Robson L. F. Cordeiro

According to our database, Robson L. F. Cordeiro authored at least 55 papers between 2004 and 2024.

Collaborative distances:

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

2024

McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets.

Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos

CoRR, 2024

2022

How to take advantage of behavioral features for the early detection of grooming in online conversations.

Daniela F. Milon-Flores, Robson L. F. Cordeiro

Knowl. Based Syst., 2022

D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments.

Shuli Jiang, Robson L. F. Cordeiro, Leman Akoglu

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Effective and unburdensome forecast of highway traffic flow with adaptive computing.

Matheus A. C. Alves, Robson L. F. Cordeiro

Knowl. Based Syst., 2021

C-AllOut: Catching & Calling Outliers by Type.

Guilherme D. F. Silva, Leman Akoglu, Robson L. F. Cordeiro

CoRR, 2021

Relational Conditional Set Operations.

Alexis I. Aspauza Lescano, Robson L. F. Cordeiro

Proceedings of the New Trends in Database and Information Systems, 2021

2020

Unsupervised dimensionality reduction for very large datasets: Are we going to the right direction?

Jadson José Monteiro Oliveira, Robson Leonardo Ferreira Cordeiro

Knowl. Based Syst., 2020

Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach.

Afonso Lima, Alexander Florez, Alexis Lescano, João Victor de Oliveira Novaes, Natalia Martins, Caetano Traina Júnior, Elaine P. M. de Sousa, José F. Rodrigues Júnior, Robson L. F. Cordeiro

J. Inf. Data Manag., 2020

Fast and Scalable Outlier Detection with Sorted Hypercubes.

Eugênio F. Cabral, Robson L. F. Cordeiro

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

The similarity-aware relational division database operator with case studies in agriculture and genetics.

André S. Gonzaga, Robson L. F. Cordeiro

Inf. Syst., 2019

A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice.

Mirela T. Cazzolato, Lucas Santiago Rodrigues, Lucas C. Scabora, Guilherme F. Zabot, Guilherme Q. Vasconcelos, Daniel Y. T. Chino, Ana Elisa Serafim Jorge, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina

Proceedings of the 34th Brazilian Symposium on Databases, 2019

The SimilarQL framework: similarity queries in plain SQL.

Caetano Traina Jr., Andre Moriyama, Guilherme Muzzi da Rocha, Robson L. F. Cordeiro, Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina

Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Detecting Influencers in Very Large Social Networks of Games.

Leonardo Mauro Pereira Moraes, Robson Leonardo Ferreira Cordeiro

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

Fast and Scalable Outlier Detection with Metric Access Methods.

Altamir Gomes Bispo Junior, Robson Leonardo Ferreira Cordeiro

Proceedings of the Computational Science - ICCS 2019, 2019

2018

TendeR-Sims - Similarity Retrieval System for Public Tenders.

Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro

Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

Classification Analysis of NDVI Time Series in Metric Spaces for Sugarcane Identification.

Lucas Felipe Kunze, Thábata Amaral, Leonardo Mauro Pereira Moraes, Jadson José Monteiro Oliveira, Altamir Gomes Bispo Junior, Elaine Parros Machado de Sousa, Robson Leonardo Ferreira Cordeiro

Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

On the Support of the Similarity-Aware Division Operator in a Commercial RDBMS.

Guilherme Q. Vasconcelos, Daniel S. Kaster, Robson L. F. Cordeiro

Proceedings of the Advances in Databases and Information Systems, 2018

2017

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Roberto Willrich, Javam C. Machado

J. Inf. Data Manag., 2017

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Luiz Henrique de Campos Merschmann

J. Inf. Data Manag., 2017

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Cláudio Elízio Calazans Campelo

J. Inf. Data Manag., 2017

ORFEL: Efficient detection of defamation or illegitimate promotion in online recommendation.

Gabriel P. Gimenes, Robson L. F. Cordeiro, José Fernando Rodrigues Jr.

Inf. Sci., 2017

The similarity-aware relational division database operator.

André S. Gonzaga, Robson L. F. Cordeiro

Proceedings of the Symposium on Applied Computing, 2017

A New Division Operator to Handle Complex Objects in Very Large Relational Datasets.

André S. Gonzaga, Robson Leonardo Ferreira Cordeiro

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Leandro Balby Marinho

J. Inf. Data Manag., 2016

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Vanessa Braganholo

J. Inf. Data Manag., 2016

Editorial.

Robson L. F. Cordeiro, Caetano Traina Júnior, Renato Fileto

J. Inf. Data Manag., 2016

<i>Halite_ds</i>: Fast and Scalable Subspace Clustering for Multidimensional Data Streams.

Afonso Expedito Da Silva, Lucas L. Sanches, Antonio C. Fraideinberze, Robson L. F. Cordeiro

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Fast and Scalable Relational Division on Database Systems.

André S. Gonzaga, Robson L. F. Cordeiro

Proceedings of the 31º Simpósio Brasileiro de Banco de Dados, 2016

M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model.

Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U Kang

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations.

Paulo H. Oliveira, Antonio C. Fraideinberze, Natan A. Laverde, Hugo Gualdron, André S. Gonzaga, Lucas D. Ferreira, Willian D. Oliveira, José F. Rodrigues Jr., Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina, Elaine P. M. de Sousa

Proceedings of the ICEIS 2016, 2016

Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute Correlations.

Antonio C. Fraideinberze, José F. Rodrigues Jr., Robson L. F. Cordeiro

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Renata de Matos Galante, Tatiana Aires Tavares

J. Inf. Data Manag., 2015

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro, Sandra de Amo, Clodoveu A. Davis Jr.

J. Inf. Data Manag., 2015

Editorial.

Caetano Traina Júnior, Robson L. F. Cordeiro

J. Inf. Data Manag., 2015

Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems.

Ives Rene Venturini Pola, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina

Inf. Syst., 2015

M-Flash: Fast Billion-scale Graph Computation Using Block Partition Model.

Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng Chau, Minsuk Kahng, U Kang

CoRR, 2015

StructMatrix: billion-scale visualization of planetary graphs by means of structure detection and dense matrices.

Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.

CoRR, 2015

ORFEL: super-fast detection of defamation and illegitimate promotion in online recommendation.

Gabriel P. Gimenes, José Fernando Rodrigues Jr., Robson L. F. Cordeiro

CoRR, 2015

StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense Matrices.

Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases.

Robson L. F. Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Luciana A. S. Romani, Priscila P. Coltri, Tamires T. Souza, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos

Inf. Sci., 2014

Halite-ds: Agrupamento de Dados em Subespaços de Séries Temporais Multidimensionais.

Afonso Expedito Da Silva, Robson L. F. Cordeiro

Proceedings of the XXIX Simpósio Brasileiro de Banco de Dados, 2014

2013

Halite: Fast and Scalable Multiresolution Local-Correlation Clustering.

Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.

IEEE Trans. Knowl. Data Eng., 2013

The Images and Data Bases Group at University of São Paulo.

Agma Juci Machado Traina, Caetano Traina Jr., Cristina Dutra de Aguiar Ciferri, Elaine Parros Machado de Sousa, José Fernando Rodrigues Jr., Robson Leonardo Ferreira Cordeiro

J. Inf. Data Manag., 2013

Evaluating the Diversification of Similarity Query Results.

Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.

J. Inf. Data Manag., 2013

Analysis of large scale climate data: how well climate change models and data from real sensor networks agree?

Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Caetano Traina Jr., Robson Leonardo Ferreira Cordeiro, Elaine P. M. de Sousa, Agma J. M. Traina

Proceedings of the 22nd International World Wide Web Conference, 2013

A New Concept of Sets to Handle Similarity in Databases: The SimSets.

Ives Rene Venturini Pola, Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma J. M. Traina

Proceedings of the Similarity Search and Applications - 6th International Conference, 2013

Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases.

Karina Fasolin, Renato Fileto, Marcelo Krüger, Daniel S. Kaster, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.

Proceedings of the 2013 IEEE International Symposium on Multimedia, 2013

Data Mining in Large Sets of Complex Data.

Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Jr.

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-4889-0, 2013

2011

Mineração de dados em grande conjuntos de dados complexos.

Robson Leonardo Ferreira Cordeiro

PhD thesis, 2011

Clustering very large multi-dimensional datasets with MapReduce.

Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio César López-Hernández, U Kang, Christos Faloutsos

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

QMAS: Querying, Mining and Summarization of Multi-modal Databases.

Robson Leonardo Ferreira Cordeiro, Fan Guo, Donna S. Haverkamp, James H. Horne, Ellen K. Hughes, Gunhee Kim, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos

Proceedings of the ICDM 2010, 2010

Finding Clusters in subspaces of very large, multi-dimensional datasets.

Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.

Proceedings of the 26th International Conference on Data Engineering, 2010

2007

A Deep Classification of Temporal Versioned Integrity Constraints for Designing Database Applications.

Robson Leonardo Ferreira Cordeiro, Renata de Matos Galante, Nina Edelweiss, Clesio Saraiva dos Santos

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

2005

TVCL - Temporal Versioned Constraint Language.

Robson Leonardo Ferreira Cordeiro, Nina Edelweiss, Renata de Matos Galante, Clesio Saraiva dos Santos

Proceedings of the 20° Simpósio Brasileiro de Bancos de Dados, 2005

2004

Classificação de Restrições de Integridade em Bancos de Dados Temporais de Versões.

Robson Leonardo Ferreira Cordeiro, Clesio Saraiva dos Santos, Nina Edelweiss, Renata de Matos Galante

Proceedings of the XIX Simpósio Brasileiro de Bancos de Dados, 2004