Murilo Coelho Naldi

34 papers A* 1B 4C 2Journal 13Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient multiple density-based models over large datasets with data stream applications. Appl. Soft Comput. Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi
2025	J	`jnl`	A Systematic Review of Graph Neural Network for Node Clustering in Homogeneous Attributed Networks. IEEE Access Guilherme Henrique Messias, Tiago Goncalves Botelho, Sylvia Iasulaitis, Murilo Coelho Naldi, Alan Demétrius Baria Valejo
2025	—	`conf`	Combining Large Language Model Embeddings and Graph Neural Networks for Accurate Job Recommendations. BRACIS (1) Alexandre dos Santos Gualberto, Alan Demétrius Baria Valejo, Murilo Coelho Naldi
2024	B	`conf`	Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles. IEEE Big Data Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander, Euijin Choo
2024	J	`jnl`	Unsupervised Parameter-free Outlier Detection using HDBSCAN* Outlier Profiles. CoRR Kushankur Ghosh, Murilo Coelho Naldi, Jörg Sander, Euijin Choo
2023	B	`conf`	ESIREOS: Efficient, Scalable, Internal, Relative Evaluation of Outliers Solutions. ICPADS William A. Alves, Henrique O. Marques, Murilo Coelho Naldi, Jörg Sander
2023	—	`conf`	Efficient Density-Based Models for Multiple Machine Learning Solutions over Large Datasets. BRACIS (1) Natanael F. Dacioli Batista, Bruno Leonel Nunes, Murilo Coelho Naldi
2023	—	`ed.`	Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part I BRACIS (1) Murilo Coelho Naldi, Reinaldo A. C. Bianchi
2023	—	`ed.`	Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part II BRACIS (2) Murilo Coelho Naldi, Reinaldo A. C. Bianchi
2023	—	`ed.`	Intelligent Systems - 12th Brazilian Conference, BRACIS 2023, Belo Horizonte, Brazil, September 25-29, 2023, Proceedings, Part III BRACIS (3) Murilo Coelho Naldi, Reinaldo A. C. Bianchi
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
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
2020	J	`jnl`	Comparing convolutional neural networks and preprocessing techniques for HEp-2 cell classification in immunofluorescence images. Comput. Biol. Medicine Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari
2020	C	`conf`	N-BEATS-RNN: deep learning for time series forecasting. ICMLA Attilio Sbrana, André Luis Debiaso Rossi, Murilo Coelho Naldi
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
2018	B	`conf`	Scalable Batch Stream Clustering with k Estimation. CEC Paulo G. L. Candido, Jonathan de Andrade Silva, Elaine R. Faria, Murilo Coelho Naldi
2017	J	`jnl`	Comparação entre abordagens escaláveis para o processamento de conjuntos de dados textuais. RITA Gustavo de Paula Avelar, Murilo Coelho Naldi
2017	—	`conf`	Exploiting Convolutional Neural Networks and Preprocessing Techniques for HEp-2 Cell Classification in Immunofluorescence Images. SIBGRAPI Larissa Ferreira Rodrigues, Murilo Coelho Naldi, João Fernando Mari
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
2017	—	`conf`	Online Detection of Outliers in Clusters of Continuous Data Streaming. BRACIS Mariana Alves Pereira, Elaine Ribeiro de Faria Paiva, Murilo Coelho Naldi
2017	—	`conf`	Scalable Data Stream Clustering with k Estimation. BRACIS Paulo G. L. Candido, Murilo Coelho Naldi, Jonathan de Andrade Silva, Elaine R. Faria
2015	J	`jnl`	Comparison of distributed evolutionary k-means clustering algorithms. Neurocomputing Murilo Coelho Naldi, Ricardo J. G. B. Campello
2014	J	`jnl`	Evolutionary k-means for distributed data sets. Neurocomputing Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
2014	—	`conf`	Multiple Parallel MapReduce k-Means Clustering with Validation and Selection. BRACIS Kemilly Dearo Garcia, Murilo Coelho Naldi
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	—	`conf`	Distributed K-Means Clustering with Low Transmission Cost. BRACIS Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
2012	—	`conf`	Combining Information from Distributed Evolutionary k-Means. SBRN Murilo Coelho Naldi, Ricardo José Gabrielli Barreto 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	—	`—`	Ensemble techniques for centralized and distributed clustering. Murilo Coelho Naldi
2009	C	`conf`	Comparison Among Methods for k Estimation in k-means. ISDA Murilo Coelho Naldi, Andre Fontana, Ricardo J. G. B. Campello
2009	—	`ch.`	Evolutionary Fuzzy Clustering: An Overview and Efficiency Issues. Foundations of Computational Intelligence (4) Danilo Horta, Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
2009	J	`jnl`	Uma Revisão Sobre Combinação de Agrupamentos. RITA Murilo Coelho Naldi, Katti Faceli, André C. P. L. F. de Carvalho
2008	—	`ch.`	Genetic Clustering for Data Mining. Soft Computing for Knowledge Discovery and Data Mining Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho, Ricardo José Gabrielli Barreto Campello, Eduardo R. Hruschka
2007	B	`conf`	Clustering using genetic algorithm combining validation criteria. ESANN Murilo Coelho Naldi, André Carlos Ponce de Leon Ferreira de Carvalho