Murilo Coelho Naldi

According to our database, Murilo Coelho Naldi authored at least 26 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions.

William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets.

Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi

Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022

CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods.

Antônio Cavalcante Araújo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Hierarchical Density-Based Clustering Using MapReduce.

Joelson Antônio dos Santos, Syed Talat Iqbal, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Joerg Sander

IEEE Trans. Big Data, 2021

2020

Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images.

Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari

Comput. Biol. Medicine, 2020

N-BEATS-RNN: deep learning for time series forecasting.

Attilio Sbrana, André Luis Debiaso Rossi, Murilo Coelho Naldi

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019

Combining semantic and term frequency similarities for text clustering.

Victor Hugo Andrade Soares, Ricardo J. G. B. Campello, Seyednaser Nourashrafeddin, Evangelos E. Milios, Murilo Coelho Naldi

Knowl. Inf. Syst., 2019

2018

Scalable Batch Stream Clustering with k Estimation.

Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Comparação entre abordagens escaláveis para o processamento de conjuntos de dados textuais.

Gustavo de Paula Avelar, Murilo Coelho Naldi

RITA, 2017

Improving k-means through distributed scalable metaheuristics.

Gilberto V. Oliveira, Felipe P. Coutinho, Ricardo J. G. B. Campello, Murilo Coelho Naldi

Neurocomputing, 2017

Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images.

Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Online Detection of Outliers in Clusters of Continuous Data Streaming.

Mariana Alves Pereira, Elaine Ribeiro de Faria Paiva, Murilo Coelho Naldi

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

Scalable Data Stream Clustering with k Estimation.

Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2015

Comparison of distributed evolutionary k-means clustering algorithms.

Murilo Coelho Naldi, Ricardo J. G. B. Campello

Neurocomputing, 2015

2014

Evolutionary k-means for distributed data sets.

Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello

Neurocomputing, 2014

Multiple Parallel MapReduce k-Means Clustering with Validation and Selection.

Kemilly Dearo Garcia, Murilo Coelho Naldi

Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

2013

Cluster ensemble selection based on relative validity indexes.

Murilo Coelho Naldi, André C. P. L. F. de Carvalho, Ricardo J. G. B. Campello

Data Min. Knowl. Discov., 2013

Distributed K-Means Clustering with Low Transmission Cost.

Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello

Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012

Combining Information from Distributed Evolutionary k-Means.

Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello

Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012

2011

Ensemble techniques for centralized and distributed clustering.

Murilo Coelho Naldi

PhD thesis, 2011

Efficiency issues of evolutionary k-means.

Murilo Coelho Naldi, Ricardo J. G. B. Campello, Eduardo R. Hruschka, André C. P. L. F. de Carvalho

Appl. Soft Comput., 2011

2009

Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues.

Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the Foundations of Computational Intelligence, 2009

Uma Revisão Sobre Combinação de Agrupamentos.

Murilo Coelho Naldi, Katti Faceli, André C. P. L. F. de Carvalho

RITA, 2009

Comparison Among Methods for k Estimation in k-means.

Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008

Genetic Clustering for Data Mining.

Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka

Proceedings of the Soft Computing for Knowledge Discovery and Data Mining, 2008

2007

Clustering using genetic algorithm combining validation criteria.

Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007