Eduardo R. Hruschka

	2012
52		Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh: A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles CoRR abs/1204.4521: (2012)
	2011
51		Lucas Vendramin, Ricardo José Gabrielli Barreto Campello, Luiz F. S. Coletta, Eduardo R. Hruschka: Distributed Fuzzy Clustering with Automatic Detection of the Number of Clusters. DCAI 2011: 133-140
50		Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh, Sreangsu Acharyya: C 3E: A Framework for Combining Ensembles of Classifiers and Clusterers. MCS 2011: 269-278
49		Ayan Acharya, Eduardo R. Hruschka, Joydeep Ghosh: A Privacy-Aware Bayesian Approach for Combining Classifier and Cluster Ensembles. SocialCom/PASSAT 2011: 1169-1172
48		Murilo Coelho Naldi, Ricardo J. G. B. Campello, Eduardo R. Hruschka, André C. P. L. F. Carvalho: Efficiency issues of evolutionary k-means. Appl. Soft Comput. 11(2): 1938-1952 (2011)
47		Thiago F. Covoes, Eduardo R. Hruschka: Towards improving cluster-based feature selection with a simplified silhouette filter. Inf. Sci. 181(18): 3766-3782 (2011)
46		Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares: Selection of algorithms to solve traveling salesman problems using meta-learning. Int. J. Hybrid Intell. Syst. 8(3): 117-128 (2011)
45		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)
	2010
44		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
43		Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello: Fuzzy Clustering-Based Filter. IPMU (1) 2010: 406-415
42		Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka: A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination. SBRN 2010: 13-18
41		Jorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares: Using Meta-learning to Classify Traveling Salesman Problems. SBRN 2010: 73-78
40		Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka: Relative clustering validity criteria: A comparative overview. Statistical Analysis and Data Mining 3(4): 209-235 (2010)
	2009
39		Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos: A Cluster-Based Feature Selection Approach. HAIS 2009: 169-176
38		Jonathan de Andrade Silva, Eduardo R. Hruschka: An Evolutionary Algorithm for Missing Values Substitution in Classification Tasks. HAIS 2009: 195-202
37		Jonathan de Andrade Silva, Eduardo R. Hruschka: EACImpute: An Evolutionary Algorithm for Clustering-Based Imputation. ISDA 2009: 1400-1406
36		Thiago F. Covoes, Eduardo R. Hruschka: An Experimental Study on Unsupervised Clustering-Based Feature Selection Methods. ISDA 2009: 993-1000
35		Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka: On the Comparison of Relative Clustering Validity Criteria. SDM 2009: 733-744
34		Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce Leon Ferreira de Carvalho: Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues. Foundations of Computational Intelligence (4) 2009: 167-195
33		Eduardo R. Hruschka, Ricardo José Gabrielli Barreto Campello, Alex Alves Freitas, André Carlos Ponce Leon Ferreira de Carvalho: A Survey of Evolutionary Algorithms for Clustering. IEEE Transactions on Systems, Man, and Cybernetics, Part C 39(2): 133-155 (2009)
32		Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka: On comparing two sequences of numbers and its applications to clustering analysis. Inf. Sci. 179(8): 1025-1039 (2009)
31		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)
30		Ricardo J. G. B. Campello, Eduardo R. Hruschka, Vinicius S. Alves: On the efficiency of evolutionary fuzzy clustering. J. Heuristics 15(1): 43-75 (2009)
	2008
29		Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka: A Robust Methodology for Comparing Performances of Clustering Validity Criteria. SBIA 2008: 237-247
28		Murilo Coelho Naldi, André Carlos Ponce Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka: Genetic Clustering for Data Mining. Soft Computing for Knowledge Discovery and Data Mining 2008: 113-132
	2007
27		Vinicius S. Alves, Ricardo J. G. B. Campello, Eduardo R. Hruschka: A Fuzzy Variant of an Evolutionary Algorithm for Clustering. FUZZ-IEEE 2007: 1-6
26		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)
25		Hermes Senger, Eduardo R. Hruschka, Fabrício Alves Barbosa da Silva, Liria Matsumoto Sato, Calebe De Paula Bianchini, Bruno F. Jerosch: Exploiting idle cycles to execute data mining applications on clusters of PCs. Journal of Systems and Software 80(5): 778-790 (2007)
	2006
24		Ricardo J. G. B. Campello, Eduardo R. Hruschka: A fuzzy extension of the silhouette width criterion for cluster analysis. Fuzzy Sets and Systems 157(21): 2858-2875 (2006)
23		Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro: Evolving clusters in gene-expression data. Inf. Sci. 176(13): 1898-1927 (2006)
22		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)
	2005
21		Eduardo R. Hruschka, Thiago F. Covoes: Feature Selection for Cluster Analysis: an Approach Based on the Simplified Silhouette Criterion. CIMCA/IAWTIC 2005: 32-38
20		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
19		Antonio J. T. Garcia, Eduardo R. Hruschka: Naive Bayes as an Imputation Tool for Classification Problems. HIS 2005: 497-499
18		Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken: Missing Values Imputation for a Clustering Genetic Algorithm. ICNC (3) 2005: 245-254
17		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Applying Bayesian Networks for Meteorological Data Mining. SGAI Conf. 2005: 122-133
16		André L. Vizine, Leandro Nunes de Castro, Eduardo R. Hruschka, Ricardo R. Gudwin: Towards Improving Clustering Ants: An Adaptive Ant Clustering Algorithm. Informatica (Slovenia) 29(2): 143-154 (2005)
	2004
15		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
14		Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken: Feature Selection by Bayesian Networks. Canadian Conference on AI 2004: 370-379
13		Fabrício Alves Barbosa da Silva, Sílvia Carvalho, Eduardo R. Hruschka: A Scheduling Algorithm for Running Bag-of-Tasks Data Mining Applications on the Grid. Euro-Par 2004: 254-262
12		Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro: Improving the Efficiency of a Clustering Genetic Algorithm. IBERAMIA 2004: 861-870
11		Fabrício Alves Barbosa da Silva, Sílvia Carvalho, Hermes Senger, Eduardo R. Hruschka, Cléver Ricardo Guareis de Farias: Running Data Mining Applications on the Grid: A Bag-of-Tasks Approach. ICCSA (2) 2004: 168-177
10		Eduardo R. Hruschka, Leandro Nunes de Castro, Ricardo J. G. B. Campello: Evolutionary Algorithms for Clustering Gene-Expression Data. ICDM 2004: 403-406
9		Vahid Sherafat, Leandro Nunes de Castro, Eduardo R. Hruschka: TermitAnt: An Ant Clustering Algorithm Improved by Ideas from Termite Colonies. ICONIP 2004: 1088-1093
8		Hermes Senger, Eduardo R. Hruschka, Fabrício Alves Barbosa da Silva, Liria Matsumoto Sato, Calebe De Paula Bianchini, Marcelo D. Esperidiãao: Inhambu: Data Mining Using Idle Cycles in Clusters of PCs. NPC 2004: 213-220
	2003
7		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
6		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
5		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)
4		Eduardo R. Hruschka, Nelson F. F. Ebecken: A genetic algorithm for cluster analysis. Intell. Data Anal. 7(1): 15-25 (2003)
	2002
3		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
	2000
2		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
1		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)

Coauthor Index

1	Ayan Acharya	[49] [50] [52]
2	Sreangsu Acharyya	[50]
3	Vinicius S. Alves	[27] [30]
4	Calebe De Paula Bianchini	[8] [25]
5	Ricardo J. G. B. Campello (Ricardo José Gabrielli Barreto Campello)	[10] [12] [23] [24] [27] [28] [29] [30] [32] [33] [34] [35] [40] [42] [43] [48] [51]
6	André Carlos Ponce Leon Ferreira de Carvalho (André Carlos Ponce de Leon Ferreira de Carvalho, André C. P. L. F. Carvalho)	[28] [33] [34] [41] [46] [48]
7	Sílvia Carvalho	[11] [13]
8	Leandro Nunes de Castro	[9] [10] [12] [16] [23] [39]
9	Luiz F. S. Coletta	[43] [51]
10	Thiago F. Covoes	[20] [21] [22] [36] [39] [42] [43] [47]
11	Nelson F. F. Ebecken (Nelson Francisco Favilla Ebecken)	[1] [2] [3] [4] [5] [6] [7] [14] [15] [17] [18] [20] [22] [26] [31] [44] [45]
12	Marcelo D. Esperidiãao	[8]
13	Cléver Ricardo Guareis de Farias	[11]
14	Alex Alves Freitas	[33]
15	Antonio J. T. Garcia	[19] [31]
16	Joydeep Ghosh	[49] [50] [52]
17	Ricardo R. Gudwin	[16]
18	Danilo Horta	[34]
19	Estevam R. Hruschka Jr.	[3] [5] [6] [7] [14] [15] [17] [18] [20] [22] [26] [31] [44] [45]
20	Pablo A. Jaskowiak	[42]
21	Bruno F. Jerosch	[25]
22	Jorge Kanda	[41] [46]
23	Murilo Coelho Naldi	[28] [34] [48]
24	Átila M. Santos	[39]
25	Edimilson Batista dos Santos	[44] [45]
26	Liria Matsumoto Sato	[8] [25]
27	Hermes Senger	[8] [11] [25]
28	Vahid Sherafat	[9]
29	Fabrício Alves Barbosa da Silva	[8] [11] [13] [25]
30	Jonathan de Andrade Silva	[37] [38]
31	Carlos Soares	[41] [46]
32	Lucas Vendramin	[29] [35] [40] [51]
33	André L. Vizine	[16]

Colors in the list of coauthors

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