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Marcelo Gattass
Marcelo Gattass
Professor of Computer Science, PUC-Rio
Verified email at tecgraf.puc-rio.br - Homepage
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Cited by
Cited by
Year
TerraLib: Technology in support of GIS innovation
G Camara, R Souza, B Pedrosa, L Vinhas, AMV Monteiro, J Paiva, ...
II Workshop Brasileiro de Geoinformática, GeoInfo2000 2, 1-8, 2000
1472000
Detection of masses in mammogram images using CNN, geostatistic functions and SVM
WB Sampaio, EM Diniz, AC Silva, AC De Paiva, M Gattass
Computers in biology and medicine 41 (8), 653-664, 2011
1432011
Convolutional neural network-based PSO for lung nodule false positive reduction on CT images
GLF da Silva, TLA Valente, AC Silva, AC de Paiva, M Gattass
Computer methods and programs in biomedicine 162, 109-118, 2018
1392018
Detection of masses in digital mammograms using K-means and support vector machine
L de Oliveira Martins, GB Junior, AC Silva, AC de Paiva, M Gattass
ELCVIA Electronic Letters on Computer Vision and Image Analysis 8 (2), 39-50, 2009
1292009
Automatic segmentation of lung nodules with growing neural gas and support vector machine
SMB Netto, AC Silva, RA Nunes, M Gattass
Computers in biology and medicine 42 (11), 1110-1121, 2012
1122012
Automatic detection of solitary lung nodules using quality threshold clustering, genetic algorithm and diversity index
AO de Carvalho Filho, WB de Sampaio, AC Silva, AC de Paiva, RA Nunes, ...
Artificial intelligence in medicine 60 (3), 165-177, 2014
1082014
Automatic detection of small lung nodules in 3D CT data using Gaussian mixture models, Tsallis entropy and SVM
AM Santos, AO de Carvalho Filho, AC Silva, AC De Paiva, RA Nunes, ...
Engineering applications of artificial intelligence 36, 27-39, 2014
992014
Seismic fault detection in real data using transfer learning from a convolutional neural network pre-trained with synthetic seismic data
A Cunha, A Pochet, H Lopes, M Gattass
Computers & Geosciences 135, 104344, 2020
902020
Classification of breast regions as mass and non-mass based on digital mammograms using taxonomic indexes and SVM
FSS de Oliveira, AO de Carvalho Filho, AC Silva, AC de Paiva, M Gattass
Computers in biology and medicine 57, 42-53, 2015
852015
Node and element resequencing using the laplacian of a finite element graph: part I—general concepts and algorithm
GH Paulino, IFM Menezes, M Gattass, S Mukherjee
International Journal for Numerical Methods in Engineering 37 (9), 1511-1530, 1994
731994
Lung nodules diagnosis based on evolutionary convolutional neural network
GLF da Silva, OP da Silva Neto, AC Silva, AC de Paiva, M Gattass
Multimedia Tools and Applications 76 (18), 19039-19055, 2017
662017
Natural approach for geometric non‐linear analysis of thin‐walled frames
A Conci, M Gattass
International Journal for Numerical Methods in Engineering 30 (2), 207-231, 1990
641990
Intersecting and trimming parametric meshes on finite element shells
LCG Coelho, M Gattass, LH De Figueiredo
International Journal for Numerical Methods in Engineering 47 (4), 777-800, 2000
622000
Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks
JOB Diniz, PHB Diniz, TLA Valente, AC Silva, AC de Paiva, M Gattass
Computer methods and programs in biomedicine 156, 191-207, 2018
602018
Lung nodule classification using artificial crawlers, directional texture and support vector machine
BR Froz, AO de Carvalho Filho, AC Silva, AC de Paiva, RA Nunes, ...
Expert Systems with Applications 69, 176-188, 2017
602017
Automatic embryonic stem cells detection and counting method in fluorescence microscopy images
GM Faustino, M Gattass, S Rehen, CJP de Lucena
2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2009
602009
Equilibrium considerations of the updated Lagrangian formulation of beam‐columns with natural concepts
M Gattass, JF Abel
International Journal for Numerical Methods in Engineering 24 (11), 2119-2141, 1987
571987
Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma
MV dos Santos Ferreira, AO de Carvalho Filho, AD de Sousa, AC Silva, ...
Expert Systems with Applications 110, 250-263, 2018
522018
Seismic fault detection using convolutional neural networks trained on synthetic poststacked amplitude maps
A Pochet, PHB Diniz, H Lopes, M Gattass
IEEE Geoscience and Remote Sensing Letters 16 (3), 352-356, 2018
502018
Detection of breast masses in mammogram images using growing neural gas algorithm and Ripley’s K function
L de Oliveira Martins, AC Silva, AC De Paiva, M Gattass
Journal of Signal Processing Systems 55 (1), 77-90, 2009
502009
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Articles 1–20