Pattern Analysis in Drilling Reports using Optimum-Path Forest. - Gustavo José de Sousa; Daniel Carlos Guimarães Pedronette; Alexandro Baldassin; Pedro Ivo Monteiro Privatto; M. Gaseta; Ivan Rizzo Guilherme; Danilo Colombo; Luis Claudio Sugi Afonso; João P. Papa (IJCNN, 2018)

Does Pooling Really Matter? An Evaluation on Gait Recognition. - Claudio Filipi Goncalves dos Santos; Thierry Pinheiro Moreira; Danilo Colombo; João Paulo Papa (CIARP, 2019)

Multiple-Instance Learning through Optimum-Path Forest. - Luis Claudio Sugi Afonso; Danilo Colombo; Clayton R. Pereira; Kelton A. P. Costa; João P. Papa (IJCNN, 2019)

Video Segmentation Learning Using Cascade Residual Convolutional Neural Network. - Daniel F. S. Santos; Rafael Goncalves Pires; Danilo Colombo; João P. Papa (SIBGRAPI, 2019)

A Repairable System Subjected to Hierarchical Competing Risks: Modeling and Applications. - Francisco Louzada 001; Luis Felipe Acuña Alegría; Danilo Colombo; David E. A. Martins; Hugo Francisco Lisboa Santos; José Alberto Cuminato; Oscar Mauricio Hernandez Rodriguez; Vera L. D. Tomazella; Paulo H. Ferreira; Pedro L. Ramos; Seyed R. A. Niaki; Oilson Alberto Gonzatto Junior; et al. (IEEE Access, 2019)

People Identification Based on Soft Biometrics Features Obtained from 2D Poses. - Henrique Leal Tavares; João Baptista Cardia Neto; João Paulo Papa; Danilo Colombo; Aparecido Nilceu Marana (BRACIS, 2020)

MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values. - Claudio Filipi Goncalves dos Santos; Danilo Colombo; Mateus Roder; João Paulo Papa (ICPR, 2020)

Information Ranking Using Optimum-Path Forest. - Nathalia Q. Ascenção; Luis C. S. Afonso; Danilo Colombo; Luciano Oliveira; João P. Papa (IJCNN, 2020)

Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks. - Daniel F. S. Santos; Rafael Goncalves Pires; Danilo Colombo; João P. Papa (SIBGRAPI, 2020)

Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos. - Leonardo Tadeu Lopes; Lucas Pascotti Valem; Daniel Carlos Guimarães Pedronette; Ivan Rizzo Guilherme; João Paulo Papa; Marcos Cleison Silva Santana; Danilo Colombo (VISIGRAPP (5: VISAPP), 2020)

Incorporation of Frailties Into a Non-Proportional Hazard Regression Model and Its Diagnostics for Reliability Modeling of Downhole Safety Valves. - Francisco Louzada 001; José Alberto Cuminato; Oscar Mauricio Hernandez Rodriguez; Vera L. D. Tomazella; Eder Angelo Milani; Paulo Henrique Ferreira; Pedro Luiz Ramos; Gustavo Bochio; Ivan Carlos Perissini; Oilson Alberto Gonzatto Junior; Alex Leal Mota; Luis Felipe Acuña Alegría; et al. (IEEE Access, 2020)

A critical literature survey and prospects on tampering and anomaly detection in image data. - Kelton A. P. da Costa; João P. Papa; Leandro A. Passos; Danilo Colombo; Javier Del Ser; Khan Muhammad 001; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 2020)

A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. - Marcos C. S. Santana; Leandro Aparecido Passos Júnior; Thierry Pinheiro Moreira; Danilo Colombo; Victor Hugo C. de Albuquerque; João Paulo Papa (IEEE Intell. Syst., 2020)

Regression-based finite element machines for reliability modeling of downhole safety valves. - Danilo Colombo; Gilson Brito Alves Lima; Danillo Roberto Pereira; João P. Papa (Reliab. Eng. Syst. Saf., 2020)

Does Removing Pooling Layers from Convolutional Neural Networks Improve Results? - Claudio Filipi Goncalves dos Santos; Thierry Pinheiro Moreira; Danilo Colombo; João Paulo Papa (SN Comput. Sci., 2020)

A Review of Deep Learning-based Approaches for Deepfake Content Detection. - Leandro A. Passos; Danilo S. Jodas; Kelton A. P. da Costa; Luis Antônio Souza Júnior; Danilo Colombo; João Paulo Papa (CoRR, 2022)

Understanding the main failure scenarios of subsea blowout preventers systems: An approach through Latent Semantic Analysis. - Gustavo Jorge Martins de Aguiar; Ramon Baptista Narcizo; Rodolfo Cardoso; Iara Tammela; Edwin Benito Mitacc Meza; Danilo Colombo; Luiz Antônio de Oliveira Chaves; Jamile Eleutério Delesposte (CoRR, 2023)

Gait Recognition Based on Deep Learning: A Survey. - Claudio Filipi Gonçalves dos Santos; Diego de Souza Oliveira; Leandro A. Passos; Rafael Gonçalves Pires; Daniel Felipe Silva Santos; Lucas Pascotti Valem; Thierry Pinheiro Moreira; Marcos Cleison S. Santana; Mateus Roder; João Paulo Papa; Danilo Colombo (ACM Comput. Surv., 2023)

Caracterização do comportamento de confiabilidade das barreiras de segurança de poços de petróleo em diferentes condições de operação utilizando aprendizado de máquina - Danilo Colombo (2023)