Ricardo J. G. B. Campello

125 papers A* 5A 4B 22C 4Misc 3Journal 69Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Bayesian framework for robust local intrinsic dimensionality estimation. Inf. Syst. Zaher Joukhadar, Hanxun Huang, Sarah Monazam Erfani, Ricardo J. G. B. Campello, Michael E. Houle, James Bailey
2026	J	`jnl`	Benchmarking of Clustering Validity Measures Revisited. Stat. Anal. Data Min. Connor Simpson, Ricardo J. G. B. Campello, Elizabeth Stojanovski
2026	J	`jnl`	CROCS: A Two-Stage Clustering Framework for Behaviour-Centric Consumer Segmentation with Smart Meter Data. CoRR Luke W. Yerbury, Ricardo J. G. B. Campello, Glen C. Livingston Jr, Mark Goldsworthy, Lachlan O'Neil
2026	J	`jnl`	Instance space of clustering validation measures. Data Min. Knowl. Discov. Connor Simpson, Mario Andrés Muñoz, Ricardo J. G. B. Campello
2026	J	`jnl`	On the Use of Bagging for Local Intrinsic Dimensionality Estimation. CoRR Kristóf Péter, Ricardo J. G. B. Campello, James Bailey, Michael E. Houle
2025	J	`jnl`	Bayesian label distribution propagation: A semi-supervised probabilistic k nearest neighbor classifier. Inf. Syst. Jonatan M. N. Gøttcke, Arthur Zimek, Ricardo J. G. B. Campello
2025	J	`jnl`	Benchmarking of Clustering Validity Measures Revisited. CoRR Connor Simpson, Ricardo J. G. B. Campello, Elizabeth Stojanovski
2025	J	`jnl`	ISA Mach. Learn. Connor Simpson, Mario Andrés Muñoz, Sevvandi Kandanaarachchi, Ricardo J. G. B. Campello
2025	B	`conf`	Intrinsic Dimension, Degrees of Freedom, Odds and Uniformity: A Unified Perspective. SISAP James Bailey, Ricardo J. G. B. Campello, Michael E. Houle
2025	J	`jnl`	On the Use of Relative Validity Indices for Comparing Clustering Approaches. ACM Trans. Knowl. Discov. Data Luke W. Yerbury, Ricardo J. G. B. Campello, Glen C. Livingston Jr, Mark Goldsworthy, Lachlan O'Neil
2024	B	`conf`	Bayesian Estimation Approaches for Local Intrinsic Dimensionality. SISAP Zaher Joukhadar, Hanxun Huang, Sarah Monazam Erfani, Ricardo J. G. B. Campello, Michael E. Houle, James Bailey
2024	A	`conf`	Dimensionality-Aware Outlier Detection. SDM Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024	J	`jnl`	Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysis. CoRR Alastair Anderberg, James Bailey, Ricardo J. G. B. Campello, Michael E. Houle, Henrique O. Marques, Milos Radovanovic, Arthur Zimek
2024	J	`jnl`	Evaluating outlier probabilities: assessing sharpness, refinement, and calibration using stratified and weighted measures. Data Min. Knowl. Discov. Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek
2024	A*	`conf`	LDReg: Local Dimensionality Regularized Self-Supervised Learning. ICLR Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
2024	J	`jnl`	LDReg: Local Dimensionality Regularized Self-Supervised Learning. CoRR Hanxun Huang, Ricardo J. G. B. Campello, Sarah Monazam Erfani, Xingjun Ma, Michael E. Houle, James Bailey
2024	J	`jnl`	Multi-attribute, graph-based approach for duplicate cattle removal and counting in large pasture areas from multiple aerial images. Comput. Electron. Agric. Victor Hugo Andrade Soares, Moacir A. Ponti, Ricardo J. G. B. Campello
2024	J	`jnl`	On the Use of Relative Validity Indices for Comparing Clustering Approaches. CoRR Luke W. Yerbury, Ricardo J. G. B. Campello, Glen C. Livingston Jr, Mark Goldsworthy, Lachlan O'Neil
2024	J	`jnl`	Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version). CoRR Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf
2024	B	`conf`	Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. SISAP Philipp Röchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf
2023	J	`jnl`	On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles. Data Min. Knowl. Discov. Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
2022	A*	`conf`	CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods. ICDE Antônio Cavalcante Araújo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander
2022	B	`conf`	Similarity-Based Unsupervised Evaluation of Outlier Detection. SISAP Henrique O. Marques, Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
2022	J	`jnl`	The area under the ROC curve as a measure of clustering quality. Data Min. Knowl. Discov. Pablo A. Jaskowiak, Ivan G. Costa, Ricardo J. G. B. Campello
2021	J	`jnl`	Cattle counting in the wild with geolocated aerial images in large pasture areas. Comput. Electron. Agric. Victor Hugo Andrade Soares, Moacir A. Ponti, R. A. Gonçalves, Ricardo J. G. B. Campello
2021	J	`jnl`	Efficient Computation and Visualization of Multiple Density-Based Clustering Hierarchies. IEEE Trans. Knowl. Data Eng. Antônio Cavalcante Araújo Neto, Jörg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento
2021	J	`jnl`	Hierarchical Density-Based Clustering Using MapReduce. IEEE Trans. Big Data Joelson Antônio dos Santos, Syed Talat Iqbal, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Joerg Sander
2021	B	`conf`	Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation. SISAP Jonatan Møller Nuutinen Gøttcke, Arthur Zimek, Ricardo J. G. B. Campello
2020	J	`jnl`	Correction to: A unified view of density-based methods for semi-supervised clustering and classification. Data Min. Knowl. Discov. Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
2020	J	`jnl`	Density-based clustering. WIREs Data Mining Knowl. Discov. Ricardo J. G. B. Campello, Peer Kröger, Jörg Sander, Arthur Zimek
2020	J	`jnl`	Internal Evaluation of Unsupervised Outlier Detection. ACM Trans. Knowl. Discov. Data Henrique O. Marques, Ricardo J. G. B. Campello, Jörg Sander, Arthur Zimek
2020	—	`conf`	Model-Based Clustering with HDBSCAN. ECML/PKDD (2) Michael Strobl, Jörg Sander, Ricardo J. G. B. Campello, Osmar R. Zaïane
2020	J	`jnl`	Pre-processing approaches for collaborative filtering based on hierarchical clustering. Inf. Sci. Fernando Soares de Aguiar Neto, Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
2019	J	`jnl`	A unified view of density-based methods for semi-supervised clustering and classification. Data Min. Knowl. Discov. Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
2019	J	`jnl`	Boosting collaborative filtering with an ensemble of co-trained recommenders. Expert Syst. Appl. Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
2019	J	`jnl`	Combining semantic and term frequency similarities for text clustering. Knowl. Inf. Syst. Victor Hugo Andrade Soares, Ricardo J. G. B. Campello, Seyednaser Nourashrafeddin, Evangelos E. Milios, Murilo Coelho Naldi
2019	—	`conf`	Evaluation of Unsupervised Learning Results: Making the Seemingly Impossible Possible. EDML@SDM Ricardo J. G. B. Campello
2018	Misc	`conf`	A Modularity-Based Measure for Cluster Selection from Clustering Hierarchies. AusDM Francisco de Assis Rodrigues dos Anjos, Jadson Castro Gertrudes, Jörg Sander, Ricardo J. G. B. Campello
2018	B	`conf`	A unified framework of density-based clustering for semi-supervised classification. SSDBM Jadson Castro Gertrudes, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello
2018	A	`conf`	Case recommender: a flexible and extensible python framework for recommender systems. RecSys Arthur F. Da Costa, Eduardo P. Fressato, Fernando Soares de Aguiar Neto, Marcelo G. Manzato, Ricardo J. G. B. Campello
2018	Misc	`conf`	CoRec: a co-training approach for recommender systems. SAC Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
2018	J	`jnl`	MustaCHE: A Multiple Clustering Hierarchies Explorer. Proc. VLDB Endow. Antônio C. Araújo Neto, Mario A. Nascimento, Jörg Sander, Ricardo J. G. B. Campello
2018	—	`ch.`	Relative Validity Criteria for Community Mining Algorithms. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello
2017	J	`jnl`	A systematic comparative evaluation of biclustering techniques. BMC Bioinform. Victor Alexandre Padilha, Ricardo J. G. B. Campello
2017	A*	`conf`	Efficient Computation of Multiple Density-Based Clustering Hierarchies. ICDM Antônio Cavalcante Araújo Neto, Jörg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento
2017	J	`jnl`	Efficient Computation of Multiple Density-Based Clustering Hierarchies. CoRR Antônio Cavalcante Araújo Neto, Jörg Sander, Ricardo J. G. B. Campello, Mario A. Nascimento
2017	J	`jnl`	Ensemble Clustering Approaches Applied in Group-based Collaborative Filtering Supported by Multiple Users' Feedback. J. Inf. Data Manag. Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
2017	J	`jnl`	Improving k-means through distributed scalable metaheuristics. Neurocomputing Gilberto V. Oliveira, Felipe P. Coutinho, Ricardo J. G. B. Campello, Murilo Coelho Naldi
2016	B	`conf`	Active Semi-Supervised Classification Based on Multiple Clustering Hierarchies. DSAA Antonio J. L. Batista, Ricardo J. G. B. Campello, Jörg Sander
2016	Misc	`conf`	Exploiting different users' interactions for profiles enrichment in recommender systems. SAC Arthur F. Da Costa, Rafael D. Martins, Marcelo G. Manzato, Ricardo J. G. B. Campello
2016	—	`conf`	Group-based Collaborative Filtering Supported by Multiple Users' Feedback to Improve Personalized Ranking. WebMedia Arthur F. Da Costa, Marcelo G. Manzato, Ricardo J. G. B. Campello
2016	J	`jnl`	On strategies for building effective ensembles of relative clustering validity criteria. Knowl. Inf. Syst. Pablo A. Jaskowiak, Davoud Moulavi, Antonio C. S. Furtado, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
2016	B	`conf`	On the Evaluation of Outlier Detection and One-Class Classification Methods. DSAA Lorne Swersky, Henrique O. Marques, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
2016	J	`jnl`	On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study. Data Min. Knowl. Discov. Guilherme Oliveira Campos, Arthur Zimek, Jörg Sander, Ricardo J. G. B. Campello, Barbora Micenková, Erich Schubert, Ira Assent, Michael E. Houle
2015	—	`conf`	A Cluster Based Hybrid Feature Selection Approach. BRACIS Pablo A. Jaskowiak, Ricardo J. G. B. Campello
2015	J	`jnl`	Asymmetric Volterra Models Based on Ladder-Structured Generalized Orthonormal Basis Functions. IEEE Trans. Autom. Control. Jeremias B. Machado, Ricardo J. G. B. Campello, Wagner C. Amaral
2015	J	`jnl`	Comparing hard and overlapping clusterings. J. Mach. Learn. Res. Danilo Horta, Ricardo J. G. B. Campello
2015	J	`jnl`	Comparison of distributed evolutionary k-means clustering algorithms. Neurocomputing Murilo Coelho Naldi, Ricardo J. G. B. Campello
2015	J	`jnl`	Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection. ACM Trans. Knowl. Discov. Data Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander
2015	B	`conf`	On the internal evaluation of unsupervised outlier detection. SSDBM Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
2014	—	`conf`	Active Learning Strategies for Semi-Supervised DBSCAN. Canadian AI Jundong Li, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
2014	B	`conf`	Data perturbation for outlier detection ensembles. SSDBM Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
2014	A	`conf`	Density-Based Clustering Validation. SDM Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander
2014	B	`conf`	Model Selection for Semi-Supervised Clustering. EDBT Mojgan Pourrajabi, Davoud Moulavi, Ricardo J. G. B. Campello, Arthur Zimek, Jörg Sander, Randy Goebel
2014	J	`jnl`	On the selection of appropriate distances for gene expression data clustering. BMC Bioinform. Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
2014	—	`ch.`	Relative Validity Criteria for Community Mining Algorithms. Encyclopedia of Social Network Analysis and Mining Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello
2014	J	`jnl`	Similarity Measures for Comparing Biclusterings. IEEE ACM Trans. Comput. Biol. Bioinform. Danilo Horta, Ricardo J. G. B. Campello
2013	J	`jnl`	A framework for semi-supervised and unsupervised optimal extraction of clusters from hierarchies. Data Min. Knowl. Discov. Ricardo J. G. B. Campello, Davoud Moulavi, Arthur Zimek, Jörg Sander
2013	J	`jnl`	Cluster ensemble selection based on relative validity indexes. Data Min. Knowl. Discov. Murilo Coelho Naldi, André C. P. L. F. de Carvalho, Ricardo J. G. B. Campello
2013	J	`jnl`	Communities validity: methodical evaluation of community mining algorithms. Soc. Netw. Anal. Min. Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello
2013	—	`conf`	Density-Based Clustering Based on Hierarchical Density Estimates. PAKDD (2) Ricardo J. G. B. Campello, Davoud Moulavi, Jörg Sander
2013	J	`jnl`	Ensembles for unsupervised outlier detection: challenges and research questions a position paper. SIGKDD Explor. Arthur Zimek, Ricardo J. G. B. Campello, Jörg Sander
2013	B	`conf`	On the combination of relative clustering validity criteria. SSDBM Lucas Vendramin, Pablo A. Jaskowiak, Ricardo J. G. B. Campello
2013	J	`jnl`	Proximity Measures for Clustering Gene Expression Microarray Data: A Validation Methodology and a Comparative Analysis. IEEE ACM Trans. Comput. Biol. Bioinform. Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
2013	A*	`conf`	Subsampling for efficient and effective unsupervised outlier detection ensembles. KDD Arthur Zimek, Matthew Gaudet, Ricardo J. G. B. Campello, Jörg Sander
2013	J	`jnl`	Takagi-Sugeno Fuzzy Models in the Framework of Orthonormal Basis Functions. IEEE Trans. Cybern. Jeremias B. Machado, Ricardo J. G. B. Campello, Wagner Caradori do Amaral
2012	J	`jnl`	A Simpler and More Accurate AUTO-HDS Framework for Clustering and Visualization of Biological Data. IEEE ACM Trans. Comput. Biol. Bioinform. Ricardo J. G. B. Campello, Davoud Moulavi, Jörg Sander
2012	J	`jnl`	An introduction to models based on Laguerre, Kautz and other related orthonormal functions - Part II: non-linear models. Int. J. Model. Identif. Control. Gustavo Henrique Costa Oliveira, Alex da Rosa, Ricardo J. G. B. Campello, Jeremias B. Machado, Wagner C. Amaral
2012	J	`jnl`	Automatic aspect discrimination in data clustering. Pattern Recognit. Danilo Horta, Ricardo J. G. B. Campello
2012	J	`jnl`	Collaborative Fuzzy Clustering Algorithms: Some Refinements and Design Guidelines. IEEE Trans. Fuzzy Syst. Luiz F. S. Coletta, Lucas Vendramin, Eduardo R. Hruschka, Ricardo J. G. B. Campello, Witold Pedrycz
2012	—	`conf`	Evaluating Correlation Coefficients for Clustering Gene Expression Profiles of Cancer. BSB Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Ivan G. Costa
2012	B	`conf`	Relative Validity Criteria for Community Mining Algorithms. ASONAM Reihaneh Rabbany, Mansoureh Takaffoli, Justin Fagnan, Osmar R. Zaïane, Ricardo J. G. B. Campello
2011	J	`jnl`	An introduction to models based on Laguerre, Kautz and other related orthonormal functions - part I: linear and uncertain models. Int. J. Model. Identif. Control. Gustavo Henrique Costa Oliveira, Alex da Rosa, Ricardo J. G. B. Campello, Jeremias B. Machado, Wagner C. Amaral
2011	C	`conf`	Automatic aspect discrimination in relational data clustering. ISDA Danilo Horta, Ricardo J. G. B. Campello
2011	J	`jnl`	Efficiency issues of evolutionary k-means. Appl. Soft Comput. Murilo Coelho Naldi, Ricardo J. G. B. Campello, Eduardo R. Hruschka, André C. P. L. F. de Carvalho
2011	J	`jnl`	Evolutionary fuzzy clustering of relational data. Theor. Comput. Sci. Danilo Horta, Ivan C. de Andrade, Ricardo J. G. B. Campello
2010	—	`conf`	A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination. SBRN Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka
2010	J	`jnl`	Evolutionary clustering of relational data. Int. J. Hybrid Intell. Syst. Danilo Horta, Ricardo J. G. B. Campello
2010	—	`conf`	Fuzzy Clustering-Based Filter. IPMU (1) Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello
2010	J	`jnl`	Generalized external indexes for comparing data partitions with overlapping categories. Pattern Recognit. Lett. Ricardo J. G. B. Campello
2010	J	`jnl`	Relative clustering validity criteria: A comparative overview. Stat. Anal. Data Min. Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka
2010	C	`conf`	Robust expansion of uncertain Volterra kernels into orthonormal series. ACC Alex da Rosa, Ricardo J. G. B. Campello, Paulo A. V. Ferreira, Gustavo Henrique Costa Oliveira, Wagner C. Amaral
2009	C	`conf`	Comparison Among Methods for k Estimation in k-means. ISDA Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello
2009	J	`jnl`	Exact Search Directions for Optimization of Linear and Nonlinear Models Based on Generalized Orthonormal Functions. IEEE Trans. Autom. Control. Alex da Rosa, Ricardo J. G. B. Campello, Wagner C. Amaral
2009	C	`conf`	Fast Evolutionary Algorithms for Relational Clustering. ISDA Danilo Horta, Ricardo J. G. B. Campello
2009	A	`conf`	On the Comparison of Relative Clustering Validity Criteria. SDM Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka
2009	J	`jnl`	On the efficiency of evolutionary fuzzy clustering. J. Heuristics Ricardo J. G. B. Campello, Eduardo R. Hruschka, Vinicius S. Alves
2008	—	`conf`	A Robust Methodology for Comparing Performances of Clustering Validity Criteria. SBIA Lucas Vendramin, Ricardo J. G. B. Campello, Eduardo R. Hruschka
2008	J	`jnl`	An optimal expansion of Volterra models using independent Kautz bases for each kernel dimension. Int. J. Control Alex da Rosa, Ricardo J. G. B. Campello, Wagner C. Amaral
2007	B	`conf`	A Fuzzy Variant of an Evolutionary Algorithm for Clustering. FUZZ-IEEE Vinicius S. Alves, Ricardo J. G. B. Campello, Eduardo R. Hruschka
2007	J	`jnl`	A fuzzy extension of the Rand index and other related indexes for clustering and classification assessment. Pattern Recognit. Lett. Ricardo J. G. B. Campello
2007	J	`jnl`	Choice of free parameters in expansions of discrete-time Volterra models using Kautz functions. Autom. Alex da Rosa, Ricardo J. G. B. Campello, Wagner C. Amaral
2007	—	`conf`	Design of OBF-TS Fuzzy Models Based on Multiple Clustering Validity Criteria. ICTAI (2) Jeremias B. Machado, Wagner C. Amaral, Ricardo J. G. B. Campello
2006	B	`conf`	A Learning Object on Computational Intelligence. ICALT Fábio A. P. Reis, Igor C. Félix, Silvio Luiz Stanzani, Ricardo J. G. B. Campello, Leandro Nunes de Castro, Hermes Senger, Marta C. Rosatelli
2006	J	`jnl`	A fuzzy extension of the silhouette width criterion for cluster analysis. Fuzzy Sets Syst. Ricardo J. G. B. Campello, Eduardo R. Hruschka
2006	J	`jnl`	A note on the optimal expansion of Volterra models using Laguerre functions. Autom. Ricardo J. G. B. Campello, Wagner Caradori do Amaral, Gérard Favier
2006	J	`jnl`	Evolving clusters in gene-expression data. Inf. Sci. Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro
2006	B	`conf`	GA Optimization of Generalized OBF TS Fuzzy Models with Global and Local Estimation Approaches. FUZZ-IEEE Anderson V. Medeiros, Wagner C. Amaral, Ricardo J. G. B. Campello
2006	—	`conf`	GA Optimization of OBF TS Fuzzy Models with Linear and Non Linear Local Models. SBRN Anderson V. Medeiros, Wagner C. Amaral, Ricardo J. G. B. Campello
2006	J	`jnl`	Hierarchical fuzzy relational models: linguistic interpretation and universal approximation. IEEE Trans. Fuzzy Syst. Ricardo J. G. B. Campello, Wagner Caradori do Amaral
2006	B	`conf`	Towards a Fast Evolutionary Algorithm for Clustering. IEEE Congress on Evolutionary Computation Vinicius S. Alves, Ricardo J. G. B. Campello, Eduardo R. Hruschka
2004	B	`conf`	An evolutionary clustering technique with local search to design RBF neural network classifiers. IJCNN Leandro Nunes de Castro, Eduardo R. Hruschka, Ricardo J. G. B. Campello
2004	B	`conf`	Control of a bioprocess using orthonormal basis function fuzzy models. FUZZ-IEEE Ricardo J. G. B. Campello, Luiz Augusto da Cruz Meleiro, Wagner C. Amaral
2004	A*	`conf`	Evolutionary Algorithms for Clustering Gene-Expression Data. ICDM Eduardo R. Hruschka, Leandro Nunes de Castro, Ricardo J. G. B. Campello
2004	B	`conf`	Evolutionary search for optimal fuzzy c-means clustering. FUZZ-IEEE Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro
2004	—	`conf`	Improving the Efficiency of a Clustering Genetic Algorithm. IBERAMIA Eduardo R. Hruschka, Ricardo J. G. B. Campello, Leandro Nunes de Castro
2004	J	`jnl`	Optimal expansions of discrete-time Volterra models using Laguerre functions. Autom. Ricardo J. G. B. Campello, Gérard Favier, Wagner Caradori do Amaral
2003	J	`jnl`	Towards true linguistic modelling through optimal numerical solutions. Int. J. Syst. Sci. Ricardo J. G. B. Campello, Wagner C. Amaral
2002	B	`conf`	Hierarchical fuzzy relational models: linguistic interpretation and universal approximation. FUZZ-IEEE Ricardo J. G. B. Campello, Wagner C. Amaral
2002	—	`conf`	Identification of a Multivariate Fermentation Process using Constructive Learning. SBRN Luiz Augusto da Cruz Meleiro, Ricardo J. G. B. Campello, Rubens Maciel Filho, Fernando J. Von Zuben
2002	B	`conf`	Takagi-Sugeno fuzzy models within orthonormal basis function framework and their application to process control. FUZZ-IEEE Ricardo J. G. B. Campello, Wagner C. Amaral
2001	J	`jnl`	Modeling and linguistic knowledge extraction from systems using fuzzy relational models. Fuzzy Sets Syst. Ricardo J. G. B. Campello, Wagner C. Amaral
2001	—	`conf`	Optimal Laguerre series expansion of discrete volterra models. ECC Ricardo J. G. B. Campello, Wagner C. Amaral, Gérard Favier
2000	—	`conf`	Optimization of Hierarchical Neural Fuzzy Models. IJCNN (5) Ricardo J. G. B. Campello, Wagner C. Amaral
1998	J	`jnl`	A Highly Adaptive Algorithm for Fuzzy Modelling of Systems. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Ricardo J. G. B. Campello, Rubén Mario Nazzetta, Wagner Caradori do Amaral