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Books and Theses
- 2006
[b1]Elaine Parros Machado de Sousa:
Correlation identification using the fractal theory. University of São Paulo, Brazil, 2006
Journal Articles
- 2020
- [j10]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) - [j9]Thábata Amaral, Elaine Parros Machado de Sousa:
Mining Temporal Exception Rules from Multivariate Time Series Using a new Support Measure. J. Inf. Data Manag. 11(3) (2020) - [j8]Lucas Felipe Kunze
, Rudinei Goularte, Elaine Parros Machado de Sousa:
SIRA - An efficient method for retrieving stereo images from anaglyphs. Signal Process. Image Commun. 85: 115866 (2020) - 2016
- [j7]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension. J. Inf. Data Manag. 7(3): 249-264 (2016) - 2013
- [j6]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) - [j5]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Priscila P. Coltri, Agma J. M. Traina, Elaine P. M. de Sousa:
Finding Spatio-Temporal Patterns in Multidimensional Data Streams. J. Inf. Data Manag. 4(3): 327-340 (2013) - 2011
- [j4]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series. J. Inf. Data Manag. 2(1): 51-58 (2011) - 2010
- [j3]Alexander Ocsa, Elaine P. M. de Sousa:
An Adaptive Multi-level Hashing Structure for Fast Approximate Similarity Search. J. Inf. Data Manag. 1(3): 359-374 (2010) - 2007
- [j2]Elaine P. M. de Sousa, Caetano Traina Jr., Agma J. M. Traina, Leejay Wu, Christos Faloutsos:
A fast and effective method to find correlations among attributes in databases. Data Min. Knowl. Discov. 14(3): 367-407 (2007) - 2006
- [j1]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Efficient Discovery of Unusual Patterns in Time Series . New Gener. Comput. 25(1): 33-60 (2006)
Conference and Workshop Papers
- 2022
- [c19]Marcus V. S. Araujo, Francisco Aparecido Rodrigues, Elaine P. M. de Sousa:
Predição de Resiliência Econômica a partir de Métodos Supervisionados baseados em Grafos Dinâmicos. SBBD 2022: 415-420 - 2020
- [c18]Rovilson de Freitas, Elaine Parros Machado de Sousa:
O Uso de Anotação Semântica e Ontologias na Busca de Similaridade entre Entrevistas Não-Estruturadas em Banco de Dados (The Use of Semantic Annotations and Ontologies in the Search for Similarity Among Unstructured Interviews in a Database). ONTOBRAS 2020: 275-279 - 2018
- [c17]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
- [c16]Gabriel Spadon, Lucas C. Scabora, Paulo H. Oliveira, Marcus V. S. Araujo, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.:
Behavioral Characterization of Criminality Spread in Cities. ICCS 2017: 2537-2541 - [c15]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Luciana Alvim Santos Romani, Bruno Ferraz do Amaral, Elaine Parros Machado de Sousa:
Agricultural monitoring using clustering techniques on satellite image time series of low spatial resolution. MultiTemp 2017: 1-4 - 2016
- [c14]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Improving Multivariate Data Streams Clustering. ICCS 2016: 461-471 - [c13]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 - 2015
- [c12]Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa:
Clustering Multivariate Climate Data Streamsusing Fractal Dimension. SBBD 2015: 41-52 - 2014
- [c11]Bruno Ferraz do Amaral, Daniel Y. T. Chino, Luciana A. S. Romani, Renata Ribeiro do Valle Gonçalves, Agma J. M. Traina, Elaine P. M. de Sousa:
The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series. ICEIS (1) 2014: 225-232 - [c10]Renata Ribeiro do Valle Gonçalves, Jurandir Zullo Jr., Bruno Ferraz do Amaral, Priscila Pereira Coltri, Elaine Parros Machado de Sousa, Luciana Alvim Santos Romani:
Land use temporal analysis through clustering techniques on satellite image time series. IGARSS 2014: 2173-2176 - 2013
- [c9]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 - 2012
- [c8]Santiago Augusto Nunes, Ana Maria Heuminski de Ávila, Luciana A. S. Romani, Agma J. M. Traina, Priscila P. Coltri, Elaine P. M. de Sousa:
To be or not to be real: fractal analysis of data streams from a regional climate change model. SAC 2012: 831-832 - 2010
- [c7]Santiago Augusto Nunes, Luciana A. S. Romani, Ana Maria Heuminski de Ávila, Caetano Traina Jr., Elaine P. M. de Sousa, Agma J. M. Traina:
Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas. SBBD (Posters) 2010: 9:1-9:8 - 2008
- [c6]Elisa Yumi Nakagawa, Elaine P. M. de Sousa, Kiyoshi de Brito Murata, Gabriel de Faria Andery, Leonardo Bitencourt Morelli, José Carlos Maldonado:
Software Architecture Relevance in Open Source Software Evolution: A Case Study. COMPSAC 2008: 1234-1239 - 2007
- [c5]Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
A Density-Biased Sampling Technique to Improve Cluster Representativeness. PKDD 2007: 366-373 - [c4]Ana Paula Appel, Adriano Arantes Paterlini, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
Biased box sampling - a density-biased sampling for clustering. SAC 2007: 445-446 - 2006
- [c3]Joaquim Cezar Felipe, Marcela X. Ribeiro, Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr.:
Effective shape-based retrieval and classification of mammograms. SAC 2006: 250-255 - [c2]Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Evaluating the intrinsic dimension of evolving data streams. SAC 2006: 643-648 - 2005
- [c1]Joaquim Cezar Felipe, Jonatas B. Olioti, Agma J. M. Traina, Marcela X. Ribeiro, Elaine P. M. de Sousa, Caetano Traina Jr.:
A Low-cost Approach for Effective Shape-based Retrieval and Classification of Medical Images. ISM 2005: 565-570
Informal and Other Publications
- 2020
- [i2]Denis Moreira dos Reis, Marcílio de Souto, Elaine P. M. de Sousa, Gustavo E. A. P. A. Batista:
Quantifying With Only Positive Training Data. CoRR abs/2004.10356 (2020) - 2016
- [i1]Gabriel Spadon, Lucas C. Scabora, Marcus V. S. Araujo, Paulo H. Oliveira, Bruno Brandoli Machado, Elaine P. M. de Sousa, Caetano Traina Jr., José F. Rodrigues Jr.:
Complex Network Tools to Understand the Behavior of Criminality in Urban Areas. CoRR abs/1612.06115 (2016)
Coauthor Index
aka: Luciana Alvim Santos Romani
aka: Agma Juci Machado Traina
aka: Caetano Traina Júnior
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