Zobrazeno 1 - 10
of 2 842
pro vyhledávání: '"Louzada, P."'
Autor:
Souto, Hugo Gobato, Louzada, Francisco
Ablation studies are essential for understanding the contribution of individual components within complex models, yet their application in nonparametric treatment effect estimation remains limited. This paper emphasizes the importance of ablation stu
Externí odkaz:
http://arxiv.org/abs/2410.15560
This paper introduces a generalized ps-BART model for the estimation of Average Treatment Effect (ATE) and Conditional Average Treatment Effect (CATE) in continuous treatments, addressing limitations of the Bayesian Causal Forest (BCF) model. The ps-
Externí odkaz:
http://arxiv.org/abs/2409.06593
This research aims to propose and evaluate a novel model named K-Fold Causal Bayesian Additive Regression Trees (K-Fold Causal BART) for improved estimation of Average Treatment Effects (ATE) and Conditional Average Treatment Effects (CATE). The stud
Externí odkaz:
http://arxiv.org/abs/2409.05665
This paper critically examines current methodologies for evaluating models in Conditional and Average Treatment Effect (CATE/ATE) estimation, identifying several key pitfalls in existing practices. The current approach of over-reliance on specific me
Externí odkaz:
http://arxiv.org/abs/2409.05161
Autor:
Maia, Wesley Ferreira, Carmignani, Angelo, Bortoli, Gabriel, Maretti, Lucas, Luz, David, Guzman, Daniel Camilo Fuentes, Henriques, Marcos Jardel, Neto, Francisco Louzada
This article investigates applying advanced machine learning models, specifically LSTM and BERT, for text classification to predict multiple categories in the retail sector. The study demonstrates how applying data augmentation techniques and the foc
Externí odkaz:
http://arxiv.org/abs/2403.01638
Autor:
Giordani, Luiz, Darú, Gilsiley, Queiroz, Rhenan, Buzinaro, Vitor, Neiva, Davi Keglevich, Guzmán, Daniel Camilo Fuentes, Henriques, Marcos Jardel, Junior, Oilson Alberto Gonzatto, Louzada, Francisco
The proliferation of fake news has become a significant concern in recent times due to its potential to spread misinformation and manipulate public opinion. This paper presents a comprehensive study on detecting fake news in Brazilian Portuguese, foc
Externí odkaz:
http://arxiv.org/abs/2309.11052
Autor:
Elaine Cristina Andrade, Jean Carlo Grijó Louzada, Saeed Chehreh Chelgani, Laurindo de Salles Leal Filho
Publikováno v:
Journal of Materials Research and Technology, Vol 33, Iss , Pp 6251-6262 (2024)
Gelatinization of starch by NaOH is an essential stage for this depressant preparation to enhance its water solubility through the reverse cationic flotation. No investigation has explored the rheology of the starch gelatinization to demonstrate the
Externí odkaz:
https://doaj.org/article/cfd3d58bd8eb429994dd44d2f197d29a
Autor:
Laura Furtado Pessoa de Mendonça, Pedro Maia Nobre Rocha Saffi, Luciana Lilian Louzada Martini, Luciano Farage, Einstein Francisco Camargos
Publikováno v:
Geriatrics, Gerontology and Aging, Vol 14, Pp 71-75 (2024)
Creutzfeldt-Jakob disease (CJD) is a rare spongiform encephalopathy characterized by a rapid neurodegenerative progress, caused by a misfolded variant of the cellular prion protein (PrP) known as PrPSc. The clinical presentation of sCJD includes a wi
Externí odkaz:
https://doaj.org/article/542bc89688f042e99dfc10c51fef6410
Autor:
Arleigh McCurdy, Donna Reece, Martha L. Louzada, Darrell White, Stephen Parkin, Michael P. Chu, Rami Kotb, Hira Mian, Ibraheem Othman, Jiandong Su, Aniba Khan, Engin Gul, Suzanne Trudel
Publikováno v:
Blood Cancer Journal, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Given the early use of triplet and quadruplet regimens, most patients with multiple myeloma (MM) will be exposed and/or refractory to PIs, IMiDs, and anti-CD38 mAbs after first- or second-line treatment. Effective treatment for this group of
Externí odkaz:
https://doaj.org/article/c10a5855b43241bab5df62d88db58644
Autor:
Mário Hanai, Dillan Cunha Amaral, Raiza Jacometti, Eduardo Henrique Cassins Aguiar, Fernando Cotrim Gomes, Laura Goldfarb Cyrino, Milton Ruiz Alves, Mário Luiz Ribeiro Monteiro, Raphaela Masetto Fuganti, Antonio Marcelo Barbante Casella, Ricardo Noguera Louzada
Publikováno v:
International Journal of Retina and Vitreous, Vol 10, Iss 1, Pp 1-14 (2024)
Abstract Introduction Macular holes are breaks in the retinal tissue at the center of the macula, affecting central vision. The standard treatment involves vitrectomy with membrane peeling and gas tamponade. However, for larger or chronic holes, alte
Externí odkaz:
https://doaj.org/article/7611c924a81a4f1ba6315e8fe83c87cf