Elaine P M de Sousa
Elaine P M de Sousa
University of São Paulo at São Carlos - Brazil
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A fast and effective method to find correlations among attributes in databases
EPM de Sousa, C Traina, AJM Traina, L Wu, C Faloutsos
Data Mining and Knowledge Discovery 14 (3), 367-407, 2007
How to use fractal dimension to find correlations between attributes
EPM de Sousa, C Traina, A Traina, C Faloutsos
Proc. KDD-Workshop on Fractals and Self-similarity in Data Mining: Issues …, 2002
Software architecture relevance in open source software evolution: a case study
EY Nakagawa, EPM de Sousa, K de Brito Murata, G de Faria Andery, ...
Computer Software and Applications, 2008. COMPSAC'08. 32nd Annual IEEE …, 2008
Effective shape-based retrieval and classification of mammograms
JC Felipe, MX Ribeiro, EPM Sousa, AJM Traina, CJ Traina
Proceedings of the 2006 ACM symposium on Applied computing, 250-255, 2006
Measuring evolving data streams’ behavior through their intrinsic dimension
EPM de Sousa, AJM Traina, C Traina, C Faloutsos
New Generation Computing 25 (1), 33-60, 2006
Fractal-based analysis to identify trend changes in multiple climate time series.
SA Nunes, LAS Romani, AMH Avila, C Traina Junior, EPM de Sousa, ...
Journal of Information and Data Management, Belo Horizonte, v. 2, n. 1, p …, 2011
Clustering analysis applied to NDVI/NOAA multitemporal images to improve the monitoring process of sugarcane crops
LAS Romani, RRV Gonçalves, BF Amaral, DYT Chino, J Zullo, C Traina, ...
2011 6th International Workshop on the Analysis of Multi-temporal Remote …, 2011
Using fractals in data mining
C Traina, EPM Sousa, AJM Traina
New Generation of Data Mining Applications 1, 599-630, 2005
Evaluating the intrinsic dimension of evolving data streams
EPM De Sousa, AJM Traina, CJ Traina, C Faloutsos
Proceedings of the 2006 ACM symposium on Applied computing, 643-648, 2006
A low-cost approach for effective shape-based retrieval and classification of medical images
JC Felipe, JB Olioti, AJM Traina, MX Ribeiro, EPM Sousa, C Traina
Seventh IEEE International Symposium on Multimedia (ISM'05), 6 pp., 2005
Analysis of large scale climate data: how well climate change models and data from real sensor networks agree?
SA Nunes, LAS Romani, AMH Avila, PP Coltri, C Traina Jr, RLF Cordeiro, ...
Proceedings of the 22nd International Conference on World Wide Web, 517-526, 2013
Identificação de correlações usando a Teoria dos Fractais
EPM Sousa
Universidade de São Paulo, 2006
Behavioral Characterization of Criminality Spread in Cities
G Spadon, LC Scabora, PH Oliveira, MVS Araujo, BB Machado, ...
Procedia Computer Science 108, 2537-2541, 2017
On the Support of a Similarity-enabled Relational Database Management System in Civilian Crisis Situations.
PH Oliveira, AC Fraideinberze, NA Laverde, H Gualdron, AS Gonzaga, ...
ICEIS (1), 119-126, 2016
Land use temporal analysis through clustering techniques on satellite image time series
RRV Gonçalves, J Zullo, BFD Amaral, PP Coltri, EPM Sousa, LAS Romani
2014 IEEE Geoscience and Remote Sensing Symposium, 2173-2176, 2014
A density-biased sampling technique to improve cluster representativeness
A Appel, A Paterlini, E de Sousa, A Traina, C Traina
Knowledge Discovery in Databases: PKDD 2007, 366-373, 2007
Classification abstraction: An intrinsic element in database systems
E Machado, C Traina, M Araujo
Advances in Information Systems, 57-70, 2000
Improving multivariate data streams clustering
CC Bones, LAS Romani, EPM de Sousa
Procedia Computer Science 80, 461-471, 2016
Employing fractal dimension to analyse climate and remote sensing data streams
LAS Romani, EPM Sousa, MX Ribeiro, J Zullo Junior, C Traina Junior, ...
[Proceedings], 2009
An adaptive multi-level hashing structure for fast approximate similarity search
A Ocsa, EPM de Sousa
Journal of Information and Data Management 1 (3), 359-359, 2010
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