Search Results - "Stacking integration algorithm"

Stacking integration algorithm based on CNN-BiLSTM-Attention with XGBoost for short-term electricity load forecasting by Luo, Shucheng, Wang, Baoshi, Gao, Qingzhong, Wang, Yibao, Pang, Xinfu

“… In this paper, we propose an algorithm for short-term power load forecasting based on the stacking integration algorithm of Convolutional Neural Network-Bidirectional Long Short-Term Neural Network-Attention Mechanism…”
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Fault Diagnosis of Wind Turbine Generators Based on Stacking Integration Algorithm and Adaptive Threshold by Tang, Zhanjun, Shi, Xiaobing, Zou, Huayu, Zhu, Yuting, Yang, Yushi, Zhang, Yajia, He, Jianfeng

“…Fault alarm time lag is one of the difficulties in fault diagnosis of wind turbine generators (WTGs), and the existing methods are insufficient to achieve…”
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Research on Sinter Quality Prediction System Based on Granger Causality Analysis and Stacking Integration Algorithm by Li, Xin, Liu, Xiaojie, Li, Hongyang, Liu, Ran, Zhang, Zhifeng, Li, Hongwei, Lyu, Qing, Wen, Liangyixin

“… By analyzing the massive historical data on the sinter production of a steel company, this study proposes a sinter quality prediction system based on Granger causality analysis and a stacking integration algorithm…”
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Predicting Stroke Through Health Data Analysis and Stacking Integration Algorithm by Wang, Yi, Shang, Xinping, Dong, A'ni, Zhang, Chulan

“…Stroke is the second leading cause of death worldwide and a significant contributor to the global burden of disability. This study aims to analyze health data…”
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Achievement Prediction System Based on Stacking Integration Algorithm by Chen, Yan

“…The Stacking algorithm is a heterogeneous ensemble learning method that combines learning methods as a combination strategy. The first layer classifier is…”
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Developing an optimal individual tree diameter growth model for uneven-aged Pinus yunnanensis forests using machine learning algorithms by Deng, Longfeng, Wang, JianMing, Yin, JiTing, Guan, YaDong

“…The objective of this study was to develop more accurate predictions of the diameter growth of Pinus yunnanensis and to analyze the impact of various factors…”
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Design and Implementation of State Grid Data Operation Management System Based on Stacking Integration Algorithm by Wang, Jiajia, Zhang, Bo, Yao, Wenjian, Pan, Yingnan, Cheng, Lin

“… In this paper, a Stacking integration algorithm is proposed to optimize State Grid's data, management mode, and mapping structure, and the management level, security, and database rationality are verified…”
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Vibration Test of Single Coal Gangue Particle Directly Impacting the Metal Plate and the Study of Coal Gangue Recognition Based on Vibration Signal and Stacking Integration by Yang, Yang, Zeng, Qingliang, Yin, Guangjun, Wan, Lirong

“…In order to realize the recognition of coal gangue in the top coal caving process, a scheme of the coal gangue recognition based on the collision vibration…”
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Rockburst Intensity Classification Prediction Based on Multi-Model Ensemble Learning Algorithms by Wang, Jiachuang, Ma, Haoji, Yan, Xianhang

“…Rockburst is a common and huge hazard in underground engineering, and the scientific prediction of rockburst disasters can reduce the risks caused by…”
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基于集成模型的污水处理厂出水总氮预测方法 by 姚怡帆, 荆玉姝, 王丽艳, 刘长青

“…X703; 污水处理厂是控制水体污染、改善水环境质量的重要基础设施,建立可靠的污水处理厂出水水质预测模型以便及时反馈污水处理状况是污水处理领域的研究热点之一.利…”
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Joint prediction of the state of health and remaining useful life for lithium-ion batteries based on Wrapper Cascade-Stacking by Ma, Shuaijun, Hou, Xinxing, Luo, Maomao

“…) are stacked using the first Stacking Integration algorithm to build a lithium-ion battery aging model for SOH prediction…”
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A D-stacking dual-fusion, spatio-temporal graph deep neural network based on a multi-integrated overlay for short-term wind-farm cluster power multi-step prediction by Qu, Zhijian, Li, Jian, Hou, Xinxing, Gui, Jianglin

“… The Bagging, long short-term memory (LSTM), and random forest (RF) are superimposed based on the stacking integration algorithm…”
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Prediction of Copper Matte Grade Based on DN-GAN Stacking Algorithm: Prediction of copper matte grade based on DN-GAN stacking algorithm by Li, Tiangui, Gu, Wenjuan, Gao, Wenqi, Ding, Can, Yin, Yanchao

“… The tree-structured Parzen estimator (TPE) optimization algorithm is used to optimize the hyperparameters of the basic model in the stacking integration algorithm…”
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Research on Sand-Dust Storm Forecasting Based on Deep Neural Network with Stacking Ensemble Learning by Ren, Qing-dao-er-ji, Li, Na, Zhang, Weiming

“…Weather forecasting is an important factor affecting production and life. With the development of technology, weather forecasting methods such as weather map…”
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Recognizing and reducing effects of moisture-salt coexistence on soil organic matter spectral prediction：From laboratory to satellite by Wang, Danyang, Tan, Yayi, Li, Cheng, Xin, Jingda, Wang, Yunqi, Hou, Huagang, Gao, Lulu, Zhong, Changbo, Pan, Jianjun, Li, Zhaofu

“…Soil organic matter (SOM) mapping in salinized areas is crucial for scientific guidance on soil salinization. However, accurately mapping SOM is challenging…”
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A Grid Fault Diagnosis Method Based on Stacking Algorithm by Du, Mingxuan, Wang, Zirui, Zhang, Ziqi, Zhang, Xu

“… Therefore, a fusion model based on the Stacking integration algorithm is proposed, and four commonly used machine learning algorithms are selected for fusion…”
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Non-intrusive Load Identification Algorithm Based on Stacking Modeling by Miao, Weiwei, Zeng, Zeng, Teng, Changzhi, Zhang, Rui, Li, Shihao, Bi, Sibo, Wang, Jijun, Zhou, Haocheng, Li, Fubao, Zhang, Yongze

“…The non-intrusive power load identification relies on the smart meter’s voltage, current and power signals, which can realize the classification and monitoring…”
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Prediction of Ultimate Bearing Capacity of Oil and Gas Wellbore Based on Multi-Modal Data Analysis in the Context of Machine Learning by Li, Qiang

“…As important research for drilling engineering, the prediction of oil and gas shaft lining conditions is changing from the traditional method based on the…”
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Yield Prediction Model of Spinneret Buds Based on Stacking Algorithm by Wu, Wenhao, Miao, Yu

“…: The RF-BPNN-Stacking model is constructed using the stochastic forest and BP neural network models and the Stacking integration algorithm…”
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Ensemble prediction modeling of flotation recovery based on machine learning by He, Guichun, Liu, Mengfei, Zhao, Hongyu, Huang, Kaiqi

“…), support vector regression (SVR), random forest (RF), and the bagging, boosting, and stacking integration algorithms are employed to construct a flotation recovery prediction model…”
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