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2020 – today
- 2021
[j10]Joelson Antônio dos Santos, Syed Talat Iqbal, Murilo Coelho Naldi
, Ricardo J. G. B. Campello, Joerg Sander:
Hierarchical Density-Based Clustering Using MapReduce. IEEE Trans. Big Data 7(1): 102-114 (2021)- 2020
- [j9]Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari:
Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images. Comput. Biol. Medicine 116: 103542 (2020) - [c10]Attilio Sbrana, André Luis Debiaso Rossi, Murilo Coelho Naldi:
N-BEATS-RNN: deep learning for time series forecasting. ICMLA 2020: 765-768
2010 – 2019
- 2019
- [j8]Victor Hugo Andrade Soares, Ricardo J. G. B. Campello, Seyednaser Nourashrafeddin, Evangelos E. Milios, Murilo Coelho Naldi:
Combining semantic and term frequency similarities for text clustering. Knowl. Inf. Syst. 61(3): 1485-1516 (2019) - 2018
- [c9]Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi:
Scalable Batch Stream Clustering with k Estimation. CEC 2018: 1-8 - 2017
- [j7]Gilberto V. Oliveira, Felipe P. Coutinho, Ricardo J. G. B. Campello, Murilo Coelho Naldi:
Improving k-means through distributed scalable metaheuristics. Neurocomputing 246: 45-57 (2017) - [j6]Gustavo de Paula Avelar, Murilo Coelho Naldi:
Comparação entre abordagens escaláveis para o processamento de conjuntos de dados textuais. RITA 24(1): 121-149 (2017) - [c8]Mariana Alves Pereira, Elaine Ribeiro de Faria Paiva, Murilo Coelho Naldi:
Online Detection of Outliers in Clusters of Continuous Data Streaming. BRACIS 2017: 324-329 - [c7]Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria:
Scalable Data Stream Clustering with k Estimation. BRACIS 2017: 336-341 - [c6]Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari:
Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images. SIBGRAPI 2017: 170-177 - 2015
- [j5]Murilo Coelho Naldi, Ricardo J. G. B. Campello:
Comparison of distributed evolutionary k-means clustering algorithms. Neurocomputing 163: 78-93 (2015) - 2014
- [j4]Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello:
Evolutionary k-means for distributed data sets. Neurocomputing 127: 30-42 (2014) - [c5]Kemilly Dearo Garcia, Murilo Coelho Naldi:
Multiple Parallel MapReduce k-Means Clustering with Validation and Selection. BRACIS 2014: 432-437 - 2013
- [j3]Murilo Coelho Naldi, André C. P. L. F. de Carvalho, Ricardo J. G. B. Campello:
Cluster ensemble selection based on relative validity indexes. Data Min. Knowl. Discov. 27(2): 259-289 (2013) - [c4]Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello:
Distributed K-Means Clustering with Low Transmission Cost. BRACIS 2013: 70-75 - 2012
- [c3]Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello:
Combining Information from Distributed Evolutionary k-Means. SBRN 2012: 43-48 - 2011
- [b1]Murilo Coelho Naldi:
Ensemble techniques for centralized and distributed clustering. University of São Paulo, Brazil, 2011 - [j2]Murilo Coelho Naldi, Ricardo J. G. B. Campello, Eduardo R. Hruschka, André C. P. L. F. de Carvalho:
Efficiency issues of evolutionary k-means. Appl. Soft Comput. 11(2): 1938-1952 (2011)
2000 – 2009
- 2009
- [j1]Murilo Coelho Naldi, Katti Faceli, André C. P. L. F. de Carvalho:
Uma Revisão Sobre Combinação de Agrupamentos. RITA 16(2): 25-52 (2009) - [c2]Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello:
Comparison Among Methods for k Estimation in k-means. ISDA 2009: 1006-1013 - [p2]Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho:
Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues. Foundations of Computational Intelligence (4) 2009: 167-195 - 2008
- [p1]Murilo Coelho Naldi, André Carlos Ponce de 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
- [c1]Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho:
Clustering using genetic algorithm combining validation criteria. ESANN 2007: 139-144
Coauthor Index
aka: Ricardo José Gabrielli Barreto Campello
aka: André Carlos Ponce de Leon Ferreira de Carvalho
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