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ORCIDLeonardo Henrique Da Costa Longo
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- affiliation: São Paulo State University, São José do Rio Preto, Brazil
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Journal Articles
- 2024
[j5]Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto
, Thaína A. A. Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Classification of Multiple H&E Images via an Ensemble Computational Scheme. Entropy 26(1): 34 (2024)- [j4]João Manoel Cardoso Martinez, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento:
Exploring DeepDream and XAI Representations for Classifying Histological Images. SN Comput. Sci. 5(4): 362 (2024) - 2022
- [j3]Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento:
Percolation Features: An approach for evaluating fractal properties in colour images. Softw. Impacts 14: 100387 (2022) - 2021
- [j2]Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Leonardo C. Longo, Adriano Barbosa-Silva, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento:
A Hermite polynomial algorithm for detection of lesions in lymphoma images. Pattern Anal. Appl. 24(2): 523-535 (2021) - 2017
- [j1]Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria:
Features based on the percolation theory for quantification of non-Hodgkin lymphomas. Comput. Biol. Medicine 91: 135-147 (2017)
Conference and Workshop Papers
- 2023
- [c7]Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS 2023: 495-500 - [c6]Leandro Alves Neves, João Manuel Cardoso Martinez, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo:
Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) 2023: 354-364 - 2022
- [c5]Leonardo Henrique Da Costa Longo, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Luiz Fernando Segato dos Santos, Guilherme Freire Roberto, Leandro Alves Neves:
Ensembles of fractal descriptors with multiple deep learned features for classification of histological images. IWSSIP 2022: 1-4 - [c4]Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo Henrique Da Costa Longo, Leandro Alves Neves:
Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images. IWSSIP 2022: 1-4 - [c3]Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Adriano Barbosa-Silva, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves:
Classification of H&E images exploring ensemble learning with two-stage feature selection. IWSSIP 2022: 1-4 - [c2]Danilo Cesar Pereira, Leonardo C. Longo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano Barbosa-Silva, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento:
Classification of lymphomas images with polynomial strategy: An application with Ridge regularization. SIBGRAPI 2022: 258-263 - 2019
- [c1]Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Daniel O. Tambasco Bruno, Leonardo C. Longo, Marcelo Zanchetta do Nascimento:
Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. CIARP 2019: 262-271
Coauthor Index
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