Marcelo Zanchetta do Nascimento

104 papers B 11C 8Journal 54Unranked 30

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Computational Approach for Generative Modeling and Supervised Classification: Comparative Evaluation of GAN and Diffusion Models for Histological Data Augmentation. VISAPP (1) Bianca Lançoni de Oliveira Garcia, Guilherme Botazzo Rozendo, Thiago Leal Pozati, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2026	—	`conf`	Backrooms-Llama: A Specific Domain Small Language Model for Computational Storytelling. ICAART (3) Roxanne Silva Julia, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento, Elaine Ribeiro de Faria
2026	J	`jnl`	Evaluation of fractal descriptors, deep features and XAI representations with LASSO-regularized Hermite polynomial classifier for H&E histological image classification. Biomed. Signal Process. Control. Danilo Cesar Pereira, Adriano Barbosa-Silva, Leonardo Henrique Da Costa Longo, Adriano M. Loyola, Sérgio V. Cardoso, Paulo Rogério de Faria, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2026	J	`jnl`	Personalizing financial literacy learning for children through GenAI and agentic design: A game-based experiment. Expert Syst. Appl. Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
2025	—	`conf`	A U-Net-Based Approach for Histological Tissue Segmentation Using RCAug Data Augmentation. SIBGRAPI Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento
2025	—	`conf`	Association of Fractal Geometry and Data Augmentation Through GANs and XAI for Classification of Histology Images. ICEIS (1) Vinicius Augusto Toreli Borgue, Bianca Lançoni de Oliveira Garcia, Sérgio Augusto Pelicano Júnior, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Leandro Alves Neves, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025	B	`conf`	CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images. CBMS Adriano Barbosa-Silva, Jose E. B. Apumayta, Thaína A. A. Tosta, Alessandro Santana Martins, Domingos Lucas Latorre de Oliveira, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2025	B	`conf`	Color Normalization by Dictionary Learning with Nuclear Segmentation Evaluation in H&E Histological Images. CBMS André Fernando Quaresma da Silva, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2025	—	`conf`	Convolutional Neural Networks Enriched by Handcrafted Attributes (Enriched-CNN): An Innovative Approach to Pattern Recognition in Histological Images. ICEIS (1) Luiz Fernando Segato dos Santos, Leandro Alves Neves, Alessandro Santana Martins, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento
2025	B	`conf`	Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites. CEC Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
2025	J	`jnl`	Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites. CoRR Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
2025	J	`jnl`	Entropy-Regularized Attention for Explainable Histological Classification with Convolutional and Hybrid Models. Entropy Pedro Lucas Miguel, Leandro Alves Neves, Alessandra Lumini, Giuliano Cardozo Medalha, Guilherme Freire Roberto, Guilherme Botazzo Rozendo, Adriano M. Cansian, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2025	J	`jnl`	Exploring percolation features with polynomial algorithms for classifying Covid-19 in chest X-ray images. Pattern Recognit. Lett. 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
2025	J	`jnl`	Hybrid CNN-Transformer Models in Histopathology Image Analysis: A Scoping Review. IEEE Access Domingos Lucas Latorre de Oliveira, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2025	—	`conf`	Lightweight Hybrid Ensemble for Ameloblastoma and Ameloblastic Carcinoma Classification. SIBGRAPI Domingos Lucas Latorre de Oliveira, Hanna B. C. M. F. de Castro, Thaína A. A. Tosta, Leandro Alves Neves, Pedro Almir Martins de Oliveira, Paulo R. de Fariall, Marcelo Zanchetta do Nascimento
2025	B	`conf`	Nuclear Segmentation in Histological Images Using Multiple Attention System Mixing. CBMS Gabriel G. Crepaldi, Domingos Lucas Latorre de Oliveira, Thaína A. A. Tosta, Leandro Alves Neves, Adriano Barbosa-Silva, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2025	—	`conf`	Preprocessing techniques for public H&E histological images: a systematic review. IWSSIP Anna Clara Medina Roissmann, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2024	J	`jnl`	An ensemble of learned features and reshaping of fractal geometry-based descriptors for classification of histological images. Pattern Anal. Appl. Guilherme Freire Roberto, Leandro Alves Neves, Alessandra Lumini, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2024	—	`conf`	Association of Grad-CAM, LIME and Multidimensional Fractal Techniques for the Classification of H&E Images. VISIGRAPP (2): VISAPP 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
2024	J	`jnl`	Classification of Multiple H&E Images via an Ensemble Computational Scheme. Entropy 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
2024	—	`conf`	Deep Learning-Based Models for Performing Multi-Instance Multi-Label Event Classification in Gameplay Footage. VISIGRAPP (3): VISAPP Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Matheus Prado Prandini Faria, Rita Maria da Silva Julia
2024	—	`conf`	Ensemble of Semantic Segmentation Models for Oral Epithelial Dysplasia Images. SIBGRAPI Adriano Barbosa-Silva, Thaína A. A. Tosta, Leandro Alves Neves, Alessandro Santana Martins, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024	J	`jnl`	Evaluation of sparsity metrics and evolutionary algorithms applied for normalization of H&E histological images. Pattern Anal. Appl. Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Chetna Kaushal, Marcelo Zanchetta do Nascimento
2024	J	`jnl`	Exploring DeepDream and XAI Representations for Classifying Histological Images. SN Comput. Sci. 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
2024	J	`jnl`	Higuchi Fractal Dimension with a multidimensional approach for color images. Softw. Impacts Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Guilherme Freire Roberto, Thaína A. A. Tosta, Adriano Barbosa-Silva, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2024	J	`jnl`	Hybrid models for classifying histological images: An association of deep features by transfer learning with ensemble classifier. Multim. Tools Appl. Cléber I. De Oliveira, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Thaína A. A. Tosta, Alessandro Santana Martins, Leandro Alves Neves
2024	—	`conf`	Improving Explainability of the Attention Branch Network with CAM Fostering Techniques in the Context of Histological Images. ICEIS (1) 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
2024	—	`conf`	Investigation of Deep Neural Network Compression Based on Tucker Decomposition for the Classification of Lesions in Cavity Oral. VISIGRAPP (3): VISAPP 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
2024	B	`conf`	K-GBS3FCM - KNN Graph-Based Safe Semi-Supervised Fuzzy C-Means. IEEE Big Data Gabriel Machado Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
2024	J	`jnl`	K-GBS3FCM - KNN Graph-Based Safe Semi-Supervised Fuzzy C-Means. CoRR Gabriel Santos, Rita Maria da Silva Julia, Marcelo Zanchetta do Nascimento
2024	—	`conf`	Oral Dysplasia Classification by Using Fractal Representation Images and Convolutional Neural Networks. VISIGRAPP (3): VISAPP 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
2024	J	`jnl`	OralEpitheliumDB: A Dataset for Oral Epithelial Dysplasia Image Segmentation and Classification. J. Imaging Inform. Medicine Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Adriano M. Loyola, Sérgio V. Cardoso, Leandro Alves Neves, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2024	—	`conf`	X-GAN: Generative Adversarial Networks Training Guided with Explainable Artificial Intelligence. ICEIS (1) Guilherme Botazzo Rozendo, Alessandra Lumini, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2023	J	`jnl`	A stain color normalization with robust dictionary learning for breast cancer histological images processing. Biomed. Signal Process. Control. Thaína Aparecida Azevedo Tosta, André Dias Freitas, Paulo Rogério de Faria, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2023	—	`conf`	An Investigation of Deep-Learned Features for Classifying Radiographic Images of COVID-19. ICEIS (1) Pedro Lucas Miguel, Adriano Mauro Cansian, Guilherme Botazzo Rozendo, Giuliano Cardozo Medalha, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2023	J	`jnl`	Analysis of neural networks trained with evolutionary algorithms for the classification of breast cancer histological images. Expert Syst. Appl. João Pedro Miranda Miguel, Leandro Alves Neves, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
2023	B	`conf`	CNN Ensembles for Nuclei Segmentation on Histological Images of OED. CBMS 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
2023	—	`conf`	Classification of H&E Images via CNN Models with XAI Approaches, DeepDream Representations and Multiple Classifiers. ICEIS (1) 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
2023	C	`conf`	Detection of Covid-19 in Chest X-Ray Images Using Percolation Features and Hermite Polynomial Classification. CIARP 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
2023	B	`conf`	Handcrafted features vs deep-learned features: Hermite Polynomial Classification of Liver Images. CBMS 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
2023	J	`jnl`	Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset. CoRR Dalí F. D. dos Santos, Paulo Rogério de Faria, Adriano M. Loyola, Sérgio V. Cardoso, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2023	J	`jnl`	Influence of Data Augmentation Strategies on the Segmentation of Oral Histological Images Using Fully Convolutional Neural Networks. J. Digit. Imaging Dalí F. D. dos Santos, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2023	—	`conf`	Investigating the Performance of Optimization Techniques on Deep Learning Models to Identify Dota2 Game Events. VISIGRAPP (4: VISAPP) Matheus Prado Prandini Faria, Etienne Silva Julia, Henrique Coelho Fernandes, Marcelo Zanchetta do Nascimento, Rita Maria da Silva Julia
2023	C	`conf`	Weeds Classification with Deep Learning: An Investigation Using CNN, Vision Transformers, Pyramid Vision Transformers, and Ensemble Strategy. CIARP Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Leandro Alves Neves, Alessandra Lumini
2022	—	`conf`	Assessment of the association of deep features with a polynomial algorithm for automated oral epithelial dysplasia grading. SIBGRAPI Adriano Barbosa-Silva, Cléber I. De Oliveira, Danilo Cesar 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
2022	—	`conf`	Classification of H&E images exploring ensemble learning with two-stage feature selection. IWSSIP Jaqueline Junko Tenguam, Leonardo Henrique Da Costa Longo, Adriano Barbosa-Silva, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2022	—	`conf`	Classification of lymphomas images with polynomial strategy: An application with Ridge regularization. SIBGRAPI 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
2022	J	`jnl`	Classification of non-Hodgkin lymphomas based on sample entropy signatures. Expert Syst. Appl. Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2022	J	`jnl`	Computational analysis of histological images from hematoxylin and eosin-stained oral epithelial dysplasia tissue sections. Expert Syst. Appl. Adriano Barbosa-Silva, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves, João Paulo Silva Servato, Marcelo Sivieri de Araújo, Paulo Rogério de Faria, Marcelo Zanchetta do Nascimento
2022	—	`conf`	Ensembles of fractal descriptors with multiple deep learned features for classification of histological images. IWSSIP Leonardo Henrique Da Costa Longo, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento, Luiz Fernando Segato dos Santos, Guilherme Freire Roberto, Leandro Alves Neves
2022	J	`jnl`	Face emotions: improving emotional skills in individuals with autism. Multim. Tools Appl. Adilmar Coelho Dantas, Marcelo Zanchetta do Nascimento
2022	J	`jnl`	Investigating the Performance of Various Deep Neural Networks-based Approaches Designed to Identify Game Events in Gameplay Footage. Proc. ACM Comput. Graph. Interact. Tech. Matheus Prado Prandini Faria, Etienne Silva Julia, Marcelo Zanchetta do Nascimento, Rita Maria da Silva Julia
2022	—	`conf`	Multidimensional shannon entropy (HM) as an approach to classify H&E colorectal images. IWSSIP Luiz Fernando Segato dos Santos, Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo Henrique Da Costa Longo, Leandro Alves Neves
2022	J	`jnl`	Percolation Features: An approach for evaluating fractal properties in colour images. Softw. Impacts 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
2022	J	`jnl`	Recognition of Emotions for People with Autism: An Approach to Improve Skills. Int. J. Comput. Games Technol. Adilmar Coelho Dantas, Marcelo Zanchetta do Nascimento
2022	J	`jnl`	Sample Entropy Signatures: A new way to interpret SampEn values. Softw. Impacts Guilherme Botazzo Rozendo, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Paulo Rogério de Faria, Adriano Barbosa-Silva, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2021	J	`jnl`	A Hermite polynomial algorithm for detection of lesions in lymphoma images. Pattern Anal. Appl. 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
2021	J	`jnl`	Analysis of cancer in histological images: employing an approach based on genetic algorithm. Pattern Anal. Appl. 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
2021	J	`jnl`	Automated detection of tumor regions from oral histological whole slide images using fully convolutional neural networks. Biomed. Signal Process. Control. Dalí F. D. dos Santos, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2021	J	`jnl`	Evaluation of statistical and Haralick texture features for lymphoma histological images classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2021	J	`jnl`	Fractal Neural Network: A new ensemble of fractal geometry and convolutional neural networks for the classification of histology images. Expert Syst. Appl. Guilherme Freire Roberto, Alessandra Lumini, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2021	—	`conf`	Understanding the multiclass classification of lymphomas from simple descriptors. CSCI Tiago P. De Faria, Marcelo Zanchetta do Nascimento, Luiz G. A. Martins
2020	—	`conf`	Analysis of Features for Breast Cancer Recognition in Different Magnifications of Histopathological Images. IWSSIP Rafael H. de O. Carvalho, Alessandro Santana Martins, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2020	—	`conf`	Automated Nuclei Segmentation on Dysplastic Oral Tissues Using CNN. IWSSIP Dalí F. D. dos Santos, Thaína A. A. Tosta, Adriano Barbosa-Silva, Paulo Rogério de Faria, Bruno A. N. Travençolo, Marcelo Zanchetta do Nascimento
2020	—	`conf`	Multidimensional and multiscale Higuchi dimension for the analysis of colorectal histological images. BIBM Jaqueline Junko Tenguam, Guilherme Botazzo Rozendo, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves
2020	—	`conf`	Segmentation of Oral Epithelial Dysplasias Employing Mask R-CNN and Color Normalization. BIBM 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
2020	—	`conf`	Selection of CNN, Haralick and Fractal Features Based on Evolutionary Algorithms for Classification of Histological Images. BIBM David Candelero, Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Guilherme Botazzo Rozendo, Leandro Alves Neves
2019	C	`conf`	A Model Based on Genetic Algorithm for Colorectal Cancer Diagnosis. CIARP 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
2019	C	`conf`	Automated Nuclei Segmentation in Dysplastic Histopathological Oral Tissues Using Deep Neural Networks. CIARP Adriano Barbosa-Silva, Alessandro Santana Martins, Leandro Alves Neves, Paulo Rogério de Faria, Thaína A. A. Tosta, Marcelo Zanchetta do Nascimento
2019	J	`jnl`	Classification of breast and colorectal tumors based on percolation of color normalized images. Comput. Graph. Guilherme Freire Roberto, Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína A. A. Tosta, Paulo Rogério de Faria, Leandro Alves Neves
2019	J	`jnl`	Classification of colorectal cancer based on the association of multidimensional and multiresolution features. Expert Syst. Appl. Matheus Gonçalves Ribeiro, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Guilherme Freire Roberto, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta
2019	J	`jnl`	Color normalization of faded H&E-stained histological images using spectral matching. Comput. Biol. Medicine Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019	C	`conf`	Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images. CIARP 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
2019	J	`jnl`	Computational normalization of H&E-stained histological images: Progress, challenges and future potential. Artif. Intell. Medicine Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2019	J	`jnl`	Numerics on the trajectory of nodule displacements by external compressions of the breast. CoRR Marcelo Zanchetta do Nascimento, Valério Ramos Batista
2019	J	`jnl`	Unsupervised method for normalization of hematoxylin-eosin stain in histological images. Comput. Medical Imaging Graph. Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, João Paulo Silva Servato, Leandro Alves Neves, Guilherme Freire Roberto, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018	—	`conf`	Analysis of the Influence of Color Normalization in the Classification of Non-Hodgkin Lymphoma Images. SIBGRAPI Matheus Gonçalves Ribeiro, Leandro Alves Neves, Guilherme Freire Roberto, Thaína Aparecida Azevedo Tosta, Alessandro Santana Martins, Marcelo Zanchetta do Nascimento
2018	J	`jnl`	Exploring Mesh Generation and Quality Enhancement with Open Source Codes. J. Comput. Sci. 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
2018	B	`conf`	Fitness Functions Evaluation for Segmentation of Lymphoma Histological Images Using Genetic Algorithm. EvoApplications Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2018	J	`jnl`	Lymphoma images analysis using morphological and non-morphological descriptors for classification. Comput. Methods Programs Biomed. Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Thaína Aparecida Azevedo Tosta, Leandro Alves Neves
2018	J	`jnl`	Multidimensional and fuzzy sample entropy (SampEnMF) for quantifying H&E histological images of colorectal cancer. Comput. Biol. Medicine Luiz Fernando Segato dos Santos, Leandro Alves Neves, Guilherme Botazzo Rozendo, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta
2018	J	`jnl`	Using wavelet sub-band and fuzzy 2-partition entropy to segment chronic lymphocytic leukemia images. Appl. Soft Comput. Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Valério Ramos Batista, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017	B	`conf`	Application of Evolutionary Algorithms on Unsupervised Segmentation of Lymphoma Histological Images. CBMS Thaína Aparecida Azevedo Tosta, Marcelo Zanchetta do Nascimento, Paulo Rogério de Faria, Leandro Alves Neves
2017	J	`jnl`	Computational method for unsupervised segmentation of lymphoma histological images based on fuzzy 3-partition entropy and genetic algorithm. Expert Syst. Appl. Thaína Aparecida Azevedo Tosta, Paulo Rogério de Faria, Leandro Alves Neves, Marcelo Zanchetta do Nascimento
2017	J	`jnl`	Exploring polynomial classifier to predict match results in football championships. Expert Syst. Appl. Rodrigo G. Martins, Alessandro Santana Martins, Leandro Alves Neves, Luciano Vieira Lima, Edna Lúcia Flôres, Marcelo Zanchetta do Nascimento
2017	J	`jnl`	Features based on the percolation theory for quantification of non-Hodgkin lymphomas. Comput. Biol. Medicine Guilherme Freire Roberto, Leandro Alves Neves, Marcelo Zanchetta do Nascimento, Thaína Aparecida Azevedo Tosta, Leonardo C. Longo, Alessandro Santana Martins, Paulo Rogério de Faria
2016	J	`jnl`	LBP operators on curvelet coefficients as an algorithm to describe texture in breast cancer tissues. Expert Syst. Appl. Daniel O. Tambasco Bruno, Marcelo Zanchetta do Nascimento, Rodrigo Pereira Ramos, Valério Ramos Batista, Leandro Alves Neves, Alessandro Santana Martins
2016	—	`conf`	Method Based on Triangulation for Sensor Deployment on 3D Surfaces. SIBGRAPI Renan Nespolo, Leandro Alves Neves, Guilherme Freire Roberto, Matheus Gonçalves Ribeiro, Marcelo Zanchetta do Nascimento, Adriano M. Cansian
2016	J	`jnl`	Stree: An Interactive Program for Weighted Steiner Trees. J. Softw. Valério Ramos Batista, Marcelo Zanchetta do Nascimento, Wendhel Raffa Coimbra
2016	C	`conf`	Tetrahedral Mesh Segmentation Based on Quality Criteria. PDCAT Leandro Alves Neves, Eduardo Pavarino, Andre Felipe Cintra, Geraldo Francisco Donegá Zafalon, Marcelo Zanchetta do Nascimento, Carlos Roberto Valêncio
2015	B	`conf`	Multiscale Tetrahedral Meshes for FEM Simulations of Esophageal Injury. CBMS Leandro Alves Neves, Eduardo Pavarino, M. P. Souza, Carlos Roberto Valêncio, Geraldo F. D. Zafalon, Marcelo Zanchetta do Nascimento, Thaína A. A. Tosta
2015	B	`conf`	Unsupervised Segmentation of Leukocytes Images Using Thresholding Neighborhood Valley-Emphasis. CBMS Thaína Aparecida Azevedo Tosta, Andressa Finzi de Abreu, Bruno Augusto Nassif Travençolo, Marcelo Zanchetta do Nascimento, Leandro Alves Neves
2014	J	`jnl`	First steps to Virtual Mammography: Simulating external compressions of the breast with the Surface Evolver. CoRR Marcelo Zanchetta do Nascimento, Valério Ramos Batista
2014	J	`jnl`	Multi-scale lacunarity as an alternative to quantify and diagnose the behavior of prostate cancer. Expert Syst. Appl. 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
2014	J	`jnl`	Programming plantation lines on driverless tractors. CoRR Antonio Elias Fabris, Marcelo Zanchetta do Nascimento, Valério Ramos Batista
2014	J	`jnl`	Segmentation and detection of breast cancer in mammograms combining wavelet analysis and genetic algorithm. Comput. Methods Programs Biomed. Danilo Cesar Pereira, Rodrigo Pereira Ramos, Marcelo Zanchetta do Nascimento
2013	J	`jnl`	Classification of masses in mammographic image using wavelet domain features and polynomial classifier. Expert Syst. Appl. Marcelo Zanchetta do Nascimento, Alessandro Santana Martins, Leandro Alves Neves, Rodrigo Pereira Ramos, Edna Lúcia Flôres, Gilberto Arantes Carrijo
2013	J	`jnl`	Unsupervised segmentation method for cuboidal cell nuclei in histological prostate images based on minimum cross entropy. Expert Syst. Appl. 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
2012	J	`jnl`	An interactive programme for Steiner trees CoRR Marcelo Zanchetta do Nascimento, Valério Ramos Batista, Wendhel Raffa Coimbra
2012	C	`conf`	Comparison of PCA and ANOVA for Information Selection of CC and MLO Views in Classification of Mammograms. IDEAL Ricardo de Souza Jacomini, Marcelo Zanchetta do Nascimento, Rogério Daniel Dantas, Rodrigo Pereira Ramos
2012	J	`jnl`	Texture extraction: An evaluation of ridgelet, wavelet and co-occurrence based methods applied to mammograms. Expert Syst. Appl. Rodrigo Pereira Ramos, Marcelo Zanchetta do Nascimento, Danilo Cesar Pereira
2008	J	`jnl`	An Automatic Correction Method for the Heel Effect in Digitized Mammography Images. J. Digit. Imaging Marcelo Zanchetta do Nascimento, Annie France Frère, Fernao Germano
2007	C	`conf`	Teaching object oriented programming computer languages: learning based on projects. ICSEA Gélio M. Ferreira, Marcelo Zanchetta do Nascimento, Karcius D. R. Assis, Rodrigo Pereira Ramos
2005	—	`—`	Método computacional automático para correção do efeito "heel" nas imagens radiográficas. Marcelo Zanchetta do Nascimento