PhD María Amparo Alonso Betanzos  

(CAT-UN)

Department Computer Science
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).
Contacto UDC directory

Teaching

Subjects taught

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

Subject and involved studies Total hours
Computational intelligence for high dimensional data
Master in Bioinformatics for Health Sciences
12
Foundations of Artificial Intelligence
Master in Bioinformatics for Health Sciences
19
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
75.5
Intelligent Systems Development
Degree in Computer Engineering
21
Subject and involved studies Total hours
Degree Thesis Project
Computer Engineering
10
Final Project. Mention in Computer Science
Degree in Computer Engineering
6.66666666666667
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
55
Intelligent Systems Development
Degree in Computer Engineering
21
Subject and involved studies Total hours
Final Project. Mention in Computer Science 2.66666666666667
Intelligent Systems 66
Intelligent Systems Development 21
Subject and involved studies Total hours
Intelligent Systems
Degree in Computer Engineering
115
Intelligent Systems Development
Degree in Computer Engineering
21
Knowledge Representation and Automatic Reasoning
Degree in Computer Engineering
14
Software Design
Degree in Computer Engineering
20
Subject and involved studies Total hours
Final Project. Mention in Computer Science
Degree in Computer Engineering
10
Intelligent Systems
Degree in Computer Engineering
76
Intelligent Systems Development
Degree in Computer Engineering
21
Knowledge Engineering
Computer Engineering
30
Knowledge Representation and Automatic Reasoning
Degree in Computer Engineering
14
Software Design
Degree in Computer Engineering
20
Subject and involved studies Total hours
Expert systems
Civil Engineering (Roads, Canals, Ports)
30
Intelligent Systems
Degree in Computer Engineering
64
Intelligent Systems Development
Degree in Computer Engineering
21
Knowledge Engineering
Computer Engineering
30
Knowledge Representation and Automatic Reasoning
Degree in Computer Engineering
26

Defined tutoring by teacher for 2015/2016 academic course.

Faculty of Computer Science

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
12:00 a 14:00
despacho 320
2nd quarter Tuesday
12:00 a 14:00
despacho 320
2nd quarter Wednesday
12:00 a 14:00
despacho 320

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Computing learning for the detection of influential genes in pathologies. Breast Cancer Application
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

Research results

Select merit type and year to query research merits.

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

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)
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)
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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Application date 25/05/2007
Approval date 25/05/2007

Distributed feature selection: An application to microarray data classification

Authors Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos
Journal Applied Soft Computing

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)

An Agent-Based Model for Simulating Environmental Behavior in an Educational Organization

Authors Noelia Sánchez Maroño, María 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)

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)

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)

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)

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, J.M. Benítez, F. Herrera
Journal INFORMATION SCIENCES Vol. 282 (pages 111 to 135)

Automatic Bearing Fault Diagnosis Based on One-Class nu-SVM

Authors David Martínez Rego, Óscar Fontenla Romero, María 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)

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. 4 Num. 8 (pages 2807 to 2816)

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)

Non linear Single Layer Neural Network training algorithm for incremental, non stationary and distributed learning scenarios

Authors David Martínez Rego, Óscar Fontenla Romero, María 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, María 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)

Efficiency of local models ensembles for time series prediction

Authors David Martínez Rego, Óscar Fontenla Romero, María 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, María 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, María 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, María Amparo Alonso Betanzos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 5 (pages 5947 to 5957)

A study of performance on microarray data sets for a classifier based on information theoretic learning

Authors Iago Porto Díaz, Verónica Bolon Canedo, María 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, María 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, Berta M. Guijarro Berdiñas, Beatriz Pérez Sánchez, María 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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, David Alonso Rios, 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 Maria Hernandez Pereira, Juan Antonio Suárez Romero, Óscar Fontenla Romero, María Amparo Alonso Betanzos
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 36 Num. 7 (pages 10612 to 10617)

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, Mario Francisco Fernández, Ricardo Cao Abad, María 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, María 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, María 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, María 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, María 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, María 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, María 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, María 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, Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, María 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, María 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, Berta M. Guijarro Berdiñas, María 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, María 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, María 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, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Journal Neurocomputing Vol. 62 (pages 327 to 347)

A Bayesian Neural Network Approach for Sleep Apnea Classification

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María 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 María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Inmaculada Paz Andrade, Eulogio Jiménez, José Luis Legido Soto, Tarsy Carballas
Journal EXPERT SYSTEMS WITH APPLICATIONS Vol. 25 Num. 4 (pages 545 to 554)

Linear Least-Squares Based Methods for Neural Networks Learning

Authors Óscar Fontenla Romero, Deniz Erdogmus, J. C. Principe, María 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, Berta M. Guijarro Berdiñas, María 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, María 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 María Amparo Alonso Betanzos, Berta M. 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 Berta M. Guijarro Berdiñas, María 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 Berta M. Guijarro Berdiñas, María 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 Berta M. Guijarro Berdiñas, María 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, María Amparo Alonso Betanzos, Berta M. 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 Berta M. Guijarro Berdiñas, María 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, Berta M. Guijarro Berdiñas, María 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, Berta M. Guijarro Berdiñas, María 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 María 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 María 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, María 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, María 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, María 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, María 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, María 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 Berta M. Guijarro Berdiñas, María 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 María 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 María 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 María Amparo Alonso Betanzos, Berta M. 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 María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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, María Amparo Alonso Betanzos, Berta M. 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 María 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 María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Vicente Moret Bonillo, S. López González
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 7 Num. 4 (pages 297 to 314)

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, María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Berta M. 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 María Amparo Alonso Betanzos, Berta M. 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, María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Berta M. Guijarro Berdiñas, Eduardo Mosqueira Rey
Publishing UDC, Coruña, A (España)
ISBN 84-95322-56-0

Fundamentos de Inteligencia Artificial

Authors Vicente Moret Bonillo, María 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, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Publishing Instituto Tecnológico de Galicia y Xunta de Galicia, (España)
ISBN 84-84973-13-7

Feature Selection

Authors Noelia Sánchez Maroño. María Amparo Alonso Betanzos
Book Encyclopedia of Artificial Intelligence
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. Berta M. Guijarro Berdiñas. María Amparo Alonso Betanzos
Book Advances in Computacional Intelligence and learning. Methods and Aplications.
Publishing: Kluwer Academic Plublishers.
ISBN: 0-7923-7645-5
Pages From 489 to 500

Medical Expert Systems

Authors Peter L.M. Kerkhof. María Amparo Alonso Betanzos. Vicente Moret Bonillo
Book Webster¿s Encyclopedia Electrical & Electronics Engineering
Publishing: John Wiley & Sons.
ISBN: 0-471-13946-7
Pages From 498 to 508

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

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, Ricardo García Mira
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, María 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, María 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, María 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, María 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, María 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, María Amparo Alonso Betanzos, Elena Maria 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, María 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, María 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, María 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, María 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, María 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, María 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, María 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, María 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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Silvia López López, Santiago Fernández Lorenzo, David Alonso Rios
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, María 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, María 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, María 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 Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, María 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
International

Authors Mario Francisco Fernández, Ricardo Cao Abad, Óscar Fontenla Romero, María 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 Rios, Ana Vazquez Garcia, Belen Baldonedo del Río, María 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 María 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, Berta M. Guijarro Berdiñas, María 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 Rios, Ana Vazquez Garcia, Belén Baldonedo del Río, María 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
International

Authors Francisco Javier Bellas Bouza, María 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
International

Authors Berta M. Guijarro Berdiñas, María 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
International

Authors F. López Granados, J. M. Peña Barragán, M. Jurado Expósito, Mario Francisco Fernández, Ricardo Cao Abad, María Amparo Alonso Betanzos, Óscar Fontenla Romero
Place Albacete (España)

Integrating a Priority-Based Scheduler of Behaviours in JADE
ESAW 2006 7th International Workshop on Engineering Societies in the Agents World WII
International

Authors Juan A. Suárez Romero, María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas
Place Dublin (Irlanda)

Detecting hypopneas using advanced techniques of signal processing
ESBME 2006, 5th European Symposium on Biomedical Engineering
International

Authors María Amparo Alonso Betanzos, Mariano Javier Cabrero Canosa, Beatriz Fernández Rey, Elena Maria Hernandez Pereira, Vicente Moret Bonillo
Place Patras, Ellas (Grecia)

Support vector machines for the classification of sleep apneas
ESBME 2006, 5th European Symposium on Biomedical Engineering
International

Authors Elena Maria Hernandez Pereira, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos, Vicente Moret Bonillo
Place Patras, Ellas (Grecia)

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, María Amparo Alonso Betanzos, Berta M. 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 Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, María 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
International

Authors Juan A. Suárez Romero, María 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
International

Authors Julián Fontela Vivanco, Óscar Fontenla Romero, María Amparo Alonso Betanzos, Berta M. 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, María 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, María Amparo Alonso Betanzos, Berta M. 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 María 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
International

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, María 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
International

Authors María Amparo Alonso Betanzos, Berta M. 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 María 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
International

Authors María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. 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, María Amparo Alonso Betanzos, Berta M. 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, María 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, María 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
International

Authors María 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 María 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
International

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

Authors Eulogio Jiménez Cuesta, María Amparo Alonso Betanzos, M. Inmaculada Paz Andrade, T. Caballas, Jose Luis Legido Soto, 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 María Amparo Alonso Betanzos, Berta M. Guijarro Berdiñas, Elena Maria Hernandez Pereira, Eulogio Jiménez Cuesta, Oscar Fontenla Romero, Juan Canda, José Luis Legido, Cristina Paz Andrade, M. Inmaculada Paz Andrade
Place Lyon (Francia)

The KNITTER System: KQML for Erlang
2001 & EASS 2001 Student Sessions in Multi-Agent Systems and Applications
International

Authors María Amparo Alonso Betanzos, Berta M. 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 María Amparo Alonso Betanzos, Berta M. 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 María 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 María Amparo Alonso Betanzos, Óscar Fontenla Romero, Berta M. 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 Berta M. Guijarro Berdiñas, María 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
International

Authors José Carlos Dafonte Vázquez, A. Castro Martínez, Bernardino Arcay Varela, María 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 Berta M. Guijarro Berdiñas, María 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 María 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 María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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 María 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 María Amparo Alonso Betanzos, Bernardino Arcay Varela, D. Fernández Carreiras
Place Amsterdam (Países Bajos)

Un sistema inteligente para la monitorización de apneas en sueño
V Reunión Científica de la Asociación Ibérica de Patología del Sueño
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. Guijarro Berdiñas, Mariano Javier Cabrero Canosa
Place España

A methodology for the intelligent monitoring of apneas during sleep
BIOENGY96
International

Authors María Amparo Alonso Betanzos, Vicente Moret Bonillo, Berta M. 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 María Amparo Alonso Betanzos, Berta M. 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 Berta M. Guijarro Berdiñas, María Amparo Alonso Betanzos
Place España

Positions

Academic or management positions held by teacher.

Comisión Académica Programa Oficial de Doctorado en Computación

Vocal PDI

From 11/10/2013.

Coordinadores/as Másteres Facultad de Informática

Bioinformática para Ciencias de la Salud
Coordinador/a Master

From 19/05/2016 to 30/05/2017.

Computación

Director/a

From 01/10/2007 to 19/11/2009.

Facultad de Informática

Vicedecano/a