Murilo Coelho Naldi

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 13

Top Venues

BRACIS

Neurocomputing

ICPADS

Comput. Biol. Medicine

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi
Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets. BRACIS (1) (2023)
William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander
ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions. ICPADS (2023)
Antônio Cavalcante Araújo Neto, Murilo Coelho Naldi, Ricardo J. G. B. Campello, Jörg Sander
CORE-SG: Efficient Computation of Multiple MSTs for Density-Based Methods. ICDE (2022)
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) (2021)
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 (2020)
Attilio Sbrana, André Luis Debiaso Rossi, Murilo Coelho Naldi
N-BEATS-RNN: deep learning for time series forecasting. ICMLA (2020)
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) (2019)
Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
Scalable Batch Stream Clustering with k Estimation. CEC (2018)
Gilberto V. Oliveira, Felipe P. Coutinho, Ricardo J. G. B. Campello, Murilo Coelho Naldi
Improving k-means through distributed scalable metaheuristics. Neurocomputing 246 (2017)
Mariana Alves Pereira, Elaine Ribeiro de Faria Paiva, Murilo Coelho Naldi
Online Detection of Outliers in Clusters of Continuous Data Streaming. BRACIS (2017)
Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
Scalable Data Stream Clustering with k Estimation. BRACIS (2017)
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)
Gustavo de Paula Avelar, Murilo Coelho Naldi
Comparação entre abordagens escaláveis para o processamento de conjuntos de dados textuais. RITA 24 (1) (2017)
Murilo Coelho Naldi, Ricardo J. G. B. Campello
Comparison of distributed evolutionary k-means clustering algorithms. Neurocomputing 163 (2015)
Kemilly Dearo Garcia, Murilo Coelho Naldi
Multiple Parallel MapReduce k-Means Clustering with Validation and Selection. BRACIS (2014)
Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
Evolutionary k-means for distributed data sets. Neurocomputing 127 (2014)
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) (2013)
Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
Distributed K-Means Clustering with Low Transmission Cost. BRACIS (2013)
Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
Combining Information from Distributed Evolutionary k-Means. SBRN (2012)
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) (2011)
Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello
Comparison Among Methods for k Estimation in k-means. ISDA (2009)
Murilo Coelho Naldi, Katti Faceli, André C. P. L. F. de Carvalho
Uma Revisão Sobre Combinação de Agrupamentos. RITA 16 (2) (2009)
Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho
Clustering using genetic algorithm combining validation criteria. ESANN (2007)

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Publication Activity (10 Years)

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Murilo Coelho Naldi