Amparo Alonso-Betanzos

	2012
75		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Oscar Fontenla-Romero, Verónica Bolón-Canedo, Nicholas Mark Gotts, J. Gareth Polhill, T. Craig, R. García-Mira: An Agent-Based Prototype for Enhancing Sustainability Behavior at an Academic Environment. PAAMS (Special Sessions) 2012: 257-264
74		Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: An ensemble of filters and classifiers for microarray data classification. Pattern Recognition 45(1): 531-539 (2012)
	2011
73		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
72		Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Jose C. Principe: Statistical dependence measure for feature selection in microarray datasets. ESANN 2011
71		Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: On the behavior of feature selection methods dealing with noise and relevance over synthetic scenarios. IJCNN 2011: 1530-1537
70		David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: Power wind mill fault detection via one-class ν-SVM vibration signal analysis. IJCNN 2011: 511-518
69		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: Combining functional networks and sensitivity analysis as wrapper method for feature selection. Expert Syst. Appl. 38(10): 12930-12938 (2011)
68		Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset. Expert Syst. Appl. 38(5): 5947-5957 (2011)
67		David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: Efficiency of local models ensembles for time series prediction. Expert Syst. Appl. 38(6): 6884-6894 (2011)
66		Diego Álvarez-Estévez, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Vicente Moret-Bonillo: Reducing dimensionality in a database of sleep EEG arousals. Expert Syst. Appl. 38(6): 7746-7754 (2011)
65		Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero: A study of performance on microarray data sets for a classifier based on information theoretic learning. Neural Networks 24(8): 888-896 (2011)
64		David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A robust incremental learning method for non-stationary environments. Neurocomputing 74(11): 1800-1808 (2011)
	2010
63		David Martínez-Rego, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos: Fault Prognosis of Mechanical Components Using On-Line Learning Neural Networks. ICANN (1) 2010: 60-66
62		Iago Porto-Díaz, Verónica Bolón-Canedo, Amparo Alonso-Betanzos, Oscar Fontenla-Romero: Local Modeling Classifier for Microarray Gene-Expression Data. ICANN (3) 2010: 11-20
61		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Pablo Garcia-Gonzalez, Verónica Bolón-Canedo: Multiclass classifiers vs multiple binary classifiers using filters for feature selection. IJCNN 2010: 1-8
60		Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: On the effectiveness of discretization on gene selection of microarray data. IJCNN 2010: 1-8
59		Iago Porto-Díaz, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Log Analyzer Agent for Intrusion Detection in a Multi-Agent System. KES (1) 2010: 168-177
58		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
57		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
56		David Martínez-Rego, Oscar Fontenla-Romero, Iago Porto-Díaz, Amparo Alonso-Betanzos: A new supervised local modelling classifier based on information theory. IJCNN 2009: 2014-2020
55		Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: A combination of discretization and filter methods for improving classification performance in KDD Cup 99 dataset. IJCNN 2009: 359-366
54		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
53		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
52		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: Feature Selection. Encyclopedia of Artificial Intelligence 2009: 632-638
51		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)
50		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
49		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
48		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
47		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: Feature Selection Based on Sensitivity Analysis. CAEPIA 2007: 239-248
46		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
45		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
44		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
43		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, María Tombilla-Sanromán: Filter Methods for Feature Selection - A Comparative Study. IDEAL 2007: 178-187
42		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
41		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
40		Juan A. Suárez-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas: An Add-On for Managing Behaviours with Priority in JADE. IAT 2006: 713-716
39		Noelia Sánchez-Maroño, María Caamaño-Fernández, Enrique Castillo, Amparo Alonso-Betanzos: Functional Networks and Analysis of Variance for Feature Selection. IDEAL 2006: 1031-1038
38		Sabela Platero-Santos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos: A Fast Classification Algorithm Based on Local Models. IDEAL 2006: 249-256
37		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
36		Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Enrique Castillo: a new wrapper method for feature subset selection. ESANN 2005: 515-520
35		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
34		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
33		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)
32		Deniz Erdogmus, Oscar Fontenla-Romero, Jose C. Principe, Amparo Alonso-Betanzos, Enrique Castillo: Linear-least-squares initialization of multilayer perceptrons through backpropagation of the desired response. IEEE Transactions on Neural Networks 16(2): 325-337 (2005)
	2004
31		Amparo Alonso-Betanzos, Enrique Castillo, Oscar Fontenla-Romero, Noelia Sánchez-Maroño: Shear strength prediction using dimensional analysis and functional networks. ESANN 2004: 251-256
30		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
29		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
28		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
27		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
26		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
25		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
24		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
23		Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo: Recovering Missing Data with Functional and Bayesian Networks. IWANN (2) 2003: 489-496
22		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
21		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
20		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
19		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
18		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)
17		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)
16		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
15		Enrique Castillo, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Measure of Noise Immunity for Functional Networks. IWANN (1) 2001: 293-300
14		Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A Functional-Neural Network for Post-Nonlinear Independent Component Analysis. IWANN (1) 2001: 301-307
13		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
12		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)
	2000
11		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
10		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
9		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
8		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
7		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
6		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
5		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
4		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
3		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
2		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
	1989
1		Amparo Alonso-Betanzos, Lawrence D. Devoe, Ramón A. Castillo, Vicente Moret-Bonillo, Carlos Hernández-Sande, Nancy S. Searle: FOETOS in clinical practice: A retrospective analysis of its performance. Artificial Intelligence in Medicine 1(2): 93-99 (1989)

Coauthor Index

1	David Alonso-Ríos	[50] [53]
2	Diego Álvarez-Estévez	[66]
3	Miguel Álvarez-Soane	[6] [7]
4	Verónica Bolón-Canedo	[55] [60] [61] [62] [65] [68] [71] [72] [73] [74] [75]
5	Jesús Suarez Bustillo	[10]
6	María Caamaño-Fernández	[39]
7	Rosa M. Calvo-Estévez	[54]
8	Juan Canda	[20]
9	Félix M. Carballal-Fortes	[46]
10	Tarsy Carballas	[22]
11	Carmen Castillo	[23] [41]
12	Enrique Castillo	[15] [16] [19] [23] [25] [28] [30] [31] [32] [34] [36] [37] [39] [41]
13	Ramón A. Castillo	[1]
14	T. Craig	[75]
15	Lawrence D. Devoe	[1]
16	C. Duran-Sanles	[35]
17	Deniz Erdogmus	[25] [26] [28] [32]
18	Olga Fernández-Chaves	[6] [7] [8]
19	Santiago Fernández-Lorenzo	[53]
20	Oscar Fontenla-Romero	[8] [12] [13] [14] [15] [16] [18] [19] [20] [21] [22] [24] [25] [26] [27] [28] [29] [30] [31] [32] [33] [34] [37] [38] [44] [48] [49] [51] [56] [57] [58] [59] [62] [63] [64] [65] [67] [70] [75]
21	Ana del Rocío Fraga-Iglesias	[29]
22	Yuridia Gago-Pallares	[44]
23	Concepsión Seijo García	[10]
24	Olga Garcia-Dans	[13]
25	Pablo Garcia-Gonzalez	[61]
26	R. García-Mira	[75]
27	Nicholas Mark Gotts	[75]
28	Bertha Guijarro-Berdiñas	[3] [6] [7] [8] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [24] [27] [29] [30] [33] [35] [37] [40] [49] [50] [53] [58] [73]
29	Elena Hernández-Pereira	[20] [22] [51]
30	Carlos Hernández-Sande	[1]
31	Eulogio Jimenez	[20] [22]
32	Jose Luis Legido	[20] [22]
33	S. Lopez-Gonzalez	[3]
34	Silvia López-López	[53]
35	Alfonso Castro Martínez	[10] [11]
36	David Martínez-Rego	[48] [56] [57] [63] [64] [67] [70]
37	Vicente Moret-Bonillo	[1] [2] [3] [4] [9] [29] [33] [66]
38	Eduardo Mosqueira-Rey	[4] [5] [9] [42] [50]
39	Susana Muñiz	[20]
40	Cristina Paz-Andrade	[20]
41	Maria Inmaculada Paz-Andrade	[20] [22]
42	Beatriz Pérez-Sánchez	[45] [46] [49] [58] [63] [64]
43	Diego Peteiro-Barral	[73]
44	Jesús Lago Piñeiro	[42] [50]
45	Sabela Platero-Santos	[38]
46	J. Gareth Polhill (Gary Polhill)	[75]
47	Iago Porto-Díaz	[56] [57] [59] [62] [65]
48	Soledad Prados-Méndez	[6]
49	José Carlos Príncipe (José C. Príncipe, Jose C. Principe)	[8] [19] [25] [26] [28] [32] [72]
50	Yadunandana N. Rao	[26]
51	Belén Baldonedo del Río	[5] [9] [42]
52	Noelia Sánchez-Maroño	[13] [23] [27] [31] [34] [36] [39] [41] [43] [45] [46] [47] [52] [54] [55] [60] [61] [66] [68] [69] [71] [72] [73] [74] [75]
53	John R. Searle	[2]
54	Nancy S. Searle	[1]
55	Sohan Seth	[72]
56	Juan A. Suárez-Romero	[24] [35] [40] [46] [51]
57	María Tombilla-Sanromán	[43]
58	Francisco Ucieda-Pardiñas	[6] [7]
59	Bernardino Arcay Varela	[10] [11]

Colors in the list of coauthors

Last update Sat May 26 04:23:17 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page