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Renata M. C. R. Souza
Renata M. C. R. Souza
Professor de Ciência da Computação, Universidade Federal de Pernambuco
E-mail confirmado em cin.ufpe.br
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Clustering of interval data based on city–block distances
RMCR de Souza, FAT De Carvalho
Pattern Recognition Letters 25 (3), 353-365, 2004
2512004
Adaptive Hausdorff distances and dynamic clustering of symbolic interval data
FAT De Carvalho, RMCR De Souza, M Chavent, Y Lechevallier
Pattern Recognition Letters 27 (3), 167-179, 2006
2282006
Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization
TM Silva Filho, BA Pimentel, RMCR Souza, ALI Oliveira
Expert Systems with Applications 42 (17-18), 6315-6328, 2015
1282015
Interval symbolic feature extraction for thermography breast cancer detection
MC Araújo, RCF Lima, RMCR De Souza
Expert Systems with Applications 41 (15), 6728-6737, 2014
812014
Unsupervised pattern recognition models for mixed feature-type symbolic data
FAT de Carvalho, RMCR de Souza
Pattern Recognition Letters 31 (5), 430-443, 2010
592010
A robust method for linear regression of symbolic interval data
MAO Domingues, RMCR de Souza, FJA Cysneiros
Pattern Recognition Letters 31 (13), 1991-1996, 2010
582010
A multivariate fuzzy c-means method
BA Pimentel, RMCR De Souza
Applied Soft Computing 13 (4), 1592-1607, 2013
552013
A weighted multivariate Fuzzy C-Means method in interval-valued scientific production data
BA Pimentel, RMCR de Souza
Expert Systems with Applications 41 (7), 3223-3236, 2014
482014
Qualidade de vida, Saúde e Política Pública de Idosos no Brasil: uma reflexão teórica
RM Moreira, CES Santos, ES Couto, JRB Teixeira, RMMM Souza
Rev. Kairós, 27-38, 2013
482013
Robust regression with application to symbolic interval data
RAA Fagundes, RMCR De Souza, FJA Cysneiros
Engineering Applications of Artificial Intelligence 26 (1), 564-573, 2013
392013
Logistic regression-based pattern classifiers for symbolic interval data
RMCR de Souza, DCF Queiroz, FJA Cysneiros
Pattern Analysis and Applications 14 (3), 273-282, 2011
372011
Statistical proximity functions of boolean symbolic objects based on histograms
FAT de Carvalho, RMCR de Souza
Advances in data science and classification, 391-396, 1998
341998
Multivariate fuzzy c-means algorithms with weighting
BA Pimentel, RMCR de Souza
Neurocomputing 174, 946-965, 2016
302016
Fuzzy Kohonen clustering networks for interval data
CWD De Almeida, RMCR De Souza, ALB Candeias
Neurocomputing 99, 65-75, 2013
302013
Texture classification based on co-occurrence matrix and self-organizing map
CWD de Almeida, RMCR de Souza, ALB Candeias
2010 IEEE International Conference on Systems, Man and Cybernetics, 2487-2491, 2010
302010
Interval kernel regression
RAA Fagundes, RMCR De Souza, FJA Cysneiros
Neurocomputing 128, 371-388, 2014
292014
New metrics for constrained Boolean symbolic objects
FAT De Carvalho, R Souza
Proc. KESDA 98, 1998
291998
A parametrized approach for linear regression of interval data
LC Souza, RMCR Souza, GJA Amaral, TM Silva Filho
Knowledge-Based Systems 131, 149-159, 2017
272017
Myracrodruon urundeuva bark: an antimicrobial, antioxidant and non-cytotoxic agent
LCN da Silva, APC Pereira, RM de Souza, CA da Silva Junior, ...
Journal of Medicinal Plants Research 7 (8), 413-418, 2013
232013
Dynamic cluster methods for interval data based on Mahalanobis distances
RM Souza, F AT de Carvalho, CP Tenório, Y Lechevallier
Classification, Clustering, and Data Mining Applications, 351-360, 2004
232004
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