Výsledky vyhledávání - "Stacking ensemble algorithm"

Multi-timescale photovoltaic power forecasting using an improved Stacking ensemble algorithm based LSTM-Informer model Autor Cao, Yisheng, Liu, Gang, Luo, Donghua, Bavirisetti, Durga Prasad, Xiao, Gang

“… To meet this demand, this paper proposes an LSTM-Informer model based on an improved Stacking ensemble algorithm (ISt-LSTM-Informer…”
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Diabetes prediction model based on GA-XGBoost and stacking ensemble algorithm Autor Li, Wenguang, Peng, Yan, Peng, Ke

“…Diabetes, as an incurable lifelong chronic disease, has profound and far-reaching effects on patients. Given this, early intervention is particularly crucial,…”
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Rapid determination of lamb meat freshness using the hyperspectral imaging combined with symmetric stacking ensemble algorithm Autor Zhang, Jue, Tian, Haiqing, Gong, Maoguo, Zhang, Lina, Zhao, Kai, Yu, Yang, Zhao, Hongyu, Zhang, Xinzhuang

“…Freshness is a key indicator in determining the quality of lamb meat. This study explores the feasibility of a rapid detection method for assessing lamb meat…”
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A stacking ensemble algorithm for improving the biases of forest aboveground biomass estimations from multiple remotely sensed datasets Autor Zhang, Yuzhen, Ma, Jun, Liang, Shunlin, Li, Xisheng, Liu, Jindong

“…Accurately quantifying the aboveground biomass (AGB) of forests is crucial for understanding global change-related issues such as the carbon cycle and climate…”
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Estimation of seismic wave incident angle using vibration response data and stacking ensemble algorithm Autor Zhang, Jiawen, Li, Mingchao, Han, Shuai, Deng, Genhua

“…The determination of the incident angle of an earthquake is one of the critical research issues in modeling the seismic input mechanism at a dam site and it is…”
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Multi-output prediction for TBM operation parameters based on stacking ensemble algorithm Autor Tang, Yu, Yang, Junsheng, You, Yuyang, Fu, Jinyang, Zheng, Xiangcou, Zhang, Cong

“…•A multi-output stacked model for simultaneously predicting TBM thrust and torque.•Combining three machine learning methods to select feature parameters for…”
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Advanced THz metasurface biosensor for label-free amino acid detection optimized with stacking ensemble algorithm Autor Wekalao, Jacob, Mehaney, Ahmed, Alarifi, Nassir Saad, Abukhadra, Mostafa R., Elsayed, Hussein A., Rajakannu, Amuthakkannan

“…This paper presents an advanced terahertz metasurface biosensor platform for real-time, label-free detection of amino acids. The biosensor incorporates…”
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Estimation of Potato Chlorophyll Content from UAV Multispectral Images with Stacking Ensemble Algorithm Autor Yang, Huanbo, Hu, Yaohua, Zheng, Zhouzhou, Qiao, Yichen, Zhang, Kaili, Guo, Taifeng, Chen, Jun

“…Rapid and accurate crop chlorophyll content estimation is crucial for guiding field management and improving crop yields. This study explored the potential for…”
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Combined prediction of rockburst based on multiple factors and stacking ensemble algorithm Autor Luo, Hu, Fang, Yong, Wang, Jianfeng, Wang, Yubo, Liao, Hang, Yu, Tao, Yao, Zhigang

“…Rockburst is a kind of common geological disaster in deep tunnel engineering. It has the characteristics of causing great harm and occurring at random…”
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Stacking Ensemble Algorithm to Predict Re-keying in Group Key Management Autor Kumari, Prity, Singh, Karam Ratan, Kumar, Ranjan

“… We employ a stacking ensemble algorithm to predict the re-keying value in a projective plane…”
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Advanced identification method for adverse geological conditions in TBM tunnels based on stacking ensemble algorithm and Bayesian theory Autor Wu, Zhijun, Huo, Dongbo, Chu, Zhaofei, Liu, Xiqi, Weng, Lei, Xu, Xiangyu, Li, Zheng

“…). This study presents a novel real-time identification method for adverse geological conditions ahead of TBM tunnel face based on the stacking ensemble algorithm and Bayesian theory…”
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Temperature field prediction of steel-concrete composite decks using TVFEMD-stacking ensemble algorithm Autor Tan, Benkun, Wang, Da, Shi, Jialin, Zhang, Lianqi

“…This research aims to develop an advanced deep learning-based ensemble algorithm, utilizing environmental temperature and solar radiation as feature factors,…”
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A framework combined stacking ensemble algorithm to classify crop in complex agricultural landscape of high altitude regions with Gaofen-6 imagery and elevation data Autor Ma, Zhiyuan, Li, Wei, Warner, Timothy A., He, Can, Wang, Xue, Zhang, Yu, Guo, Caili, Cheng, Tao, Zhu, Yan, Cao, Weixing, Yao, Xia

“…•A classification method combining RF-RFE and Stacking algorithms was proposed newly.•Single-temporal GF-6 images can identify crop in high-altitude…”
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Hybrid stacking ensemble algorithm and simulated annealing optimization for stability evaluation of underground entry-type excavations Autor Liu, Leilei, Zhao, Guoyan, Liang, Weizhang, Jian, Zheng

“…The stability of underground entry-type excavations (UETEs) is of paramount importance for ensuring the safety of mining operations. As more engineering cases…”
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Forecasting the Return of Carbon Price in the Chinese Market Based on an Improved Stacking Ensemble Algorithm Autor Ye, Peng, Li, Yong, Siddik, Abu Bakkar

“… Using a double sliding window scheme, we proposed an improved stacking ensemble algorithm that avoided overfitting risks and maintained temporal sequentiality…”
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Efficacy prediction of noninvasive ventilation failure based on the stacking ensemble algorithm and autoencoder Autor Liang, Na, Wang, Chengliang, Duan, Jun, Xie, Xin, Wang, Yu

“…Background Early prediction of noninvasive ventilation failure is of great significance for critically ill ICU patients to escalate or change treatment…”
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Intelligent prediction method for fracture pressure based on stacking ensemble algorithm Autor Zhang, Hao, Ren, Yangfeng, Zhang, Yan, Zheng, Shuangjin

“… prediction method for fracture pressure using conventional well logging data based on the Stacking ensemble algorithm…”
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Non-Fatal Drowning Risk Prediction Based on Stacking Ensemble Algorithm Autor Xie, Xinshan, Li, Zhixing, Xu, Haofeng, Peng, Dandan, Yin, Lihua, Meng, Ruilin, Wu, Wei, Ma, Wenjun, Chen, Qingsong

“…Drowning is a major public health problem and a leading cause of death in children living in developing countries. We seek better machine learning (ML)…”
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Spatial Prediction of Soil Organic Carbon Based on a Multivariate Feature Set and Stacking Ensemble Algorithm: A Case Study of Wei-Ku Oasis in China Autor Cao, Zuming, Luo, Xiaowei, Wang, Xuemei, Li, Dun

“…Accurate estimation of soil organic carbon (SOC) content is crucial for assessing terrestrial ecosystem carbon stocks. Although traditional methods offer…”
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MSFSS: A whale optimization-based multiple sampling feature selection stacking ensemble algorithm for classifying imbalanced data Autor Wang, Shuxiang, Shao, Changbin, Xu, Sen, Yang, Xibei, Yu, Hualong

“…Learning from imbalanced data is a challenging task in the machine learning field, as with this type of data, many traditional supervised learning algorithms…”
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