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Leonardo F. S. Scabini
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Electrochemical and optical detection and machine learning applied to images of genosensors for diagnosis of prostate cancer with the biomarker PCA3
VC Rodrigues, JC Soares, AC Soares, DC Braz, ME Melendez, LC Ribas, ...
Talanta 222, 121444, 2021
262021
Social interaction layers in complex networks for the dynamical epidemic modeling of COVID-19 in Brazil
LFS Scabini, LC Ribas, MB Neiva, AGB Junior, AJF Farfán, OM Bruno
Physica A: Statistical Mechanics and its Applications 564, 125498, 2021
232021
Multilayer complex network descriptors for color–texture characterization
LFS Scabini, RHM Condori, WN Gonçalves, OM Bruno
Information Sciences 491, 30-47, 2019
172019
Texture analysis by bag-of-visual-words of complex networks
LFS Scabini, WN Gonçalves, AA Castro
Iberoamerican Congress on Pattern Recognition, 485-492, 2015
162015
Fusion of complex networks and randomized neural networks for texture analysis
LC Ribas, JJMS Junior, LFS Scabini, OM Bruno
Pattern Recognition 103, 107189, 2020
122020
Angular descriptors of complex networks: A novel approach for boundary shape analysis
LFS Scabini, DO Fistarol, SV Cantero, WN Gonçalves, BB Machado, ...
Expert Systems with Applications 89, 362-373, 2017
122017
Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques
JC Soares, AC Soares, VC Rodrigues, PRA Oiticica, ...
Materials Chemistry Frontiers 5 (15), 5658-5670, 2021
92021
Cellular automata rule characterization and classification using texture descriptors
J Machicao, LC Ribas, LFS Scabini, OM Bruno
Physica A: Statistical Mechanics and its Applications 497, 109-117, 2018
92018
Importance of vertices in complex networks applied to texture analysis
SVAB Cantero, DN Gonçalves, LF dos Santos Scabini, WN Gonçalves
IEEE transactions on cybernetics 50 (2), 777-786, 2018
72018
A complex network approach for nanoparticle agglomeration analysis in nanoscale images
BB Machado, LF Scabini, JP Margarido Orue, MS de Arruda, ...
Journal of Nanoparticle Research 19 (2), 1-11, 2017
52017
Spatio-spectral networks for color-texture analysis
LFS Scabini, LC Ribas, OM Bruno
Information Sciences 515, 64-79, 2020
42020
Evaluating deep convolutional neural networks as texture feature extractors
LFS Scabini, RHM Condori, LC Ribas, OM Bruno
International Conference on Image Analysis and Processing, 192-202, 2019
32019
Structure and Performance of Fully Connected Neural Networks: Emerging Complex Network Properties
LFS Scabini, OM Bruno
arXiv preprint arXiv:2107.14062, 2021
12021
Learning Local Complex Features using Randomized Neural Networks for Texture Analysis
LC Ribas, LFS Scabini, JJMS Junior, OM Bruno
arXiv preprint arXiv:2007.05643, 2020
12020
Nerds da fronteira-f180 team description paper
JPM Oruê, R de Carvalho Gomes, SVAB Cantero, WN Gonçalves
12015
A complex network approach for fish species recognition based on otolith shape
LC Ribas, L Scabini, OM Bruno
2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022
2022
Complex Texture Features Learned by Applying Randomized Neural Network on Graphs
KMC Zielinski, LC Ribas, LFS Scabini, OM Bruno
2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022
2022
Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification
L Scabini, L Ribas, E Ribeiro, O Bruno
International Conference on Network Science, 54-66, 2022
2022
Structure and functioning of neural networks: the complex network properties of artificial neurons
L SCABINI, OM BRUNO
XI Semana Integrada do Instituto de Física de São Carlos, 246, 2021
2021
Artificial neural networks and complex networks: an integra-tive study of topological properties and pattern recognition
L SCABINI, OM BRUNO
X Semana Integrada do Instituto de Física de São Carlos 515, 203, 2020
2020
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