Zobrazeno 1 - 10
of 98
pro vyhledávání: '"extreme gradient boosting (XGB)"'
Publikováno v:
Applied Water Science, Vol 14, Iss 2, Pp 1-13 (2024)
Abstract To reduce the amount of energy consumed in wastewater treatment plants, nine methods were used to select the key operation parameters that affected energy consumption according to daily operation records, and an intelligent operation managem
Externí odkaz:
https://doaj.org/article/e00b621f77574f2e8db6cd064b382938
Autor:
Lorenz A. Kapsner, Manuel Feißt, Ariawan Purbojo, Hans-Ulrich Prokosch, Thomas Ganslandt, Sven Dittrich, Jonathan M. Mang, Wolfgang Wällisch
Publikováno v:
Diagnostics, Vol 14, Iss 22, p 2587 (2024)
Background: The objective of this IRB-approved retrospective monocentric study was to identify risk factors for mortality after surgery for congenital heart defects (CHDs) in pediatric patients using machine learning (ML). CHD belongs to the most com
Externí odkaz:
https://doaj.org/article/fa55f476fe15497c950c7a5538b22397
Autor:
Yulong Yang, Gang-Ao Wang, Shuzhen Fang, Xiang Li, Yufeng Ding, Yuqi Song, Wei He, Zhihong Rao, Ke Diao, Xiaolei Zhu, Wenming Yang
Publikováno v:
Frontiers in Neurology, Vol 15 (2024)
ObjectivesWilson disease (WD) is a rare autosomal recessive disorder caused by a mutation in the ATP7B gene. Neurological symptoms are one of the most common symptoms of WD. This study aims to construct a model that can predict the occurrence of neur
Externí odkaz:
https://doaj.org/article/ccf3406495384deba96989a80a5898fb
Autor:
Anna Ramos-Triguero, Elisabet Navarro-Tapia, Melina Vieiros, Afrooz Mirahi, Marta Astals Vizcaino, Lucas Almela, Leopoldo Martínez, Óscar García-Algar, Vicente Andreu-Fernández
Publikováno v:
Frontiers in Neuroscience, Vol 18 (2024)
IntroductionFetal alcohol spectrum disorders include a variety of physical and neurocognitive disorders caused by prenatal alcohol exposure. Although their overall prevalence is around 0.77%, FASD remains underdiagnosed and little known, partly due t
Externí odkaz:
https://doaj.org/article/106fb4f58a614a8e85a02a1160589405
Publikováno v:
Land, Vol 13, Iss 8, p 1288 (2024)
Geographic Information System-based Multi-Criteria Evaluation (GIS-MCE) methods are designed to assist in various spatial decision-making problems using spatial data. Deriving criteria weights is an important component of GIS-MCE, typically relying o
Externí odkaz:
https://doaj.org/article/7fe26a3e3c3d448ab9eef1027f547791
Publikováno v:
AIMS Geosciences, Vol 9, Iss 2, Pp 357-381 (2023)
Mine blasting can have a destructive effect on the environment. Among these effects, air overpressure (AOp) is a major concern. Therefore, a careful assessment of the AOp intensity should be conducted before any blasting operation in order to minimiz
Externí odkaz:
https://doaj.org/article/c7cf7f142d1848eda7b71e2e5ee7618c
Application of XGB-based metaheuristic techniques for prediction time-to-failure of mining machinery
Publikováno v:
Systems and Soft Computing, Vol 5, Iss , Pp 200061- (2023)
Mining equipment is a critical component in the success of mining operations, and unplanned downtime can be costly. Efficient and intelligent maintenance planning is therefore essential to minimize downtime and maximize productivity. Consecutive time
Externí odkaz:
https://doaj.org/article/80db9c3fee0141cdafae938f34ac4845
Autor:
Waleed Bin Inqiad, Muhammad Shahid Siddique, Saad S. Alarifi, Muhammad Jamal Butt, Taoufik Najeh, Yaser Gamil
Publikováno v:
Heliyon, Vol 9, Iss 11, Pp e22036- (2023)
Construction industry is indirectly the largest source of CO2 emissions in the atmosphere, due to the use of cement in concrete. These emissions can be reduced by using industrial waste materials in place of cement. Self-Compacting Concrete (SCC) is
Externí odkaz:
https://doaj.org/article/9881303daa5c4d399b7d7c2dbbbca091
Autor:
Eun Hak Lee
Publikováno v:
IEEE Access, Vol 11, Pp 113217-113226 (2023)
As the intelligent transportation system has been introduced, traffic speed prediction has become one of the foremost challenging tasks within complex urban road networks. The main idea of this study is to identify links that have a significant impac
Externí odkaz:
https://doaj.org/article/1c57f88d52284037929292c9a9baa1bb
Autor:
Seongmun Sim, Jungho Im
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 16, Pp 7819-7837 (2023)
Ocean–fog is a type of fog that forms over the ocean and has a visibility of less than 1 km. Ocean–fog frequently causes incidents over oceanic and coastal regions; ocean–fog detection is required regardless of the time of day. Ocean–fog has
Externí odkaz:
https://doaj.org/article/af966642bb9a4fb3a3f15fd077f78ad4