Nelson F. F. Ebecken

Nelson Francisco Favilla Ebecken

	2011
59		Marcelo Beckmann, Beatriz S. L. P. de Lima, Nelson F. F. Ebecken: Genetic algorithms as a pre processing strategy for imbalanced datasets. GECCO (Companion) 2011: 131-132
58		Graziella Martins Caputo, Nelson Francisco Favilla Ebecken: Concept map construction applying natural language processing on text extracted from e-commerce web pages. NaBIC 2011: 409-414
57		Gilberto Carvalho Pereira, Nelson F. F. Ebecken: Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring. Expert Syst. Appl. 38(8): 9626-9632 (2011)
56		Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Bayesian network classifiers: Beyond classification accuracy. Intell. Data Anal. 15(3): 279-298 (2011)
55		Nelson F. F. Ebecken: A Process for Innovation in a Collaborative Network. JIKM 10(2): 183-192 (2011)
	2010
54		Douglas Adriano Augusto, Helio José Corrêa Barbosa, Nelson Francisco Favilla Ebecken: Coevolutionary multi-population genetic programming for data classification. GECCO 2010: 933-940
53		Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Evolutionary Algorithm Using Random Multi-point Crossover Operator for Learning Bayesian Network Structures. ICMLA 2010: 430-435
52		Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: A Distance-Based Mutation Operator for learning Bayesian Network structures using Evolutionary Algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8
51		Rosa Cristhyna Paes, Gutemberg Franca, Victor Daher, Angelo Sartori, Nelson F. F. Ebecken: Methodology for eddies recognition from satellite images. IGARSS 2010: 2856-2859
50		Marilia M. F. de Oliveira, Nelson F. F. Ebecken, Jorge L. F. de Oliveira, Luis Manoel Paiva Nunes: Artificial Neural Network for Predicting Extreme Sea Level Variation Associated with Severe Storms. SBRN 2010: 121-126
49		Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken: Text Classification on a Grid Environment. VECPAR 2010: 251-262
	2009
48		Cristian Klen dos Santos, Alexandre Evsukoff, Beatriz S. L. P. de Lima, Nelson F. F. Ebecken: Potential collaboration discovery using document clustering and community structure detection. CIKM-CNIKM 2009: 39-46
47		Otto M. Machado Filho, Nelson F. F. Ebecken: Visual RBF network design based on Star Coordinates. Advances in Engineering Software 40(9): 913-919 (2009)
46		Gilberto Carvalho Pereira, Nelson F. F. Ebecken: Knowledge discovering for coastal waters classification. Expert Syst. Appl. 36(4): 8604-8609 (2009)
45		Alexandre Evsukoff, Sylvie Galichet, Beatriz S. L. P. de Lima, Nelson F. F. Ebecken: Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization. Fuzzy Sets and Systems 160(7): 857-881 (2009)
44		Eduardo R. Hruschka, Antonio J. T. Garcia, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: On the influence of imputation in classification: practical issues. J. Exp. Theor. Artif. Intell. 21(1): 43-58 (2009)
	2008
43		Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken: Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. GECCO 2008: 1171-1178
42		L. A. Matsunaga, Nelson F. F. Ebecken: Term Weighting Approaches for Text Categorization Improving. ISDA (1) 2008: 409-414
41		Silvio Bortoleto, Nelson F. F. Ebecken: Ontology Model for Multi-relational Data Mining Application. ISDA (2) 2008: 460-463
40		Antonio Anddre Serpa, Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken: Text Mining Grid Services for Multiple Environments. VECPAR 2008: 576-587
39		Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken: Using Stemming Algorithms on a Grid Environment. VECPAR 2008: 588-593
38		Vincenzo de Roberto Junior, Nelson F. F. Ebecken, Elias Restum Antonio: Auxiliary tool for the identification of genetic coding sequences in eukaryotic organisms. Computational Intelligence in Medical Informatics 2008: 133-150
37		Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken: Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evolutionary Intelligence 1(2): 133-144 (2008)
36		Carlos A. Gama, Alexandre Evsukoff, P. Weber, Nelson F. F. Ebecken: Parameter Identification of Recurrent Fuzzy Systems With Fuzzy Finite-State Automata Representation. IEEE T. Fuzzy Systems 16(1): 213-224 (2008)
	2007
35		Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa: Suppression based immune mechanism to find arepresentative training set in data classification tasks. GECCO 2007: 171
34		Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa: The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. ICARIS 2007: 59-70
33		Cristina Maria Bentz, Alexandre Tadeu Politano, Nelson Francisco Favilla Ebecken: Automatic recognition of coastal and oceanic environmental events with orbital radars. IGARSS 2007: 914-916
32		Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Towards efficient variables ordering for Bayesian networks classifier. Data Knowl. Eng. 63(2): 258-269 (2007)
31		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Bayesian networks for imputation in classification problems. J. Intell. Inf. Syst. 29(3): 231-252 (2007)
	2006
30		Marta V. Modenesi, Myrian C. A. Costa, Alexandre Evsukoff, Nelson F. F. Ebecken: Parallel Fuzzy c-Means Cluster Analysis. VECPAR 2006: 52-65
29		D. M. S. Martins, Fernando Otaviano Campos, Leandro Neumann Ciuffo, Rafael Sachetto Oliveira, Ronan M. Amorim, V. F. Vieira, Nelson F. F. Ebecken, Ciro B. Barbosa, Rodrigo Weber dos Santos: A Computational Framework for Cardiac Modeling Based on Distributed Computing and Web Applications. VECPAR 2006: 544-555
28		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Thiago F. Covoes, Nelson F. F. Ebecken: Bayesian Feature Selection for Clustering Problems. JIKM 5(4): 315-327 (2006)
27		André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken: GOLS - Genetic orthogonal least squares algorithm for training RBF networks. Neurocomputing 69(16-18): 2041-2064 (2006)
26		Sebastião C. Pereira, Ulisses T. Mello, Nelson F. F. Ebecken, Rafi L. Muhanna: Uncertainty in Thermal Basin Modeling: An Interval Finite Element Approach. Reliable Computing 12(6): 451-470 (2006)
25		Carlos André R. Pinheiro, Alexandre Evsukoff, Nelson F. F. Ebecken: Revenue recovering with insolvency prevention on a Brazilian telecom operator. SIGKDD Explorations 8(1): 65-70 (2006)
	2005
24		Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter. HIS 2005: 405-410
23		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Missing Values Imputation for a Clustering Genetic Algorithm. ICNC (3) 2005: 245-254
22		Deborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken: Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest. PKDD 2005: 453-461
21		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Applying Bayesian Networks for Meteorological Data Mining. SGAI Conf. 2005: 122-133
	2004
20		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Towards Efficient Imputation by Nearest-Neighbors: A Clustering-Based Approach. Australian Conference on Artificial Intelligence 2004: 513-525
19		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Feature Selection by Bayesian Networks. Canadian Conference on AI 2004: 370-379
18		Vincenzo de Roberto Junior, Nelson F. F. Ebecken, Elias Restum Antonio: A new approach for the discovery of conserved regions in DNA sequences. Neural Networks and Computational Intelligence 2004: 84-89
17		Alexandre Evsukoff, Myrian C. A. Costa, Nelson F. F. Ebecken: Parallel Implementation of a Fuzzy Rule Based Classifier. VECPAR 2004: 184-193
	2003
16		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Values. Australian Conference on Artificial Intelligence 2003: 723-734
15		S. R. R. Costa, L. G. Neves, F. Ayres, C. E. Mendonça, R. S. N. de Bragança, F. Gandour, L. V. Ferreira, Myrian C. A. Costa, Nelson F. F. Ebecken: GridBR: The Challenge of Grid Computing. GCC (1) 2003: 601-607
14		Alexandre Evsukoff, Nelson F. F. Ebecken: Mining Fuzzy Rules for a Traffic Information System. KES 2003: 237-243
13		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: A Nearest-Neighbor Method as a Data Preparation Tool for a Clustering Genetic Algorithm. SBBD 2003: 319-327
12		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: A Feature Selection Bayesian Approach for Extracting Classification Rules with a Clustering Genetic Algorithm. Applied Artificial Intelligence 17(5-6): 489-506 (2003)
11		Eduardo R. Hruschka, Nelson F. F. Ebecken: A genetic algorithm for cluster analysis. Intell. Data Anal. 7(1): 15-25 (2003)
	2002
10		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm. HIS 2002: 453-461
9		André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken: Growing Compact RBF Networks Using a Genetic Algorithm. SBRN 2002: 61-66
8		José L. A. Rosa, Nelson F. F. Ebecken: Data Mining for Data Classification Based on the KNN-Fuzzy Method Supported by Genetic Algorithm. VECPAR 2002: 126-136
7		Carmen N. M. Paz, Luiz Fernando Martha, José L. D. Alves, Eduardo M. R. Fairbairn, Nelson F. F. Ebecken, Alvaro L. G. A. Coutinho: Parallel Implementation for Probabilistic Analysis of 3D Discrete Cracking in Concrete. VECPAR 2002: 79-93
6		Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Missing values prediction with K2. Intell. Data Anal. 6(6): 557-566 (2002)
	2001
5		Mauricio Onoda, Nelson F. F. Ebecken: Implementação em Java de um Algoritmo de Árvore de Decisão Acoplado a um SGBD Relacional. SBBD 2001: 55-64
	2000
4		Eduardo R. Hruschka, Nelson F. F. Ebecken: Applying a Clustering Genetic Algorithm for Extracting Rules from a Supervised Neural Network. IJCNN (3) 2000: 407-412
3		Eduardo R. Hruschka, Nelson F. F. Ebecken: A clustering algorithm for extracting rules from supervised neural network models in data mining tasks. Int. J. Comput. Syst. Signal 1(1): 17-29 (2000)
	1999
2		Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken: Mining a large database with a parallel database server. Intell. Data Anal. 3(6): 437-451 (1999)
	1998
1		Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken: Data-Mining: A Tightly-Coupled Implementation on a Parallel Database Server. DEXA Workshop 1998: 711-716

Coauthor Index

1	José L. D. Alves	[7]
2	Ronan M. Amorim (Ronan Mendonca Amorim)	[29]
3	Elias Restum Antonio	[18] [38]
4	Douglas Adriano Augusto	[43] [54]
5	F. Ayres	[15]
6	Ciro B. Barbosa	[29]
7	Helio J. C. Barbosa (Helio José Corrêa Barbosa)	[9] [27] [34] [35] [37] [43] [54]
8	André da Motta Salles Barreto	[9] [27]
9	Marcelo Beckmann	[59]
10	Cristina Maria Bentz	[33]
11	Silvio Bortoleto	[41]
12	R. S. N. de Bragança	[15]
13	Fernando Otaviano Campos	[29]
14	Graziella Martins Caputo	[58]
15	Deborah R. Carvalho	[22]
16	Luís Alfredo V. de Carvalho (Luís Alfredo Vidal de Carvalho)	[37]
17	Leandro Neumann Ciuffo	[29]
18	Myrian C. A. Costa	[15] [17] [30] [39] [40] [49]
19	S. R. R. Costa	[15]
20	Alvaro L. G. A. Coutinho	[7]
21	Thiago F. Covoes	[24] [28]
22	Victor Daher	[51]
23	Alexandre Evsukoff	[14] [17] [25] [30] [36] [45] [48]
24	Eduardo M. R. Fairbairn	[7]
25	L. V. Ferreira	[15]
26	Grazziela Patrocinio Figueredo	[34] [35] [37]
27	Otto M. Machado Filho	[47]
28	Gutemberg Franca	[51]
29	Alex Alves Freitas	[22]
30	Sylvie Galichet	[45]
31	Carlos A. Gama	[36]
32	F. Gandour	[15]
33	Antonio J. T. Garcia	[44]
34	Eduardo R. Hruschka	[3] [4] [10] [11] [12] [13] [16] [19] [20] [21] [23] [24] [28] [31] [44] [52] [56]
35	Estevam R. Hruschka Jr.	[6] [10] [12] [13] [16] [19] [20] [21] [23] [24] [28] [31] [32] [44] [52] [53] [56]
36	Vincenzo de Roberto Junior	[18] [38]
37	Beatriz S. L. P. de Lima	[45] [48] [59]
38	Luiz Fernando Martha	[7]
39	D. M. S. Martins	[29]
40	L. A. Matsunaga	[42]
41	Marta Mattoso (Marta L. Queiros Mattoso)	[1] [2]
42	Ulisses T. Mello	[26]
43	C. E. Mendonça	[15]
44	Marta V. Modenesi	[30]
45	Rafi L. Muhanna	[26]
46	L. G. Neves	[15]
47	Luis Manoel Paiva Nunes	[50]
48	Jorge L. F. de Oliveira	[50]
49	Marilia M. F. de Oliveira	[50]
50	Rafael Sachetto Oliveira	[29]
51	Mauricio Onoda	[5]
52	Rosa Cristhyna Paes	[51]
53	Carmen N. M. Paz	[7]
54	Gilberto Carvalho Pereira	[46] [57]
55	Sebastião C. Pereira	[26]
56	Carlos André R. Pinheiro	[25]
57	Alexandre Tadeu Politano	[33]
58	Valeriana G. Roncero	[39] [40] [49]
59	José L. A. Rosa	[8]
60	Cristian Klen dos Santos	[48]
61	Edimilson Batista dos Santos	[52] [53] [56]
62	Rodrigo Weber dos Santos	[29]
63	Angelo Sartori	[51]
64	Antonio Anddre Serpa	[40]
65	Mauro Sousa	[1] [2]
66	V. F. Vieira	[29]
67	P. Weber	[36]

Colors in the list of coauthors

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