Zobrazeno 1 - 10
of 2 877
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:
Willian dos Santos Gomes, Fábio Luiz Partelli, Tomás Gomes Reis Veloso, Marliane de Cássia Soares da Silva, Aldemar Polonini Moreli, Taís Rizzo Moreira, Lucas Louzada Pereira
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract In recent years, the role of microbial communities in agricultural systems has received increasing attention, particularly concerning their impact on plant health and productivity. However, the influence of host plant genetic factors on the
Externí odkaz:
https://doaj.org/article/f781a6e267ab49de9b481a8f1f6b3495
Autor:
Viviane Noll Louzada-Flores, Maria Stefania Latrofa, Jairo Alfonso Mendoza-Roldan, Maria Stella Lucente, Sara Epis, Ilaria Varotto-Boccazzi, Claudio Bandi, Domenico Otranto
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-10 (2024)
Abstract The detection of Leishmania tarentolae in sympatric areas where Leishmania infantum is endemic raised questions regarding the protective effect exerted in dogs by L. tarentolae when in coinfection. This study aimed monitoring the in vitro ge
Externí odkaz:
https://doaj.org/article/0c7331ee7a0a4feb92e714676f83f6dc
Autor:
Luciana Lilian Louzada, Tiago Nóbrega Morato, Rosimara Eva Ferreira Almeida, Einstein Francisco Camargos, Otávio Toledo Nóbrega, Luciano Farage
Publikováno v:
Geriatrics, Gerontology and Aging, Vol 10, Pp 34-40 (2024)
INTRODUCTION: Manual tracing is an effective method to measure hippocampal volume. OsiriX™ is a Digital Imaging and Communications in Medicine (DICOM) viewer with an intuitive user interface that has been widely used by radiologists and other speci
Externí odkaz:
https://doaj.org/article/e5332947bacd4bf586ab534d90068465
Autor:
Laura Simões da Costa Pinto, Roberta Almeida Vincenzi, Thais Schaedler, Gabriele Perrut, Fernando Mazzilli Louzada
Publikováno v:
Geriatrics, Gerontology and Aging, Vol 10, Pp 211-217 (2024)
Although there is no consensus in literature regarding which are the rhythmicity changes that occur during the aging process, it is believed that advanced age may affect the circadian rhythms, leading to a decreased ability to tolerate abrupt phase s
Externí odkaz:
https://doaj.org/article/0e38e09f2db141d597f120b697ed7cde
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