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1

An ensemble of learned features and reshaping of fractal ge..:

Roberto, Guilherme Freire ; Neves, Leandro Alves ; Lumini, Alessandra..
Pattern Analysis and Applications. 27 (2024) 1 - p. , 2024

Link: https://doi.org/10.1007/..

2

Investigating the Performance of Various Deep Neural Networ..:

Faria, Matheus Prado Prandini ; Julia, Etienne Silva ; Nascimento, Marcelo Zanchetta do.
Proceedings of the ACM on Computer Graphics and Interactive Techniques. 5 (2022) 1 - p. 1-17 , 2022

Link: https://doi.org/10.1145/..

3

Multidimensional shannon entropy (HM) as an approach to cla..:

, In: 2022 29th International Conference on Systems, Signals and Image Processing (IWSSIP),

Santos, Luiz Fernando Segato Dos ; Rozendo, Guilherme Botazzo ; Nascimento, Marcelo Zanchetta Do... - p. 1-4 , 2022

Link: https://doi.org/10.1109/..

4

Multidimensional and multiscale Higuchi dimension for the a..:

, In: 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),

Tenguam, Jaqueline Junko ; Rozendo, Guilherme Botazzo ; Roberto, Guilherme Freire... - p. 2833-2839 , 2020

Link: https://doi.org/10.1109/..

5

Computational method for unsupervised segmentation of lymph..:

Azevedo Tosta, Thaína A. ; Faria, Paulo Rogério ; Alves Neves, Leandro.
Expert Systems with Applications. 81 (2017) - p. 223-243 , 2017

Link: https://doi.org/10.1016/..

6

Classification of masses in mammographic image using wavele..:

Nascimento, Marcelo Zanchetta do ; Martins, Alessandro Santana ; Neves, Leandro Alves...
Expert Systems with Applications. 40 (2013) 15 - p. 6213-6221 , 2013

Link: https://doi.org/10.1016/..

7

Texture extraction: An evaluation of ridgelet, wavelet and ..:

Ramos, Rodrigo Pereira ; Nascimento, Marcelo Zanchetta do ; Pereira, Danilo Cesar
Expert Systems with Applications. 39 (2012) 12 - p. 11036-11047 , 2012

Link: https://doi.org/10.1016/..

8

Exploring DeepDream and XAI Representations for Classifying..:

Martinez, João Manoel Cardoso ; Neves, Leandro Alves ; Longo, Leonardo Henrique da Costa...
SN Computer Science. 5 (2024) 4 - p. , 2024

Link: https://doi.org/10.1007/..

9

Evaluation of sparsity metrics and evolutionary algorithms ..:

Tosta, Thaína A. Azevedo ; de Faria, Paulo Rogério ; Neves, Leandro Alves...
Pattern Analysis and Applications. 27 (2024) 1 - p. , 2024

Link: https://doi.org/10.1007/..

10

Higuchi Fractal Dimension with a multidimensional approach ..:

Tenguam, Jaqueline Junko ; da Costa Longo, Leonardo H. ; Roberto, Guilherme Freire...
Software Impacts. , 2024

Link: https://doi.org/10.1016/..

11

A stain color normalization with robust dictionary learning..:

Tosta, Thaína A. Azevedo ; Freitas, André Dias ; de Faria, Paulo Rogério...
Biomedical Signal Processing and Control. 85 (2023) - p. 104978 , 2023

Link: https://doi.org/10.1016/..

12

Percolation Images: Fractal Geometry Features for Brain Tum..:

, In: Advances in Neurobiology; The Fractal Geometry of the Brain,

Lumini, Alessandra ; Roberto, Guilherme Freire ; Neves, Leandro Alves.. - p. 557-570 , 2023

Link: https://doi.org/10.1007/..

13

Weeds Classification with Deep Learning: An Investigation U..:

, In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications; Lecture Notes in Computer Science,

Rozendo, Guilherme Botazzo ; Roberto, Guilherme Freire ; do Nascimento, Marcelo Zanchetta.. - p. 229-243 , 2023

Link: https://doi.org/10.1007/..

14

Analysis of neural networks trained with evolutionary algor..:

Miguel, João Pedro Miranda ; Neves, Leandro Alves ; Martins, Alessandro Santana..
Expert Systems with Applications. 231 (2023) - p. 120609 , 2023

Link: https://doi.org/10.1016/..

15

Classification of non-Hodgkin lymphomas based on sample ent..:

Rozendo, Guilherme Botazzo ; do Nascimento, Marcelo Zanchetta ; Roberto, Guilherme Freire...
Expert Systems with Applications. 202 (2022) - p. 117238 , 2022

Link: https://doi.org/10.1016/..

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