Elaine P. M. de Sousa

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 9

Top Topics

Fractal Dimension

Top Venues

J. Inf. Data Manag.

Publications

Marcus V. S. Araujo, Francisco A. Rodrigues, Elaine P. M. de Sousa
Predição de Resiliência Econômica a partir de Métodos Supervisionados baseados em Grafos Dinâmicos. SBBD (2022)
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 (2020)
Afonso Lima, Alexander Florez, Alexis Lescano, João V. O. Novaes, Natalia Martins, Caetano Traina Junior, 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)
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)
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) (2016)
Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa
Improving Multivariate Data Streams Clustering. ICCS (2016)
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)
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 (2016)
Christian Cesar Bones, Luciana A. S. Romani, Elaine P. M. de Sousa
Clustering Multivariate Climate Data Streamsusing Fractal Dimension. SBBD (2015)
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)
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)
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) (2013)
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)
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) (2011)
Alexander Ocsa, Elaine P. M. de Sousa
An Adaptive Multi-level Hashing Structure for Fast Approximate Similarity Search. J. Inf. Data Manag. 1 (3) (2010)
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)
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)
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)
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)
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) (2007)
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) (2006)
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)
Elaine P. M. de Sousa, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos
Evaluating the intrinsic dimension of evolving data streams. SAC (2006)
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)