PhD Beatriz Pérez Sánchez  

(PC-DR)

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
Business Practice 4
Computational intelligence for bioinformatics 15
Final Project. Mention in Computer Science 2.66666666666667
Programming II 106
Software Design 94
Subject and involved studies Total hours
Programming II
Degree in Computer Engineering
51
Software Design
Degree in Computer Engineering
132
Subject and involved studies Total hours
Computational intelligence for bioinformatics
Master in Bioinformatics for Health Sciences
15
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
69
Software Design
Degree in Computer Engineering
70
Subject and involved studies Total hours
Intelligent Systems Development
Degree in Computer Engineering
14
Programming II
Degree in Computer Engineering
71
Software Design
Degree in Computer Engineering
70
Subject and involved studies Total hours
Human Machine Interfaces
Degree in Computer Engineering
61
Programming II
Degree in Computer Engineering
105
Software Design
Degree in Computer Engineering
40
Subject and involved studies Total hours
Human Machine Interfaces
Degree in Computer Engineering
70
Knowledge Engineering
Computer Engineering
12
Programming II
Degree in Computer Engineering
106
Software Design
Degree in Computer Engineering
30

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
12:45 a 14:45
Lugar: Despacho 3.06. Edificio Área Científica, Ext.: 6072
1st quarter Tuesday
12:00 a 14:00
Lugar: Despacho 3.06. Edificio Área Científica, Ext.: 6072
2nd quarter Monday
12:00 a 14:00
Lugar: Despacho 3.06. Edificio Área Científica, Ext.: 6072
2nd quarter Tuesday
12:00 a 14:00
Lugar: Despacho 3.06. Edificio Área Científica, Ext.: 6072
2nd quarter Thursday
16:30 a 18:30
Lugar: Despacho 3.06. Edificio Área Científica, Ext.: 6072

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

New distributed and non iterative training method for anomaly detection through artificial neural networks.

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

Adaptive Inverse Control Using an Online Learning Algorithm for Neural Networks

Authors José Luis Calvo-Rolle, Óscar Fontenla Romero, Beatriz Pérez Sánchez, Berta M. Guijarro Berdiñas
Journal INFORMATICA Vol. 25 Num. 3 (pages 401 to 414)

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)

On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data

Authors Diego Peteiro Barral, Berta M. Guijarro Berdiñas, Beatriz Pérez Sánchez
Journal Lecture Notes in Computer Science Vol. 7023 (pages 114 to 123)

A New Convex Objective Function for the Supervised Learning of Single-Layer Neural Networks

Authors Óscar Fontenla Romero, Berta M. Guijarro Berdiñas, Beatriz Pérez Sánchez, María Amparo Alonso Betanzos
Journal PATTERN RECOGNITION Vol. 43 Num. 5 (pages 1984 to 1992)

A Fast Semi-Linear Backpropagation Learning Algorithm

Authors Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, Paula Fraguela Vidal
Journal Lecture Notes in Computer Science Vol. 4668 Num. 1 (pages 190 to 198)

A Linear Learning method for Multilayer Perceptrons using Least-Squares

Authors Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, Paula Fraguela Vidal
Journal Lecture Notes in Computer Science Vol. 4881 (pages 365 to 374)

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)

Functional Networks: A Review

Authors Óscar Fontenla Romero. Berta M. Guijarro Berdiñas. Beatriz Pérez Sánchez
Book Encyclopedia of Artificial Intelligence
Vol. - Publishing: IGI Global.
ISBN: 978-1-59904-849-9
Pages From 667 to 676

An Incremental Learning Method for Neural Networks in Adaptive Environments
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International

Authors Beatriz Pérez Sánchez, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas
Place Barcelona (España)

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)

A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis
10th International Work-Conference on Artificial Neural Networks (IWANN2009)
International

Authors Beatriz Pérez Sánchez, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas
Place Salamanca (España)

An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Authors Beatriz Pérez Sánchez, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas
Place Sevilla (España)

A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis.
ESANN 2008, 16th European Symposium on Artificial Neural Network. Advances in Computational Intelligence and Learning.
International

Authors Berta M. Guijarro Berdiñas, Óscar Fontenla Romero, Beatriz Pérez Sánchez, María Amparo Alonso Betanzos
Place Bruxas (Países Bajos)

Optimización del proceso de aprendizaje en Redes de Neuronas Artificiales
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Authors Beatriz Pérez Sánchez, Óscar Fontenla Romero, Berta M. Guijarro Berdiñas
Place Salamanca (España)

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)

A Novel Local Classification Method using Growing Neural Gas and Proximal Support Vector Machines
IJCNN 2007, International Joint Conference on Neural Networks
International

Authors Rubén M. Rodríguez Pena, Beatriz Pérez Sánchez, Óscar Fontenla Romero
Place Orlando (Estados Unidos)

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)

Positions

Academic or management positions held by teacher.

Comisión Académica de la Facultad de Informática

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