Amparo Alonso-Betanzos

	2009
50		Iago Porto-Díaz, David Martínez-Rego, Amparo Alonso-Betanzos, Oscar Fontenla-Romero: Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset. ICANN (1) 2009: 824-833
49		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez: A Wrapper Method for Feature Selection in Multiple Classes Datasets. IWANN (1) 2009: 456-463
48		Elena Hernández-Pereira, Juan A. Suárez-Romero, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: Conversion methods for symbolic features: A comparison applied to an intrusion detection problem. Expert Syst. Appl. 36(7): 10612-10617 (2009)
47		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
46		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
45		David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Method for Time Series Prediction using a Combination of Linear Models. ESANN 2008: 295-300
	2007
44		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: Feature Selection Based on Sensitivity Analysis. CAEPIA 2007: 239-248
43		Amparo Alonso-Betanzos, Noelia Sánchez-Maroño, Félix M. Carballal-Fortes, Juan A. Suárez-Romero, Beatriz Pérez-Sánchez: Classification of computer intrusions using functional networks. A comparative study. ESANN 2007: 579-584
42		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Beatriz Pérez-Sánchez: An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. ICANN (2) 2007: 240-249
41		Yuridia Gago-Pallares, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Comparative Study of Local Classifiers Based on Clustering Techniques and One-Layer Neural Networks. IDEAL 2007: 168-177
40		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán: Filter Methods for Feature Selection - A Comparative Study. IDEAL 2007: 178-187
39		Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos, Belén Baldonedo del Río, Jesús Lago Piñeiro: A Misuse Detection Agent for Intrusion Detection in a Multi-agent Architecture. KES-AMSTA 2007: 466-475
38		Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo: Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition. Neural Computation 19(1): 231-257 (2007)
	2006
37		Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: An Add-On for Managing Behaviours with Priority in JADE. IAT 2006: 713-716
36		Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique Castillo, Amparo Alonso-Betanzos: Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038
35		Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Fast Classification Algorithm Based on Local Models. IDEAL 2006: 249-256
34		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
33		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo: a new wrapper method for feature subset selection. ESANN 2005: 515-520
32		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
31		Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique Castillo, Amparo Alonso-Betanzos: Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction. ICANN (2) 2005: 949-954
30		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
29		Amparo Alonso-Betanzos, Enrique Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño: Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256
28		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
27		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
26		Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Accelerating the convergence speed of neural networks learning methods using least squares. ESANN 2003: 255-260
25		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
24		Deniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: Recursive Least Squares for an Entropy Regularized MSE Cost Function. ESANN 2003: 451-456
23		Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo: Linear Least-Squares Based Methods for Neural Networks Learning. ICANN 2003: 84-91
22		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
21		Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo: Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496
20		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
19		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
18		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
17		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
16		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)
15		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)
14		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
13		Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300
12		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. IWANN (1) 2001: 301-307
11		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
	2000
10		Amparo Alonso-Betanzos, Bernardino Arcay Varela, Alfonso Castro Martínez: Analysis and evaluation of hard and fuzzy clustering segmentation techniques in burned patient images. Image Vision Comput. 18(13): 1045-1054 (2000)
	1999
9		Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, Concepsión Seijo García, Jesús Suarez Bustillo: Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity. IWANN (2) 1999: 452-459
8		Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Vicente Moret-Bonillo, Belén Baldonedo del Río: Applying statistical, uncertainty-based and connectionist approaches to the prediction of fetal outcome: a comparative study. Artificial Intelligence in Medicine 17(1): 37-57 (1999)
	1998
7		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
6		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
5		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
4		Amparo Alonso-Betanzos, Eduardo Mosqueira-Rey, Belén Baldonedo del Río: A Comparative Analysis of the Neonatal Prognosis Problem Using Artificial Neural Networks, Statistical Techniques and Certainty Management Techniques. IWANN 1997: 995-1004
3		Vicente Moret-Bonillo, Eduardo Mosqueira-Rey, Amparo Alonso-Betanzos: Information analysis and validation of intelligent monitoring systems in intensive care units. IEEE Transactions on Information Technology in Biomedicine 1(2): 87-99 (1997)
	1995
2		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)
	1990
1		Vicente Moret-Bonillo, Amparo Alonso-Betanzos, John R. Searle: Towards the implementation of intelligent structures in intensive care monitoring: the advantages of the symbolic pre-processing. ACM Southeast Regional Conference 1990: 206

Coauthor Index

1	David Alonso-Ríos	[47]
2	Miguel Álvarez-Soane	[5] [6]
3	Jesús Suarez Bustillo	[9]
4	María Caamaño-Fernández	[36]
5	Rosa M. Calvo-Estévez	[49]
6	Juan Canda	[18]
7	Félix M. Carballal-Fortes	[43]
8	Tarsy Carballas	[20]
9	Carmen Castillo	[21] [38]
10	Enrique Castillo	[13] [14] [17] [21] [23] [26] [28] [29] [31] [33] [34] [36] [38]
11	C. Duran-Sanles	[32]
12	Deniz Erdogmus	[23] [24] [26]
13	Olga Fernández-Chaves	[5] [6] [7]
14	Oscar Fontenla-Romero	[7] [11] [12] [13] [14] [16] [17] [18] [19] [20] [22] [23] [24] [25] [26] [27] [28] [29] [30] [31] [34] [35] [41] [45] [46] [48] [50]
15	Ana del Rocío Fraga-Iglesias	[27]
16	Yuridia Gago-Pallares	[41]
17	Concepsión Seijo García	[9]
18	Olga Garcia-Dans	[11]
19	Bertha Guijarro-Berdiñas	[2] [5] [6] [7] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [22] [25] [27] [28] [30] [32] [34] [37] [46] [47]
20	Elena Hernández-Pereira	[18] [20] [48]
21	Eulogio Jimenez	[18] [20]
22	Jose Luis Legido	[18] [20]
23	S. Lopez-Gonzalez	[2]
24	Alfonso Castro Martínez	[9] [10]
25	David Martínez-Rego	[45] [50]
26	Vicente Moret-Bonillo	[1] [2] [3] [8] [27] [30]
27	Eduardo Mosqueira-Rey	[3] [4] [8] [39] [47]
28	Susana Muñiz	[18]
29	Cristina Paz-Andrade	[18]
30	Maria Inmaculada Paz-Andrade	[18] [20]
31	Beatriz Pérez-Sánchez	[42] [43] [46]
32	Jesús Lago Piñeiro	[39] [47]
33	Sabela Platero-Santos	[35]
34	Iago Porto-Díaz	[50]
35	Soledad Prados-Méndez	[5]
36	José Carlos Príncipe (José C. Príncipe, Jose C. Principe)	[7] [17] [23] [24] [26]
37	Yadunandana N. Rao	[24]
38	Belén Baldonedo del Río	[4] [8] [39]
39	Noelia Sánchez-Maroño	[11] [21] [25] [29] [31] [33] [36] [38] [40] [42] [43] [44] [49]
40	John R. Searle	[1]
41	Juan A. Suárez-Romero	[22] [32] [37] [43] [48]
42	María Tombilla-Sanromán	[40]
43	Francisco Ucieda-Pardiñas	[5] [6]
44	Bernardino Arcay Varela	[9] [10]

Colors in the list of coauthors