Ricardo J. G. B. Campello

Ricardo José Gabrielli Barreto Campello

	2013
c20		Ricardo J. G. B. Campello, Davoud Moulavi, Jörg Sander: Density-Based Clustering Based on Hierarchical Density Estimates. PAKDD (2) 2013: 160-172
	2012
j23		Danilo Horta, Ricardo J. G. B. Campello: Automatic aspect discrimination in data clustering. Pattern Recognition 45(12): 4370-4388 (2012)
j22		Ricardo J. G. B. Campello, Davoud Moulavi, Jörg Sander: A Simpler and More Accurate AUTO-HDS Framework for Clustering and Visualization of Biological Data. IEEE/ACM Trans. Comput. Biology Bioinform. 9(6): 1850-1852 (2012)
j21		Luiz F. S. Coletta, Lucas Vendramin, Eduardo R. Hruschka, Ricardo J. G. B. Campello, Witold Pedrycz: Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines. IEEE T. Fuzzy Systems 20(3): 444-462 (2012)
c19		Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello: Relative Validity Criteria for Community Mining Algorithms. ASONAM 2012: 258-265
c18		Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello: Combining Information from Distributed Evolutionary k-Means. SBRN 2012: 43-48
c17		Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa: Evaluating Correlation Coefficients for Clustering Gene Expression Profiles of Cancer. BSB 2012: 120-131
	2011
j20		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)
j19		Danilo Horta, Ivan C. de Andrade, Ricardo J. G. B. Campello: Evolutionary fuzzy clustering of relational data. Theor. Comput. Sci. 412(42): 5854-5870 (2011)
c16		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
c15		Danilo Horta, Ricardo J. G. B. Campello: Automatic aspect discrimination in relational data clustering. ISDA 2011: 522-529
	2010
j18		Danilo Horta, Ricardo J. G. B. Campello: Evolutionary clustering of relational data. Int. J. Hybrid Intell. Syst. 7(4): 261-281 (2010)
j17		Ricardo J. G. B. Campello: Generalized external indexes for comparing data partitions with overlapping categories. Pattern Recognition Letters 31(9): 966-975 (2010)
j16		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)
c14		Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello: Fuzzy Clustering-Based Filter. IPMU (1) 2010: 406-415
c13		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
	2009
j15		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)
j14		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)
j13		Alex da Rosa, Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Exact Search Directions for Optimization of Linear and Nonlinear Models Based on Generalized Orthonormal Functions. IEEE Trans. Automat. Contr. 54(12): 2757-2772 (2009)
j12		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)
c12		Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello: Comparison Among Methods for k Estimation in k-means. ISDA 2009: 1006-1013
c11		Danilo Horta, Ricardo J. G. B. Campello: Fast Evolutionary Algorithms for Relational Clustering. ISDA 2009: 1456-1462
c10		Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka: On the Comparison of Relative Clustering Validity Criteria. SDM 2009: 733-744
p2		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
	2008
c9		Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka: A Robust Methodology for Comparing Performances of Clustering Validity Criteria. SBIA 2008: 237-247
p1		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
j11		Alex da Rosa, Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Choice of free parameters in expansions of discrete-time Volterra models using Kautz functions. Automatica 43(6): 1084-1091 (2007)
j10		Ricardo J. G. B. Campello: A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment. Pattern Recognition Letters 28(7): 833-841 (2007)
c8		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
c7		Jeremias B. Machado, Wagner Caradori do Amaral, Ricardo J. G. B. Campello: Design of OBF-TS Fuzzy Models Based on Multiple Clustering Validity Criteria. ICTAI (2) 2007: 336-339
	2006
j9		Luiz Augusto da Cruz Meleiro, Ricardo José Gabrielli Barreto Campello, Rubens Maciel Filho, Wagner Caradori do Amaral: Application of Hierarchical Neural Fuzzy Models to Modeling and Control of a Bioprocess. Applied Artificial Intelligence 20(9): 797-816 (2006)
j8		Ricardo J. G. B. Campello, Wagner Caradori do Amaral, Gérard Favier: A note on the optimal expansion of Volterra models using Laguerre functions. Automatica 42(4): 689-693 (2006)
j7		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)
j6		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)
j5		Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Hierarchical fuzzy relational models: linguistic interpretation and universal approximation. IEEE T. Fuzzy Systems 14(3): 446-453 (2006)
c6		Fábio A. P. Reis, Igor C. Félix, Silvio L. Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli: A Learning Object on Computational Intelligence. ICALT 2006: 33
c5		Anderson V. Medeiros, Wagner Caradori do Amaral, Ricardo J. G. B. Campello: GA Optimization of OBF TS Fuzzy Models with Linear and Non Linear Local Models. SBRN 2006: 66-71
	2004
j4		Ricardo J. G. B. Campello, Gérard Favier, Wagner Caradori do Amaral: Optimal expansions of discrete-time Volterra models using Laguerre functions. Automatica 40(5): 815-822 (2004)
c4		Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro: Improving the Efficiency of a Clustering Genetic Algorithm. IBERAMIA 2004: 861-870
c3		Eduardo R. Hruschka, Leandro Nunes de Castro, Ricardo J. G. B. Campello: Evolutionary Algorithms for Clustering Gene-Expression Data. ICDM 2004: 403-406
	2003
j3		Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Towards true linguistic modelling through optimal numerical solutions. Int. J. Systems Science 34(2): 139-157 (2003)
	2002
c2		Luiz Augusto da Cruz Meleiro, Ricardo J. G. B. Campello, Rubens Maciel Filho, Fernando J. Von Zuben: Identification of a Multivariate Fermentation Process using Constructive Learning. SBRN 2002: 19-24
	2001
j2		Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Modeling and linguistic knowledge extraction from systems using fuzzy relational models. Fuzzy Sets and Systems 121(1): 113-126 (2001)
	2000
c1		Ricardo J. G. B. Campello, Wagner Caradori do Amaral: Optimization of Hierarchical Neural Fuzzy Models. IJCNN (5) 2000: 8-13
	1998
j1		Ricardo J. G. B. Campello, Rubén Mario Nazzetta, Wagner Caradori do Amaral: A Highly Adaptive Algorithm for Fuzzy Modelling of Systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 6(1): 35-50 (1998)

Coauthor Index

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