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Lucas C. Ribas

Electrochemical and optical detection and machine learning applied to images of genosensors for diagnosis of prostate cancer with the biomarker PCA3
2020 · Valquiria C. Rodrigues, Juliana C. Soares, et al. · Talanta · 86
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Social interaction layers in complex networks for the dynamical epidemic modeling of COVID-19 in Brazil
2020 · Leonardo F.S. Scabini, Lucas C. Ribas, et al. · Physica A Statistical Mechanics and its Applications · 79
Detection of a SARS-CoV-2 sequence with genosensors using data analysis based on information visualization and machine learning techniques
2021 · Juliana Coatrini Soares, Andrey Coatrini Soares, et al. · Materials Chemistry Frontiers · 49
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A complex network based approach for knee Osteoarthritis detection: Data from the Osteoarthritis initiative
2021 · Lucas C. Ribas, Rabia Riad, et al. · Biomedical Signal Processing and Control · 47
A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis
2025 · Leonardo Scabini, Andre Sacilotti, et al. · Journal of Imaging · 46
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RADAM: Texture recognition through randomized aggregated encoding of deep activation maps
2023 · Leonardo Scabini, Kallil M. Zielinski, et al. · Pattern Recognition · 43
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Fusion of complex networks and randomized neural networks for texture analysis
2020 · Lucas C. Ribas, Jarbas Joaci de Mesquita Sá Junior, et al. · Pattern Recognition · 35
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Conditional Generative Adversarial Networks and Deep Learning Data Augmentation: A Multi-Perspective Data-Driven Survey Across Multiple Application Fields and Classification Architectures
2025 · Lucas C. Ribas, Wallace Casaca, et al. · AI · 30
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Spatio-spectral networks for color-texture analysis
2019 · Leonardo F.S. Scabini, Lucas C. Ribas, et al. · Information Sciences · 23
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Randomized neural network based signature for dynamic texture classification
2019 · Jarbas Joaci de Mesquita Sá Junior, Lucas Correia Ribas, et al. · Expert Systems with Applications · 22
Distance transform network for shape analysis
2018 · Lucas Correia Ribas, Mariane Barros Neiva, et al. · Information Sciences · 21
Dynamic texture analysis with diffusion in networks
2019 · Lucas C. Ribas, Wesley N. Gonçalves, et al. · Digital Signal Processing · 20
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Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion
2025 · Kallil M. Zielinski, Leonardo Scabini, et al. · Computers and Electronics in Agriculture · 16
Life-Like Network Automata descriptor based on binary patterns for network classification
2019 · Lucas C. Ribas, Jeaneth Machicao, et al. · Information Sciences · 15
Cellular automata rule characterization and classification using texture descriptors
2018 · Jeaneth Machicao, Lucas C. Ribas, et al. · Physica A Statistical Mechanics and its Applications · 14
Fractal dimension of maximum response filters applied to texture analysis
2015 · Lucas Correia Ribas, Diogo Nunes Gonçalves, et al. · Pattern Recognition Letters · 14
Color-texture classification based on spatio-spectral complex network representations
2024 · Lucas C. Ribas, Leonardo F.S. Scabini, et al. · Physica A Statistical Mechanics and its Applications · 13
Learning graph representation with Randomized Neural Network for dynamic texture classification
2021 · Lucas C. Ribas, Jarbas Joaci de Mesquita Sá Junior, et al. · Applied Soft Computing · 13
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A network classification method based on density time evolution patterns extracted from network automata
2023 · Kallil M.C. Zielinski, Lucas C. Ribas, et al. · Pattern Recognition · 10
Learning a complex network representation for shape classification
2024 · Lucas C. Ribas, Odemir M. Bruno · Pattern Recognition · 9
Machine learning and image processing to monitor strain and tensile forces with mechanochromic sensors
2022 · Lucas D.C. de Castro, Leonardo Scabini, et al. · Expert Systems with Applications · 8
Evaluating Deep Convolutional Neural Networks as Texture Feature Extractors
2019 · Leonardo F. S. Scabini, Rayner H. M. Condori, et al. · Lecture notes in computer science · 7
Fractal dimension of bag-of-visual words
2018 · Lucas Correia Ribas, Diogo Nunes Gonçalves, et al. · Pattern Analysis and Applications · 7
Local complex features learned by randomized neural networks for texture analysis
2024 · Lucas C. Ribas, Leonardo F. S. Scabini, et al. · Pattern Analysis and Applications · 6
Complex Texture Features Learned by Applying Randomized Neural Network on Graphs
2022 · Kallil M. C. Zielinski, Lucas C. Ribas, et al. · International Conference on Image Processing Theory, Tools and Applications (IPTA) · 6
Works count: 67
Citation count: 676
H-index: 14
I10-index: 19
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