Leandro Alves Neves

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 63

Top Topics

Convolutional Neural Network

Histological Images

Top Venues

Expert Syst. Appl.

Publications

Cléber I. De Oliveira, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier. Multim. Tools Appl. 83 (8) (2024)
Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. 27 (1) (2024)
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) (2024)
João Rafael Gregório, Adriano Mauro Cansian, Leandro Alves Neves, Denis Henrique Pinheiro Salvadeo
Deep Convolutional Neural Network and Character Level Embedding for DGA Detection. ICEIS (2) (2024)
Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) (2024)
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) (2024)
Thales R. S. Lopes, Guilherme Freire Roberto, Carlos Soares, Thaína A. A. Tosta, Adriano Barbosa-Silva, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images. VISIGRAPP (2): VISAPP (2024)
Vitor B. L. Fernandes, Adriano Barbosa-Silva, Danilo Cesar Pereira, Sérgio V. Cardoso, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. VISIGRAPP (3): VISAPP (2024)
Pedro Lucas Miguel, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano Mauro Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) (2024)
Rafael H. de O. Carvalho, Adriano Barbosa-Silva, Alessandro Santana Martins, Sérgio V. Cardoso, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano M. Loyola, Thaína A. A. Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. VISIGRAPP (3): VISAPP (2024)
Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. Pattern Anal. Appl. 27 (1) (2024)
João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. Expert Syst. Appl. 231 (2023)
Adriano Barbosa-Silva, Guilherme Botazzo Rozendo, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Alessandra Lumini, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS (2023)
Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini
Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP (2023)
Guilherme Freire Roberto, Danilo Cesar Pereira, Alessandro Santana Martins, Thaína A. A. Tosta, Carlos Soares, Alessandra Lumini, Guilherme Botazzo Rozendo, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP (2023)
Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
A stain color normalization with robust dictionary learning for breast cancer histological images processing. Biomed. Signal Process. Control. 85 (2023)
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)
Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo, Giuliano Cardozo Medalha, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. ICEIS (1) (2023)
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)
Adriano Barbosa-Silva, Alessandro Santana Martins, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves, João Paulo Silva Servato, Marcelo Sivieri de Araújo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections. Expert Syst. Appl. 193 (2022)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Sample Entropy Signatures: A new way to interpret SampEn values. Softw. Impacts 13 (2022)
Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo C. Pereira, Thaína A. A. Tosta, Alessandro Santana Martins, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading. SIBGRAPI (2022)
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)
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)
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)
Guilherme Freire Roberto, Leandro Alves Neves, Leonardo Henrique Da Costa Longo, Guilherme Botazzo Rozendo, Thaina 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 (2022)
Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Thaina 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)
Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Classification of non-Hodgkin lymphomas based on sample entropy signatures. Expert Syst. Appl. 202 (2022)
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) (2021)
Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. Expert Syst. Appl. 166 (2021)
Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
Analysis of cancer in histological images: employing an approach based on genetic algorithm. Pattern Anal. Appl. 24 (2) (2021)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Evaluation of statistical and Haralick texture features for lymphoma histological images classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (6) (2021)
David Candelero, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo, Leandro Alves Neves
Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images. BIBM (2020)
Carlos Roberto Valêncio, José Carlos De Freitas, Rogéria Cristiane Gratão de Souza, Leandro Alves Neves, Geraldo Francisco Donegá Zafalon, Angelo Cesar Colombini, William Tenório
Analysing research collaboration through co-authorship networks in a big data environment: an efficient parallel approach. Int. J. Comput. Sci. Eng. 21 (3) (2020)
Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. IWSSIP (2020)
Adriano Barbosa-Silva, Dalí F. D. dos Santos, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves, Bruno A. N. Travençolo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization. BIBM (2020)
Jaqueline Junko Tenguam, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves
Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images. BIBM (2020)
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)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, João Paulo Silva Servato, Leandro Alves Neves, Guilherme Freire Roberto, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
Unsupervised method for normalization of hematoxylin-eosin stain in histological images. Comput. Medical Imaging Graph. 77 (2019)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Color normalization of faded H&E-stained histological images using spectral matching. Comput. Biol. Medicine 111 (2019)
Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves
Classification of breast and colorectal tumors based on percolation of color normalized images. Comput. Graph. 84 (2019)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Computational normalization of H&E-stained histological images: Progress, challenges and future potential. Artif. Intell. Medicine 95 (2019)
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Alessandro Santana Martins, Thaina Aparecida Azevedo Tosta
Classification of colorectal cancer based on the association of multidimensional and multiresolution features. Expert Syst. Appl. 120 (2019)
Daniela F. Taino, Matheus Gonçalves Ribeiro, Guilherme Freire Roberto, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. CIARP (2019)
Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. CIARP (2019)
Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaina Aparecida Azevedo Tosta, Leandro Alves Neves
Lymphoma images analysis using morphological and non-morphological descriptors for classification. Comput. Methods Programs Biomed. 163 (2018)
Leandro Alves Neves, José Marcio Machado, Julio Cesar Momente, Geraldo F. D. Zafalon, Álvaro Magri Nogueira da Cruz, Marcelo Zanchetta do Nascimento, Carlos Roberto Valêncio
Exploring Mesh Generation and Quality Enhancement with Open Source Codes. J. Comput. Sci. 14 (7) (2018)
Matheus Gonçalves Ribeiro, Leandro Alves Neves, Guilherme Freire Roberto, Thaina Aparecida Azevedo Tosta, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images. SIBGRAPI (2018)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm. EvoApplications (2018)
Anderson Rici Amorim, Leandro Alves Neves, Carlos Roberto Valêncio, Guilherme Freire Roberto, Geraldo Francisco Donegá Zafalon
An approach for COFFEE objective function to global DNA multiple sequence alignment. Comput. Biol. Chem. 75 (2018)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Valério Ramos Batista, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Using wavelet sub-band and fuzzy 2-partition entropy to segment chronic lymphocytic leukemia images. Appl. Soft Comput. 64 (2018)
Luiz Fernando Segato dos Santos, Leandro Alves Neves, Guilherme Botazzo Rozendo, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Thaina Aparecida Azevedo Tosta
Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer. Comput. Biol. Medicine 103 (2018)
Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaina 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 (2017)
Rodrigo G. Martins, Alessandro Santana Martins, Leandro Alves Neves, Luciano Vieira Lima, Edna Lúcia Flôres, Marcelo Zanchetta do Nascimento
Exploring polynomial classifier to predict match results in football championships. Expert Syst. Appl. 83 (2017)
Carlos Roberto Valêncio, José Carlos De Freitas, Rogéria Cristiane Gratão de Souza, Leandro Alves Neves, Geraldo Francisco Donegá Zafalon, Angelo Cesar Colombini, William Tenório
An Efficient Parallel Optimization for Co-Authorship Network Analysis. PDCAT (2017)
Thaina Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
Computational method for unsupervised segmentation of lymphoma histological images based on fuzzy 3-partition entropy and genetic algorithm. Expert Syst. Appl. 81 (2017)
Thaina Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Paulo Rogério de Faria, Leandro Alves Neves
Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images. CBMS (2017)
Daniel O. Tambasco Bruno, Marcelo Zanchetta do Nascimento, Rodrigo Pereira Ramos, Valério Ramos Batista, Leandro Alves Neves, Alessandro Santana Martins
LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues. Expert Syst. Appl. 55 (2016)
Anderson Rici Amorim, Joao Matheus Verdadeiro Visotaky, Allan De Godoi Contessoto, Leandro Alves Neves, Rogéria Cristiane Gratão de Souza, Carlos Roberto Valêncio, Geraldo Francisco Donegá Zafalon
Performance Improvement of Genetic Algorithm for Multiple Sequence Alignment. PDCAT (2016)
Carlos Roberto Valêncio, Paulo Scarpelini Neto, Leandro Alves Neves, Geraldo Francisco Donegá Zafalon, Rogéria Cristiane Gratão de Souza, Angelo Cesar Colombini
A Configurable Strategy for Extraction, Transformation and Load to Support Data Propagation on Active Data Warehouses. PDCAT (2016)
Renan Nespolo, Leandro Alves Neves, Guilherme Freire Roberto, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Adriano M. Cansian
Method Based on Triangulation for Sensor Deployment on 3D Surfaces. SIBGRAPI (2016)
Carlos Roberto Valêncio, Camila Alves de Medeiros, Leandro Alves Neves, Geraldo Francisco Donegá Zafalon, Rogéria Cristiane Gratão de Souza, Angelo Cesar Colombini
CHSMST+: An Algorithm for Spatial Clustering. PDCAT (2016)
Leandro Alves Neves, Eduardo Pavarino, Andre Felipe Cintra, Geraldo Francisco Donegá Zafalon, Marcelo Zanchetta do Nascimento, Carlos Roberto Valêncio
Tetrahedral Mesh Segmentation Based on Quality Criteria. PDCAT (2016)
Leandro Alves Neves, Eduardo Pavarino, M. P. Souza, Carlos Roberto Valêncio, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaina Tosta
Multiscale Tetrahedral Meshes for FEM Simulations of Esophageal Injury. CBMS (2015)
Carlos Roberto Valêncio, Diogo Lemos Guimaraes, Geraldo F. D. Zafalon, Leandro Alves Neves, Angelo Cesar Colombini
OntoSDM: An Approach to Improve Quality on Spatial Data Mining Algorithms. SOFSEM (2015)
Thaina Aparecida Azevedo Tosta, Andressa Finzi de Abreu, Bruno Augusto Nassif Travençolo, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
Unsupervised Segmentation of Leukocytes Images Using Thresholding Neighborhood Valley-Emphasis. CBMS (2015)
Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Domingos Lucas Latorre de Oliveira, Alessandro Santana Martins, Moacir Fernandes de Godoy, Pedro Francisco Ferraz de Arruda, Dalisio de Santi Neto, José Marcio Machado
Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer. Expert Syst. Appl. 41 (11) (2014)
Eduardo Pavarino, Leandro Alves Neves, José Marcio Machado, Moacir Fernandes de Godoy, Y. Shiyou, Julio Cesar Momente, Geraldo F. D. Zafalon, Alex R. Pinto, Carlos Roberto Valêncio
Free Tools and Strategies for the Generation of 3D Finite Element Meshes: Modeling of the Cardiac Structures. Int. J. Biomed. Imaging 2013 (2013)
Carlos Roberto Valêncio, Fabio Renato de Almeida, José Marcio Machado, Angelo Cesar Colombini, Leandro Alves Neves, Rogéria Cristiane Gratão de Souza
The Storage System for a Multimedia Data Manager Kernel. PDCAT (2013)
Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves, Rodrigo Pereira Ramos, Edna Lúcia Flôres, Gilberto Arantes Carrijo
Classification of masses in mammographic image using wavelet domain features and polynomial classifier. Expert Syst. Appl. 40 (15) (2013)
Domingos Lucas Latorre de Oliveira, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Moacir Fernandes de Godoy, Pedro Francisco Ferraz de Arruda, Dalisio de Santi Neto
Unsupervised segmentation method for cuboidal cell nuclei in histological prostate images based on minimum cross entropy. Expert Syst. Appl. 40 (18) (2013)