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Publication search results
found 12 matches
- 2024
- Pedro Ribeiro, João Alexandre Lôbo Marques, Daniel Pordeus, Laíla Zacarias, Camila Leite, Manoel Alves Neto, Arnaldo Aires Peixoto Júnior, Adriel de Oliveira, João Paulo do Vale Madeiro, Pedro Miguel Rodrigues:
Machine learning-based cardiac activity non-linear analysis for discriminating COVID-19 patients with different degrees of severity. Biomed. Signal Process. Control. 87(Part A): 105558 (2024) - 2023
- Daniel Pordeus, Pedro Ribeiro, Laíla Zacarias, Adriel de Oliveira, João Alexandre Lôbo Marques, Pedro Miguel Rodrigues, Camila Leite, Manoel Alves Neto, Arnaldo Aires Peixoto Júnior, João Paulo do Vale Madeiro:
Training Strategies for Covid-19 Severity Classification. IWBBIO (1) 2023: 514-527 - Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João Paulo Pordeus Gomes, Diego Mesquita, César Lincoln C. Mattos:
Thin and deep Gaussian processes. NeurIPS 2023 - Daniel Augusto de Souza, Alexander Nikitin, St John, Magnus Ross, Mauricio A. Álvarez, Marc Peter Deisenroth, João P. P. Gomes, Diego Mesquita, César Lincoln C. Mattos:
Thin and Deep Gaussian Processes. CoRR abs/2310.11527 (2023) - 2022
- Thiago de P. Vasconcelos, Daniel Augusto R. M. A. de Souza, Gustavo C. de M. Virgolino, César L. C. Mattos, João P. P. Gomes:
Self-tuning portfolio-based Bayesian optimization. Expert Syst. Appl. 188: 115847 (2022) - 2021
- Daniel Augusto de Souza, Diego P. P. Mesquita, João Paulo Pordeus Gomes, César Lincoln C. Mattos:
Learning GPLVM with arbitrary kernels using the unscented transformation. AISTATS 2021: 451-459 - 2020
- Leonardo Ramos Rodrigues, Daniel B. P. Coelho, João Paulo Pordeus Gomes:
A Hybrid TLBO-Particle Filter Algorithm Applied to Remaining Useful Life Prediction in the Presence of Multiple Degradation Factors. CEC 2020: 1-8 - 2019
- Francisco Pereira, Daniel Teixeira, João Paulo Pordeus Gomes, Javam C. Machado:
Evaluating One-Class Classifiers for Fault Detection in Hard Disk Drives. BRACIS 2019: 586-591 - Daniel Souza, Thiago de P. Vasconcelos, César L. C. Mattos, João Gomes:
Evaluation of Data Based Normal Behavior Models for Fault Detection in Wind Turbines. BRACIS 2019: 878-883 - Thiago de P. Vasconcelos, Daniel Augusto R. M. A. de Souza, César L. C. Mattos, João P. P. Gomes:
No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization. ICTAI 2019: 561-568 - Daniel Augusto R. M. A. de Souza, César Lincoln C. Mattos, João Paulo Pordeus Gomes:
Unscented Gaussian Process Latent Variable Model: learning from uncertain inputs with intractable kernels. CoRR abs/1907.01867 (2019) - Thiago de P. Vasconcelos, Daniel Augusto R. M. A. de Souza, César L. C. Mattos, João P. P. Gomes:
No-PASt-BO: Normalized Portfolio Allocation Strategy for Bayesian Optimization. CoRR abs/1908.00361 (2019)
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