, Isabelle Guyon, Julie Josse, Mehreen Saeed |
| Place | Brujas (Bélgica) |
Interpretable market segmentation on high dimension data
XoveTIC 2018
Autonomous
| Authors | Carlos Eiras-Franco, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Antonio Bahamonde Rionda |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2181171 |
Beyond accuracy and time: Preservation of privacy, explainability or reduced-precision approaches in Machine Learning
Big Data Spain 2018
National
| Authors | Amparo Alonso-Betanzos |
| Place | Madrid (España) |
Privacy-preserving, explainability and reduced-precision approaches in Machine Learning
Bilbao Data Science Workshop - BiDAS 3
National
| Authors | Amparo Alonso-Betanzos |
| Organization | Basque Center for Applied Mathematics |
| Place | Bilbao (España) |
Paralelización de algoritmos de selección de características en la plataforma Weka
CAEPIA 2015. Conference of the Spanish Association for Artificial Intelligence.
International
| Authors | Amparo Alonso-Betanzos, Carlos Eiras-Franco, Verónica Bolón-Canedo, Jaime Rodríguez, J. Touriño |
| Place | Albacete (España) |
Learning features on tear fi lm lipid layer classi cation
23th European symposium on Arti cial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2015
International
| Authors | Verónica Bolón-Canedo, Amparo Alonso-Betanzos |
| Place | Brujas (Bélgica) |
Empirical Agent-based modelling of everyday pro-environmental behaviours at work
7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, CA, USA.
http://www.iemss.org/society/index.php/iemss-2014-proceedings
International
| Authors | Gary Polhill, Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Adina Dumitru, Mirilia Bonnes, Marino Bonaiuto, Giuseppe Carrus, Ferdinando Fornara, Fridanna Maricchiolo, Linda Steg , Angela Ruepert, Kees Kaizer, García-Mira, R. |
| Organization | The International Environmental Modelling & Software Society |
| Place | San Diego, CA (Estados Unidos) |
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) |
Modeling consumption of contents and advertising in online newspapers
22th European symposium on Artificial Neural Networks,
Computational Intelligence and Machine Learning (ESANN) 2014.
International
| Authors | I. Porto-Díaz, David Martínez Rego, O. Fontenla Romero, Amparo Alonso-Betanzos |
| Place | Brujas (Bélgica) |
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) |
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) |
Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
| Place | Salónica (Grecia) |
Local Modeling Classifier for Microarray Gene-Expression Data
International Conference on Artificial Neural Networks (ICANN 2010) - Lecture Notes in Computer Science 6352
International
| Authors | Iago Porto Díaz, Verónica Bolón Canedo, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
| Place | Salónica (Grecia) |
A Log Analyzer Agent for Intrusion Detection in a Multi-agent System
International Conference on Knowledge-Based & Intelligent Engineering Systems (KES 2010) - Lecture Notes in Artificial Intelligence 6276
International
| Authors | Iago Porto Díaz, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Place | Cardiff (Reino Unido) |
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) |
Combining Feature Selection and the FVQIT Method for Classification in KDD Cup 99 Dataset
ICANN¿09, International Conference on Artificial Neural Networks
International
| Authors | Iago Porto Díaz, David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Place | Limassol (Chipre) |
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 New Supervised Local Modelling Classifier based on Information Theory
IJCNN'09, International Joint Conference on Neural Networks
International
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Iago Porto Díaz, Amparo Alonso-Betanzos |
| Place | Atlanta (Estados Unidos) |
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-Ríos |
| Organization | Universidad de Salamanca |
| Place | Salamanca (España) |
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 |
Vibration Analysis and Condition Forecasting for Rotating Machinery using Local Modeling Neural Networks
ASC 2008, 12th IASTED International Conference Artificial Intelligence and Soft Computing.
International
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, Manuel Vilaboy Jarel, Alberto Bouza Durán |
| Place | España |
A Method for Time Series Prediction using a Combination of Linear Models
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International
| Authors | David Martínez Rego, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Place | Bruxas (Países Bajos) |
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) |
Multispectral classification of grass weeds and wheat (Triticum durum) crop using linear and nonparametric functional discriminant analysis and neural networks.
XXX Congreso Nacional de Estadística e Investigación Operativa
National
| Authors | M. Francisco-Fernández, R. Cao, Óscar Fontenla-Romero, Amparo Alonso-Betanzos, F. López Granados, J.M. Peña Barragán, M. Jurado Expósito |
| Place | Valladolid (España) |
An evolutionary approach to including learning mechanisms in multiagent systems
ECAL 2007, 9th European Conference on Artificial Life workshops. Dynamics of Learning Behavior and Neuromodulation Workshop
International
| Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Ana Vazquez Garcia, Belen Baldonedo del Río, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Place | Lisboa (Portugal) |
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) |
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) |
An evolutionary multiagent system for studying the usability of websites.
IWBT 2007, International Workshop on Intelligent Web based tools as part of the 19 th. IEEE International conference on Tools with Artificial Intelligence(ICTAI¿07)
International
| Authors | Eduardo Mosqueira-Rey, David Alonso-Ríos, Ana Vazquez Garcia, Belén Baldonedo del Río, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Place | Patras (Grecia) |
Metodología del trabajo y experiencias de aprendizaje colaborativo y evaluación continua en la disciplina de Sistemas Multiagente
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National
| Authors | F. Bellas, Amparo Alonso-Betanzos |
| Place | Teruel (España) |
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) |
Clasificación de firmas espectrales de trigo, Avena Sterilis, Phalaris Brachystachis, Lolium Rigidum y Polypogon Monspeliensis aplicando análisis lineal, no paramétrico y redes neuronales.
SEMh 2007, XI Congreso de la Sociedad Española de Malherbología
National
| Authors | F. López Granados, J. M. Peña Barragán, M. Jurado Expósito, M. Francisco-Fernández, R. Cao, Amparo Alonso-Betanzos, Óscar Fontenla-Romero |
| Place | Albacete (España) |
An improved version of the wrapper feature selection model based on functional decomposition. Lecture Notes in Computer Science (vol. 4669)
International Conference on Artificial Neural Networks ICANN 2007
International
| Authors | Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez |
| Place | Porto (Portugal) |
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) |
Detecting hypopneas using advanced techniques of signal processing
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
| Authors | Amparo Alonso-Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Hernandez-Pereira, Vicente Moret Bonillo |
| Place | Patras, Ellas (Grecia) |
Support vector machines for the classification of sleep apneas
ESBME 2006, 5th European Symposium on Biomedical Engineering
International
| Authors | Elena Hernandez-Pereira, Óscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Place | Patras, Ellas (Grecia) |
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) |
Entorno de juegos para el desarrollo de prácticas de Inteligencia Artificial
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National
| Authors | Juan A. Suárez Romero, Amparo Alonso-Betanzos, Marcos Villares Souto |
| 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) |
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) |
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) |
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) |
Accurate Initialization of Neural Network Weights by Backpropagation of the Desired Response
International Joint Conference on Neural Networks. IJCNN2003
International
| Authors | Amparo Alonso-Betanzos, Deniz Erdogmus, Óscar Fontenla-Romero, José C. Principe, Enrique Castillo, Robert Jenssen |
| Place | Portland, Oregon (Estados Unidos) |
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) |
Accelerating the convergence speed or neural networks learning methods using least squares
European Symposium on Artificial Neural Networks. ESANN2003
International
| Authors | José C. Principe, Óscar Fontenla-Romero, Deniz Erdogmus, Amparo Alonso-Betanzos, Enrique Castillo |
| Place | Brujas (Bélgica) |
Recursive Least Squares for an Entropy Regularized MSE Cost Function
European Symposium on Artificial Neural Networks. ESANN2003
International
| Authors | Deniz Erdogmus, Rao N. Yadunandana, José C. Principe, Óscar Fontenla-Romero, Amparo Alonso-Betanzos |
| Place | Brujas (Bélgica) |
Desarrollo de un sistema experto para predecir el peligro de los incendios forestales en Galicia y no de Castilla y León
VIII Encuentro del Grupo Especializado de termodinámica de las Reales Sociedades Españolas de Física y Química
National
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo |
| Place | España |
Local forest fire weather occurrence index for Galicia (Spain)
International Conference on Forest Fire Resarch
International
| Authors | Amparo Alonso-Betanzos, Vicente Moret Bonillo, Eulogio Jiménez Cuesta |
| Place | Coimbra (Portugal) |
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) |
Sistema experto para Galicia: predicción del peligro de incendios forestales, gestion de recursos disponibles para la extinción y recuperación de suelos quemados
VI Congreso Nacional de Medio Ambiente (CONAVA VI)
National
| Authors | Eulogio Jiménez Cuesta, Amparo Alonso-Betanzos, M. Inmaculada Paz Andrade, T. Caballas, Jose L. Legido, A. Vega, J.L. Casanova |
| Place | Madrid (España) |
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) |
A multi- resolution principal component analysis neural network for the detection of fetal heart rate patterns
European Congress on intelligent Techniques and Soft Computing/ EUFIT'99
International
| Authors | Amparo Alonso-Betanzos, 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) |
Aplicación de diferentes algoritmos polinómicos al preprocesado de imágenes radiológicas
XVI Congreso Anual de la Sociedad Española de Ingenieria Biomédica
National
| Authors | José Carlos Dafonte Vázquez, A. Castro Martínez, Bernardino Arcay Varela, Amparo Alonso-Betanzos |
| Place | Valencia (España) |
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 |
A comparative analysis of the neonatal prognosis problem using artificial neural networks, statistical techniques and certainty
Proc. International Work-Conference on Artificial and Natural Neural Networks
International
| Authors | Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río |
| 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 |
Computerized simulation of human walking on the sagittal plane
18th Ann. Int. Conference IEEE-EMBS
International
| Authors | Amparo Alonso-Betanzos, María del Carmen Santa Cruz Roldán, N. Sánchez Maroño |
| Place | Países Bajos |
A hybrid intelligent-classical approach for the segmentation of digital images of burned patients
18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
International
| Authors | Amparo Alonso-Betanzos, Bernardino Arcay Varela, D. Fernández Carreiras |
| Place | Amsterdam (Países Bajos) |
| DOI | https://doi.org/10.1109/iembs.1996.652705 |
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.