Elaine P. M. de Sousa

发表

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

Lucas Felipe Kunze, Thábata Amaral, Leonardo Mauro Pereira Moraes, 2018, ICEIS.

Clustering Multivariate Climate Data Streamsusing Fractal Dimension

Luciana A. S. Romani, Elaine P. M. de Sousa, Christian Cesar Bones, 2015, SBBD.

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

Agma J. M. Traina, Caetano Traina, Priscila P. Coltri, 2013, WWW.

Complex Network Tools to Understand the Behavior of Criminality in Urban Areas pdf

Caetano Traina, José F. Rodrigues, Bruno Brandoli Machado, 2016, ArXiv.

Finding Spatio-Temporal Patterns in Multidimensional Data Streams

Agma J. M. Traina, Priscila P. Coltri, Luciana A. S. Romani, 2013, J. Inf. Data Manag..

Effective shape-based retrieval and classification of mammograms

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2006, SAC '06.

A fast and effective method to find correlations among attributes in databases

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2007, Data Mining and Knowledge Discovery.

Clustering Multivariate Data Streams by Correlating Attributes using Fractal Dimension

Luciana A. S. Romani, Elaine P. M. de Sousa, Christian Cesar Bones, 2017, J. Inf. Data Manag..

Behavioral Characterization of Criminality Spread in Cities

Caetano Traina, José F. Rodrigues, Bruno Brandoli Machado, 2017, ICCS.

Biased box sampling - a density-biased sampling for clustering

Ana Paula Appel, Agma J. M. Traina, Caetano Traina, 2007, SAC '07.

Análise baseada em Fractais para Identificação de Mudanças de Tendências em Múltiplas Séries Climáticas

Agma J. M. Traina, Caetano Traina, Luciana A. S. Romani, 2010, SBBD.

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

Agma J. M. Traina, Caetano Traina, José F. Rodrigues, 2016, ICEIS.

Mining climate and remote sensing time series to improve monitoring of sugar cane fields

Caetano Traina, Marcela Xavier Ribeiro, Jurandir Zullo, 2011 .

The SITSMining Framework - A Data Mining Approach for Satellite Image Time Series

Agma J. M. Traina, Renata Ribeiro do Valle Gonçalves, Luciana A. S. Romani, 2014, ICEIS.

The Images and Data Bases Group at University of São Paulo

Cristina Dutra de Aguiar Ciferri, José Fernando Rodrigues, Agma J. M. Traina, 2013, J. Inf. Data Manag..

Agricultural monitoring using clustering techniques on satellite image time series of low spatial resolution

Renata Ribeiro do Valle Gonçalves, Jurandir Zullo, Elaine P. M. de Sousa, 2017, 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).

Efficient Discovery of Unusual Patterns in Time Series

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, New Gener. Comput..

Land use temporal analysis through clustering techniques on satellite image time series

Renata Ribeiro do Valle Gonçalves, Jurandir Zullo, Priscila P. Coltri, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Fractal-based Analysis to Identify Trend Changes in Multiple Climate Time Series

Agma J. M. Traina, Caetano Traina, Luciana A. S. Romani, 2011, J. Inf. Data Manag..

Correlation identification using the fractal theory

Elaine P. M. de Sousa, 2006 .

Computational framework to analyze agrometeorological, climate and remote sensing data: challenges and perspectives

Luciana A. S. Romani, Elaine P. M. de Sousa, Caetano Traina Junior, 2009 .

Measuring Evolving Data Streams’ Behavior through Their Intrinsic Dimension

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, New Generation Computing.

To be or not to be real: fractal analysis of data streams from a regional climate change model

Agma J. M. Traina, Priscila P. Coltri, Luciana A. S. Romani, 2012, SAC '12.

A Density-Biased Sampling Technique to Improve Cluster Representativeness

Ana Paula Appel, Agma J. M. Traina, Caetano Traina, 2007, PKDD.

A low-cost approach for effective shape-based retrieval and classification of medical images

Agma J. M. Traina, Caetano Traina, Joaquim Cezar Felipe, 2005, Seventh IEEE International Symposium on Multimedia (ISM'05).

Evaluating the intrinsic dimension of evolving data streams

Christos Faloutsos, Agma J. M. Traina, Caetano Traina, 2006, SAC '06.

Improving Multivariate Data Streams Clustering

Luciana A. S. Romani, Elaine P. M. de Sousa, Christian Cesar Bones, 2016, ICCS.

An Adaptive Multi-level Hashing Structure for Fast Approximate Similarity Search

Elaine P. M. de Sousa, Alexander Ocsa, Alexander Ocsa, 2010, J. Inf. Data Manag..

Software Architecture Relevance in Open Source Software Evolution: A Case Study

Elisa Yumi Nakagawa, José Carlos Maldonado, Elaine P. M. de Sousa, 2008, 2008 32nd Annual IEEE International Computer Software and Applications Conference.

Tracking the Intrinsic Dimension of Evolving Data Streams to Update Association Rules

Agma J. M. Traina, Elaine P. M. de Sousa, A. Traina, 2006 .

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

Elaine P. M. de Sousa, C. Traina, R. Cordeiro, 2020, J. Inf. Data Manag..