Bertha Guijarro-Berdiñas

	2012
41		Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral: A mixture of experts for classifying sleep apneas. Expert Syst. Appl. 39(8): 7084-7092 (2012)
	2011
40		Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez: On the Effectiveness of Distributed Learning on Different Class-Probability Distributions of Data. CAEPIA 2011: 114-123
39		Verónica Bolón-Canedo, Diego Peteiro-Barral, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Noelia Sánchez-Maroño: Scalability Analysis of ANN Training Algorithms with Feature Selection. CAEPIA 2011: 84-93
38		Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero: A distributed learning algorithm based on two-layer artificial neural networks and genetic algorithms. ESANN 2011
37		Diego Peteiro-Barral, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez: Dealing with "Very Large" Datasets - An Overview of a Promising Research Line: Distributed Learning. ICAART (1) 2011: 476-481
	2010
36		Bertha Guijarro-Berdiñas, Santiago Fernández-Lorenzo, Noelia Sánchez-Maroño, Oscar Fontenla-Romero: A Privacy-Preserving Distributed and Incremental Learning Method for Intrusion Detection. ICANN (1) 2010: 415-421
35		Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas: An incremental learning method for neural networks in adaptive environments. IJCNN 2010: 1-8
34		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos: A new convex objective function for the supervised learning of single-layer neural networks. Pattern Recognition 43(5): 1984-1992 (2010)
	2009
33		Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Diego Peteiro-Barral: Classifying Sleep Apneas Using Neural Networks and a Combination of Experts. CAEPIA 2009: 271-280
32		Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas: An Incremental Learning Method for Neural Networks Based on Sensitivity Analysis. CAEPIA 2009: 42-50
31		Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas: A Supervised Learning Method for Neural Networks Based on Sensitivity Analysis with Automatic Regularization. IWANN (1) 2009: 157-164
30		Bertha Guijarro-Berdiñas, David Martínez-Rego, Santiago Fernández-Lorenzo: Privacy-Preserving Distributed Learning Based on Genetic Algorithms and Artificial Neural Networks. IWANN (2) 2009: 195-202
29		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Silvia López-López, Santiago Fernández-Lorenzo, David Alonso-Ríos: A JADE-Based Framework for Developing Evolutionary Multi-Agent Systems. PAAMS 2009: 339-348
28		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Beatriz Pérez-Sánchez: Functional Networks. Encyclopedia of Artificial Intelligence 2009: 667-676
27		Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, David Alonso-Ríos, Jesús Lago Piñeiro: A Snort-based agent for a JADE multi-agent intrusion detection system. IJIIDS 3(1): 107-121 (2009)
	2008
26		Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos: A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. ESANN 2008: 289-294
	2007
25		Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela: A Fast Semi-linear Backpropagation Learning Algorithm. ICANN (1) 2007: 190-198
24		Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Paula Fraguela: A Linear Learning Method for Multilayer Perceptrons Using Least-Squares. IDEAL 2007: 365-374
	2006
23		Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: An Add-On for Managing Behaviours with Priority in JADE. IAT 2006: 713-716
22		Enrique Castillo, Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis. Journal of Machine Learning Research 7: 1159-1182 (2006)
	2005
21		Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, C. Duran-Sanles: A tool for agent communication in Mozart/Oz. IAT 2005: 706-710
20		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Vicente Moret-Bonillo: A new method for sleep apnea classification using wavelets and feedforward neural networks. Artificial Intelligence in Medicine 34(1): 65-76 (2005)
	2004
19		Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: A measure of fault tolerance for functional networks. Neurocomputing 62: 327-347 (2004)
	2003
18		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Ana del Rocío Fraga-Iglesias, Vicente Moret-Bonillo: A Bayesian Neural Network Approach for Sleep Apnea Classification. AIME 2003: 284-293
17		Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: Self-organizing maps and functional networks for local dynamic modeling. ESANN 2003: 39-44
16		Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. IWANN (1) 2003: 270-277
15		Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Maria Inmaculada Paz-Andrade, Eulogio Jimenez, Jose Luis Legido, Tarsy Carballas: An intelligent system for forest fire risk prediction and fire fighting management in Galicia. Expert Syst. Appl. 25(4): 545-554 (2003)
	2002
14		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: Symbolic, Neural and Neuro-fuzzy Approaches to Pattern Recognition in Cardiotocograms. Advances in Computational Intelligence and Learning 2002: 489-500
13		Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Elena Hernández-Pereira, Juan Canda, Eulogio Jimenez, Jose Luis Legido, Susana Muñiz, Cristina Paz-Andrade, Maria Inmaculada Paz-Andrade: A Neural Network Approach for Forestal Fire Risk Estimation. ECAI 2002: 643-647
12		Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas: Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. ICANN 2002: 945-950
11		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero: Intelligent analysis and pattern recognition in cardiotocographic signals using a tightly coupled hybrid system. Artif. Intell. 136(1): 1-27 (2002)
10		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: Empirical evaluation of a hybrid intelligent monitoring system using different measures of effectiveness. Artificial Intelligence in Medicine 24(1): 71-96 (2002)
9		Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Global Optimum Approach for One-Layer Neural Networks. Neural Computation 14(6): 1429-1449 (2002)
	2001
8		Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300
7		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. IWANN (1) 2001: 301-307
6		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Olga Garcia-Dans, Noelia Sánchez-Maroño: An Auto-learning System for the Classification of Fetal Heart Rate Decelerative Patterns. IWANN (2) 2001: 393-400
5		Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: Adaptive pattern recognition in the analysis of cardiotocographic records. IEEE Transactions on Neural Networks 12(5): 1188-1195 (2001)
	1998
4		Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Olga Fernández-Chaves, José Carlos Príncipe: Detection of Fetal Heart Rate Accelerations and Decelerations Using Artificial Neural Networks. NC 1998: 358-364
3		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas: A Neural Network Approach to the Classification of Decelerative Cardiotocographic Patterns in the CAFE Project. NC 1998: 827-833
	1997
2		Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos, Soledad Prados-Méndez, Olga Fernández-Chaves, Miguel Álvarez-Soane, Francisco Ucieda-Pardiñas: A Hybrid Intelligent System for the Preprocessing of Fetal Heart Rate Signals in Antenatal Testing. IWANN 1997: 628-633
	1995
1		Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas, Vicente Moret-Bonillo, S. Lopez-Gonzalez: The NST-EXPERT project: the need to evolve. Artificial Intelligence in Medicine 7(4): 297-313 (1995)

Coauthor Index

1	Amparo Alonso-Betanzos	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [26] [27] [29] [34] [39]
2	David Alonso-Ríos	[27] [29]
3	Miguel Álvarez-Soane	[2] [3]
4	Verónica Bolón-Canedo	[39]
5	Juan Canda	[13]
6	Tarsy Carballas	[15]
7	Enrique Castillo	[8] [9] [12] [19] [22]
8	C. Duran-Sanles	[21]
9	Olga Fernández-Chaves	[2] [3] [4]
10	Santiago Fernández-Lorenzo	[29] [30] [36]
11	Oscar Fontenla-Romero	[4] [5] [6] [7] [8] [9] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [22] [24] [25] [26] [28] [31] [32] [34] [35] [36] [38]
12	Ana del Rocío Fraga-Iglesias	[18]
13	Paula Fraguela	[24] [25]
14	Olga Garcia-Dans	[6]
15	Elena Hernández-Pereira	[13] [15] [33] [41]
16	Eulogio Jimenez	[13] [15]
17	Jose Luis Legido	[13] [15]
18	S. Lopez-Gonzalez	[1]
19	Silvia López-López	[29]
20	David Martínez-Rego	[30]
21	Vicente Moret-Bonillo	[1] [18] [20]
22	Eduardo Mosqueira-Rey	[27]
23	Susana Muñiz	[13]
24	Cristina Paz-Andrade	[13]
25	Maria Inmaculada Paz-Andrade	[13] [15]
26	Beatriz Pérez-Sánchez	[24] [25] [26] [28] [31] [32] [34] [35] [37] [38] [40]
27	Diego Peteiro-Barral	[33] [37] [38] [39] [40] [41]
28	Jesús Lago Piñeiro	[27]
29	Soledad Prados-Méndez	[2]
30	José Carlos Príncipe (José C. Príncipe, Jose C. Principe)	[4] [12]
31	Noelia Sánchez-Maroño	[6] [17] [36] [39]
32	Juan A. Suárez-Romero	[16] [21] [23]
33	Francisco Ucieda-Pardiñas	[2] [3]

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