Zobrazeno 1 - 10
of 1 685
pro vyhledávání: '"shapley additive explanations"'
Publikováno v:
Problems of the Regional Energetics, Vol 64, Iss 4, Pp 1-9 (2024)
The functioning of deeply integrated technological systems in the power industry depends on the quality of power supply systems. Reliable power supply requires minimizing emergencies at power plants and substations. Reducing the accident rate is poss
Externí odkaz:
https://doaj.org/article/830e01fc56f0425eb3c8b468a33e42e4
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract Data are becoming more important in education since they allow for the analysis and prediction of future behaviour to improve academic performance and quality at educational institutions. However, academic performance is affected by regions
Externí odkaz:
https://doaj.org/article/5e7c89be67ba42d3a06714308349dc03
Autor:
Sheng Zhou, Jing Chen, Shanshan Wei, Chengxing Zhou, Die Wang, Xiaofan Yan, Xun He, Pengcheng Yan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract DNA methylation plays a significant role in regulating transcription and exhibits a systematic change with age. These changes can be used to predict an individual’s age. First, to identify methylation sites associated with biological age;
Externí odkaz:
https://doaj.org/article/9357a049144045f0891a3ccb854302f4
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-15 (2024)
Abstract Recent advancements in sustainable agriculture have spurred interest in hydroponics as an alternative to conventional farming methods. However, the lack of data-driven approaches in hydroponic growth presents a significant challenge. This st
Externí odkaz:
https://doaj.org/article/7cb162d6cf274abeaeb8a5a2e9628948
Autor:
Yutong Cui, Zichen Luo, Xiaobo Wang, Shiqi Liang, Guangbing Hu, Xinrui Chen, Ji Zuo, Lu Zhou, Haiyang Guo, Xianfei Wang
Publikováno v:
BMC Gastroenterology, Vol 24, Iss 1, Pp 1-14 (2024)
Abstract Objective Submucosal infiltration of less than 200 μm is considered an indication for endoscopic surgery in cases of superficial esophageal cancer and precancerous lesions. This study aims to identify the risk factors associated with submuc
Externí odkaz:
https://doaj.org/article/a63e6ae21bcb406eb51d88ecda38337d
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract The evaluation of creep rupture life is complex due to its variable formation mechanism. In this paper, machine learning algorithms are applied to explore the creep rupture life span as a function of 27 physical properties to address this is
Externí odkaz:
https://doaj.org/article/eb3fb189cabf4900b1821c021b89f8c3
Autor:
José T. Moreira-Filho, Dhruv Ranganath, Mike Conway, Charles Schmitt, Nicole Kleinstreuer, Kamel Mansouri
Publikováno v:
Journal of Cheminformatics, Vol 16, Iss 1, Pp 1-27 (2024)
Abstract With the increased availability of chemical data in public databases, innovative techniques and algorithms have emerged for the analysis, exploration, visualization, and extraction of information from these data. One such technique is chemic
Externí odkaz:
https://doaj.org/article/4e06f021754148c3877a42c8c5c607f5
Publikováno v:
Journal of Rock Mechanics and Geotechnical Engineering, Vol 16, Iss 8, Pp 3221-3232 (2024)
Boosting algorithms have been widely utilized in the development of landslide susceptibility mapping (LSM) studies. However, these algorithms possess distinct computational strategies and hyperparameters, making it challenging to propose an ideal LSM
Externí odkaz:
https://doaj.org/article/6029f72b38414ba7887c01b27b78457c
Publikováno v:
Pragmatic and Observational Research, Vol Volume 15, Pp 121-137 (2024)
Tingting Wang,1 Juntao Tan,2 Tiantian Wang,2 Shoushu Xiang,2 Yang Zhang,1 Chang Jian,1 Jie Jian,1 Wenlong Zhao1,3 1College of Medical Informatics, Chongqing Medical University, Chongqing, 400016, People’s Republic of China; 2Operation Management Of
Externí odkaz:
https://doaj.org/article/e4192225eca544cca9ae3faf7ff62208
Publikováno v:
Clinical and Experimental Pediatrics, Vol 67, Iss 8, Pp 405-414 (2024)
Background Intravenous immunoglobulin (IVIG)-resistant Kawasaki disease is associated with coronary artery lesion development. Purpose This study aimed to explore the factors associated with IVIG-resistance and construct and validate an interpretable
Externí odkaz:
https://doaj.org/article/14c189ab1e66456194315c4df30fb4fd