Monitoring air quality index with EWMA and individual charts using XGBoost and SVR residuals [0.03%]
基于XGBoost和SVR残差的EWMA和单值控制图空气质量指数监测方法研究
Zulfani Alfasanah,M Zaim Husnun Niam,Sri Wardiani et al.
Zulfani Alfasanah et al.
PM2.5 air pollution poses significant health risks, particularly in urban areas such as Jakarta, where concentrations frequently surpass acceptable levels due to rapid urbanization. This study addresses autocorrelation in air quality data a...
Comparative analysis and enhancing rainfall prediction models for monthly rainfall prediction in the Eastern Thailand [0.03%]
泰国东部月降雨量的降雨预测模型的比较分析与改进
Preeyanuch Chuasuk,Tachanat Bhatrasataponkul,Aniruj Akkarapongtrakul
Preeyanuch Chuasuk
Rainfall prediction is a crucial aspect of climate science, particularly in monsoon-influenced regions where accurate forecasts are essential. This study evaluates rainfall prediction models in the Eastern Thailand by examining an optimal l...
Enhanced diabetic retinopathy detection using U-shaped network and capsule network-driven deep learning [0.03%]
基于U型网络和胶囊网络驱动的深度学习的糖尿病视网膜病变检测方法
Govindharaj I,Poongodai A,Gnanajeyaraman Rajaram et al.
Govindharaj I et al.
Glaucoma, a severe eye disease leading to irreversible vision loss if untreated, remains a significant challenge in healthcare due to the complexity of its detection. Traditional methods rely on clinical examinations of fundus images, asses...
Methods to correct temperature-induced changes of soil moisture sensors to improve accuracy [0.03%]
修正土壤水分传感器温漂的方法以提高测量精度
Brenden Kelley,Nawab Ali,Younsuk Dong
Brenden Kelley
Accurate soil moisture measurement is critical for precision irrigation management when using sensor data to calculate application timing and volume. Especially under conditions with soil varying temperature, a sensors performance is always...
A new data science trajectory for analysing multiple studies: a case study in physical activity research [0.03%]
一种新的数据科学方法用于分析多项研究：一项关于身体活动研究的案例研究
Simone Catharina Maria Wilhelmina Tummers,Arjen Hommersom,Catherine Bolman et al.
Simone Catharina Maria Wilhelmina Tummers et al.
The analysis of complex mechanisms within population data, and within sub-populations, can be empowered by combining datasets, for example to gain more understanding of change processes of health-related behaviours. Because of the complexit...
Small area estimation of consumption per capita expenditure under simultaneous equation Rao-Yu model [0.03%]
同时方程Rao-Yu模型下的人均消费支出微估计研究
Reny Ari Noviyanti,Setiawan,Agnes Tuti Rumiati
Reny Ari Noviyanti
This article proposed a simultaneous equation model for small area estimation with random area and time-varying effects called the Simultaneous Equation Rao-Yu (SERY) model. In the context of small area estimation, many socioeconomic variab...
A novel computational method for rodent electrographic recording and analysis using off-the-shelf intracerebral depth electrodes [0.03%]
一种新型计算方法：利用现货颅内深部电极记录和分析啮齿动物脑电图
Cora Helton,Nicole Rodgers,Payton Klosa et al.
Cora Helton et al.
Electrographic recording of brain activity through either surface electrodes (electroencephalography, EEG) or implanted electrodes (electrocorticography, ECOG) are valuable research tools in neuroscience across many disciplines, including e...
On the Bayesian generalized extreme value mixture autoregressive model with adjusted SNR in non-standard actuarial data [0.03%]
基于调整信噪比的贝叶斯广义极值混合自回归模型及其在非标准精算数据中的应用
Chrisandi R Lande,Nur Iriawan,Dedy Dwi Prastyo
Chrisandi R Lande
This research introduces the Generalized Extreme Value Mixture Autoregressive (GEVMAR) model as an innovative approach for examining non-standard actuarial datasets within general insurance. Information concerning claim reserves often revea...
Taylor-Galerkin method for solving higher-order nonlinear complex differential equations [0.03%]
求解高阶非线性复微分方程的Taylor-Galerkin方法
Md Humayun Kabir,Md Shafiqul Islam,Md Kamrujjaman
Md Humayun Kabir
The Galerkin approach for numerically resolving higher-order Complex Differential Equations (CDEs) in a rectangular domain in the complex plane is presented in this work. Taylor polynomial functions are used in this method as basis or weigh...
Assessing U.S. public perceptions of global warming using social survey and climate data [0.03%]
利用社会调查和气候数据评估美国公众对全球变暖的看法
Xiaoxiao Wei,Eve Bohnett,Li An
Xiaoxiao Wei
This paper presents a methodological approach for assessing the relationship between weather patterns, regional climate trends, and public perceptions of global warming in the United States with control of socioeconomic, political, and ideo...