Danilo Colombo

25 papers B 4C 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Learning a Kernel-Based Beran Estimator Using Nearest-Neighbours and Its Application to Reliability Analysis. ICANN (4) Danilo Samuel Jodas, Christian Laurence Almeida Barry, Guilherme Brandão Martins, Marcos Cleison S. Santana, Andre Luis Severino Abrego, Danilo Colombo, João Paulo Papa
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	J	`jnl`	Gait Recognition Based on Deep Learning: A Survey. ACM Comput. Surv. 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
2023	J	`jnl`	Understanding the main failure scenarios of subsea blowout preventers systems: An approach through Latent Semantic Analysis. CoRR 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
2022	J	`jnl`	A Review of Deep Learning-based Approaches for Deepfake Content Detection. CoRR Leandro A. Passos, Danilo S. Jodas, Kelton A. P. da Costa, Luis Antônio Souza Júnior, Danilo Colombo, João Paulo Papa
2022	J	`jnl`	Gait Recognition Based on Deep Learning: A Survey. CoRR 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 Silva Santana, Mateus Roder, João Paulo Papa, Danilo Colombo
2022	J	`jnl`	Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks. CoRR Daniel F. S. Santos, Rafael Gonçalves Pires, Danilo Colombo, João P. Papa
2022	J	`jnl`	Video Segmentation Learning Using Cascade Residual Convolutional Neural Network. CoRR Daniel F. S. Santos, Rafael Gonçalves Pires, Danilo Colombo, João P. Papa
2021	J	`jnl`	Information Ranking Using Optimum-Path Forest. CoRR Nathalia Q. Ascenção, Luis C. S. Afonso, Danilo Colombo, Luciano Oliveira, João P. Papa
2020	J	`jnl`	A Novel Siamese-Based Approach for Scene Change Detection With Applications to Obstructed Routes in Hazardous Environments. IEEE Intell. Syst. Marcos C. S. Santana, Leandro Aparecido Passos Júnior, Thierry Pinheiro Moreira, Danilo Colombo, Victor Hugo C. de Albuquerque, João Paulo Papa
2020	J	`jnl`	A critical literature survey and prospects on tampering and anomaly detection in image data. Appl. Soft Comput. Kelton A. P. da Costa, João P. Papa, Leandro A. Passos, Danilo Colombo, Javier Del Ser, Khan Muhammad, Victor Hugo C. de Albuquerque
2020	J	`jnl`	Does Removing Pooling Layers from Convolutional Neural Networks Improve Results? SN Comput. Sci. Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa
2020	J	`jnl`	Incorporation of Frailties Into a Non-Proportional Hazard Regression Model and Its Diagnostics for Reliability Modeling of Downhole Safety Valves. IEEE Access Francisco Louzada, 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, Danilo Colombo, Paulo Guilherme Oliveira De Oliveira, Hugo Francisco Lisboa Santos, Marcus Vinicius De Campos Magalhães
2020	B	`conf`	Information Ranking Using Optimum-Path Forest. IJCNN Nathalia Q. Ascenção, Luis C. S. Afonso, Danilo Colombo, Luciano Oliveira, João P. Papa
2020	—	`conf`	Manifold Learning-based Clustering Approach Applied to Anomaly Detection in Surveillance Videos. VISIGRAPP (5: VISAPP) Leonardo Tadeu Lopes, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Ivan Rizzo Guilherme, João Paulo Papa, Marcos Cleison Silva Santana, Danilo Colombo
2020	B	`conf`	MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values. ICPR Claudio Filipi Goncalves dos Santos, Danilo Colombo, Mateus Roder, João Paulo Papa
2020	J	`jnl`	MaxDropout: Deep Neural Network Regularization Based on Maximum Output Values. CoRR Claudio Filipi Goncalves dos Santos, Danilo Colombo, Mateus Roder, João Paulo Papa
2020	—	`conf`	People Identification Based on Soft Biometrics Features Obtained from 2D Poses. BRACIS Henrique Leal Tavares, João Baptista Cardia Neto, João Paulo Papa, Danilo Colombo, Aparecido Nilceu Marana
2020	J	`jnl`	Regression-based finite element machines for reliability modeling of downhole safety valves. Reliab. Eng. Syst. Saf. Danilo Colombo, Gilson Brito Alves Lima, Danillo Roberto Pereira, João P. Papa
2020	—	`conf`	Scene Change Detection Using Multiscale Cascade Residual Convolutional Neural Networks. SIBGRAPI Daniel F. S. Santos, Rafael Goncalves Pires, Danilo Colombo, João P. Papa
2019	J	`jnl`	A Repairable System Subjected to Hierarchical Competing Risks: Modeling and Applications. IEEE Access Francisco Louzada, 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, Ivan Carlos Perissini
2019	C	`conf`	Does Pooling Really Matter? An Evaluation on Gait Recognition. CIARP Claudio Filipi Goncalves dos Santos, Thierry Pinheiro Moreira, Danilo Colombo, João Paulo Papa
2019	B	`conf`	Multiple-Instance Learning through Optimum-Path Forest. IJCNN Luis Claudio Sugi Afonso, Danilo Colombo, Clayton R. Pereira, Kelton A. P. Costa, João P. Papa
2019	—	`conf`	Video Segmentation Learning Using Cascade Residual Convolutional Neural Network. SIBGRAPI Daniel F. S. Santos, Rafael Goncalves Pires, Danilo Colombo, João P. Papa
2018	B	`conf`	Pattern Analysis in Drilling Reports using Optimum-Path Forest. IJCNN 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