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Robson L. F. Cordeiro

Robson Leonardo Ferreira Cordeiro

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affiliation: University of São Paulo, Department of Computer Science

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Books and Theses

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2013
[b2]
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Robson L. F. Cordeiro, Christos Faloutsos, Caetano Traina Jr.:
Data Mining in Large Sets of Complex Data. Springer Briefs in Computer Science, Springer 2013, ISBN 978-1-4471-4889-0, pp. I-XI, 1-116
2011
[b1]
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Robson Leonardo Ferreira Cordeiro:
Mineração de dados em grande conjuntos de dados complexos. University of São Paulo, Brazil, 2011

Journal Articles

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2022
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Daniela F. Milon-Flores, Robson L. F. Cordeiro:
How to take advantage of behavioral features for the early detection of grooming in online conversations. Knowl. Based Syst. 240: 108017 (2022)
2021
[j19]
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Matheus A. C. Alves, Robson L. F. Cordeiro:
Effective and unburdensome forecast of highway traffic flow with adaptive computing. Knowl. Based Syst. 212: 106603 (2021)
2020
[j18]
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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:
Analysis of ENEM's attendants between 2012 and 2017 using a clustering approach. J. Inf. Data Manag. 11(2) (2020)
[j17]
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Jadson José Monteiro Oliveira, Robson Leonardo Ferreira Cordeiro:
Unsupervised dimensionality reduction for very large datasets: Are we going to the right direction? Knowl. Based Syst. 196: 105777 (2020)
2019
[j16]
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André S. Gonzaga, Robson L. F. Cordeiro:
The similarity-aware relational division database operator with case studies in agriculture and genetics. Inf. Syst. 82: 71-87 (2019)
2017
[j15]
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Gabriel P. Gimenes, Robson L. F. Cordeiro, José Fernando Rodrigues Jr.:
ORFEL: Efficient detection of defamation or illegitimate promotion in online recommendation. Inf. Sci. 379: 274-287 (2017)
[j14]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Cláudio Elízio Calazans Campelo:
Editorial. J. Inf. Data Manag. 8(1): 1-2 (2017)
[j13]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Luiz Henrique de Campos Merschmann:
Editorial. J. Inf. Data Manag. 8(2): 100-101 (2017)
[j12]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Roberto Willrich, Javam C. Machado:
Editorial. J. Inf. Data Manag. 8(3): 178-179 (2017)
2016
[j11]
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Robson L. F. Cordeiro, Caetano Traina Júnior, Renato Fileto:
Editorial. J. Inf. Data Manag. 7(1): 1-3 (2016)
[j10]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Leandro Balby Marinho:
Editorial. J. Inf. Data Manag. 7(2): 68-69 (2016)
[j9]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Vanessa Braganholo:
Editorial. J. Inf. Data Manag. 7(3): 197-198 (2016)
2015
[j8]
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Ives Rene Venturini Pola, Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina:
Similarity sets: A new concept of sets to seamlessly handle similarity in database management systems. Inf. Syst. 52: 130-148 (2015)
[j7]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Sandra de Amo, Clodoveu A. Davis Jr.:
Editorial. J. Inf. Data Manag. 6(1): 1-3 (2015)
[j6]
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Caetano Traina Júnior, Robson L. F. Cordeiro, Renata de Matos Galante, Tatiana Aires Tavares:
Editorial. J. Inf. Data Manag. 6(2): 104 (2015)
[j5]
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Caetano Traina Júnior, Robson L. F. Cordeiro:
Editorial. J. Inf. Data Manag. 6(3): 160-161 (2015)
2014
[j4]
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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:
QuMinS: Fast and scalable querying, mining and summarizing multi-modal databases. Inf. Sci. 264: 211-229 (2014)
2013
[j3]
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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:
The Images and Data Bases Group at University of São Paulo. J. Inf. Data Manag. 4(1): 2-16 (2013)
[j2]
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Lúcio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.:
Evaluating the Diversification of Similarity Query Results. J. Inf. Data Manag. 4(3): 188-203 (2013)
[j1]
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Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Halite: Fast and Scalable Multiresolution Local-Correlation Clustering. IEEE Trans. Knowl. Data Eng. 25(2): 387-401 (2013)

Conference and Workshop Papers

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2022
[c28]
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Shuli Jiang, Robson L. F. Cordeiro, Leman Akoglu:
D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments. ICDM 2022: 987-992
2021
[c27]
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Alexis I. Aspauza Lescano, Robson L. F. Cordeiro:
Relational Conditional Set Operations. ADBIS (Short Papers) 2021: 38-49
2020
[c26]
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Eugênio F. Cabral, Robson L. F. Cordeiro:
Fast and Scalable Outlier Detection with Sorted Hypercubes. CIKM 2020: 95-104
2019
[c25]
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Altamir Gomes Bispo Junior, Robson Leonardo Ferreira Cordeiro:
Fast and Scalable Outlier Detection with Metric Access Methods. ICCS (2) 2019: 189-203
[c24]
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Leonardo Mauro Pereira Moraes, Robson Leonardo Ferreira Cordeiro:
Detecting Influencers in Very Large Social Networks of Games. ICEIS (1) 2019: 93-103
[c23]
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Caetano Traina Jr., Andre Moriyama, Guilherme Muzzi da Rocha, Robson L. F. Cordeiro, Cristina Dutra de Aguiar Ciferri, Agma J. M. Traina:
The SimilarQL framework: similarity queries in plain SQL. SAC 2019: 468-471
[c22]
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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:
A DBMS-Based Framework for Content-Based Retrieval and Analysis of Skin Ulcer Images in Medical Practice. SBBD 2019: 109-120
2018
[c21]
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Guilherme Q. Vasconcelos, Daniel S. Kaster, Robson L. F. Cordeiro:
On the Support of the Similarity-Aware Division Operator in a Commercial RDBMS. ADBIS 2018: 142-155
[c20]
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Guilherme Q. Vasconcelos, Guilherme F. Zabot, Daniel Mario de Lima, José F. Rodrigues Jr., Caetano Traina Jr., Daniel S. Kaster, Robson L. F. Cordeiro:
TendeR-Sims - Similarity Retrieval System for Public Tenders. ICEIS (1) 2018: 143-150
[c19]
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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:
Classification Analysis of NDVI Time Series in Metric Spaces for Sugarcane Identification. ICEIS (1) 2018: 162-169
2017
[c18]
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André S. Gonzaga, Robson Leonardo Ferreira Cordeiro:
A New Division Operator to Handle Complex Objects in Very Large Relational Datasets. EDBT 2017: 474-477
[c17]
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André S. Gonzaga, Robson L. F. Cordeiro:
The similarity-aware relational division database operator. SAC 2017: 913-914
2016
[c16]
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Antonio C. Fraideinberze, José F. Rodrigues Jr., Robson L. F. Cordeiro:
Effective and Unsupervised Fractal-Based Feature Selection for Very Large Datasets: Removing Linear and Non-linear Attribute Correlations. ICDM Workshops 2016: 615-622
[c15]
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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:
On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations. ICEIS (1) 2016: 119-126
[c14]
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Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng (Polo) Chau, Minsuk Kahng, U Kang:
M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block Processing Model. ECML/PKDD (2) 2016: 623-640
[c13]
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André S. Gonzaga, Robson L. F. Cordeiro:
Fast and Scalable Relational Division on Database Systems. SBBD 2016: 169-174
[c12]
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Afonso Expedito Da Silva, Lucas L. Sanches, Antonio C. Fraideinberze, Robson L. F. Cordeiro:
Halite_ds: Fast and Scalable Subspace Clustering for Multidimensional Data Streams. SDM 2016: 351-359
2015
[c11]
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Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.:
StructMatrix: Large-Scale Visualization of Graphs by Means of Structure Detection and Dense Matrices. ICDM Workshops 2015: 493-500
2014
[c10]
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Afonso Expedito Da Silva, Robson L. F. Cordeiro:
Halite-ds: Agrupamento de Dados em Subespaços de Séries Temporais Multidimensionais. SBBD 2014: 97-106
2013
[c9]
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Karina Fasolin, Renato Fileto, Marcelo Krüger, Daniel S. Kaster, Mônica Ribeiro Porto Ferreira, Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Caetano Traina Jr.:
Efficient Execution of Conjunctive Complex Queries on Big Multimedia Databases. ISM 2013: 536-543
[c8]
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Ives Rene Venturini Pola, Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma J. M. Traina:
A New Concept of Sets to Handle Similarity in Databases: The SimSets. SISAP 2013: 30-42
[c7]
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  - conf/www/NunesRACTCST13
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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:
Analysis of large scale climate data: how well climate change models and data from real sensor networks agree? WWW (Companion Volume) 2013: 517-526
2011
[c6]
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Robson Leonardo Ferreira Cordeiro, Caetano Traina Jr., Agma Juci Machado Traina, Julio César López-Hernández, U Kang, Christos Faloutsos:
Clustering very large multi-dimensional datasets with MapReduce. KDD 2011: 690-698
2010
[c5]
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Robson Leonardo Ferreira Cordeiro, Agma J. M. Traina, Christos Faloutsos, Caetano Traina Jr.:
Finding Clusters in subspaces of very large, multi-dimensional datasets. ICDE 2010: 625-636
[c4]
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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:
QMAS: Querying, Mining and Summarization of Multi-modal Databases. ICDM 2010: 785-790
2007
[c3]
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Robson Leonardo Ferreira Cordeiro, Renata de Matos Galante, Nina Edelweiss, Clesio Saraiva dos Santos:
A Deep Classification of Temporal Versioned Integrity Constraints for Designing Database Applications. SEKE 2007: 416-421
2005
[c2]
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Robson Leonardo Ferreira Cordeiro, Nina Edelweiss, Renata de Matos Galante, Clesio Saraiva dos Santos:
TVCL - Temporal Versioned Constraint Language. SBBD 2005: 55-69
2004
[c1]
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Robson Leonardo Ferreira Cordeiro, Clesio Saraiva dos Santos, Nina Edelweiss, Renata de Matos Galante:
Classificação de Restrições de Integridade em Bancos de Dados Temporais de Versões. SBBD 2004: 363-377

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2014
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Agma Juci Machado Traina, Caetano Traina Jr., Robson L. F. Cordeiro:
Similarity Search and Applications - 7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2014. Proceedings. Lecture Notes in Computer Science 8821, Springer 2014, ISBN 978-3-319-11987-8 [contents]

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2024
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Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos:
McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. CoRR abs/2403.08027 (2024)
2022
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Shuli Jiang, Robson Leonardo Ferreira Cordeiro, Leman Akoglu:
D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments. CoRR abs/2210.08212 (2022)
2021
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  - journals/corr/abs-2110-08257
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Guilherme D. F. Silva, Leman Akoglu, Robson L. F. Cordeiro:
C-AllOut: Catching & Calling Outliers by Type. CoRR abs/2110.08257 (2021)
2015
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Gabriel P. Gimenes, José Fernando Rodrigues Jr., Robson L. F. Cordeiro:
ORFEL: super-fast detection of defamation and illegitimate promotion in online recommendation. CoRR abs/1505.06747 (2015)
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Hugo Gualdron, Robson L. F. Cordeiro, José Fernando Rodrigues Jr., Duen Horng Chau, Minsuk Kahng, U Kang:
M-Flash: Fast Billion-scale Graph Computation Using Block Partition Model. CoRR abs/1506.01406 (2015)
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Hugo Gualdron, Robson L. F. Cordeiro, José F. Rodrigues Jr.:
StructMatrix: billion-scale visualization of planetary graphs by means of structure detection and dense matrices. CoRR abs/1506.05072 (2015)

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