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检索条件"主题词=Random Forests algorithm"
24 条 记 录,以下是1-10 订阅
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Estimation of the dynamic modulus of asphalt concretes using random forests algorithm
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INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING 2022年 第2期23卷 250-260页
作者: Daneshvar, Dana Behnood, Ali Vienna Univ Technol Fac Civil Engn TU Wien Vienna Austria Purdue Univ Lyles Sch Civil Engn W Lafayette IN 47907 USA
Dynamic modulus () of asphalt can be estimated using predictive models to avoid the time-taking and costly laboratory-based measurements. Several predictive models such as the Witczak model have been widely used by ma... 详细信息
来源: 评论
Effective Improvement of the Accuracy of Snow Cover Discrimination Using a random forests algorithm Considering Multiple Factors: A Case Study of the Three-Rivers Headwater Region, Tibet Plateau
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REMOTE SENSING 2023年 第19期15卷 4644-4644页
作者: He, Rui Qin, Yan Zhao, Qiudong Chang, Yaping Jin, Zizhen Chinese Acad Sci Northwest Inst Ecoenvironm & Resources State Key Lab Cryospher Sci Lanzhou 730000 Peoples R China Chinese Acad Sci Northwest Inst Ecoenvironm & Resources Key Lab Ecohydrol Inland River Basin Lanzhou 730000 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China Xinjiang Univ Coll Geog & Remote Sensing Sci Urumqi 830017 Peoples R China Xinzhou Normal Univ Dept Geog Xinzhou 034000 Peoples R China
Accurate information on snow cover extent plays a crucial role in understanding regional and global climate change, as well as the water cycle, and supports the sustainable development of socioeconomic systems. Remote... 详细信息
来源: 评论
Prediction of Dissolved Gas in Power Transformer Oil Based on random forests algorithm  5
Prediction of Dissolved Gas in Power Transformer Oil Based o...
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5th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT)
作者: Deng, Ke Xiong, Weihong Zhu, Liming Zhang, Hongzhi Li, Zhengtian State Grid Hubei Elect Power Co Overhaul Branch Wuhan 430050 Peoples R China Ctr China Grid Co Ltd Wuhan 430077 Peoples R China HUST Wuhan 430074 Peoples R China
In order to adopt reasonable measures to anticipate and avoid possible internal failures in power transformers, accurate prediction of power transformer oil dissolved gas trends is useful. It is necessary to realize t... 详细信息
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Boosting SISSO performance on small sample datasets by using random forests prescreening for complex feature selection
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Frontiers of physics 2025年 第1期20卷 117-123页
作者: Xiaolin Jiang Guanqi Liu Jiaying Xie Zhenpeng Hu School of Physics Nankai UniversityTianjin 300071China
In materials science,data-driven methods accelerate material discovery and optimization while reducing costs and improving success *** regression is a key to extracting material descriptors from large datasets,in part... 详细信息
来源: 评论
Data-driven design of fault diagnosis for three-phase PWM rectifier using random forests technique with transient synthetic features
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IET POWER ELECTRONICS 2020年 第16期13卷 3571-3579页
作者: Kou, Lei Liu, Chuang Cai, Guo-wei Zhou, Jia-ning Yuan, Quan-de Northeast Elect Power Univ Sch Elect Engn Jilin 132012 Jilin Peoples R China Changchun Inst Technol Sch Comp Technol & Engn Changchun 130012 Peoples R China
A three-phase pulse-width modulation (PWM) rectifier can usually maintain operation when open-circuit faults occur in insulated-gate bipolar transistors (IGBTs), which will lead the system to be unstable and unsafe. A... 详细信息
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Maize and sorghum field segregation using multi-temporal Sentinel-2 data in central Mexico
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JOURNAL OF APPLIED REMOTE SENSING 2021年 第2期15卷
作者: Soler-Perez-Salazar, Maria J. Ortega-Garcia, Nicolas Vaca-Mier, Mabel Cram-Hyedric, Silke Univ Autonoma Metropolitana Energy Dept Azcapotzalco Mexico Inst Tecnol Super Salvatierra Guanajuato Mexico Univ Nacl Autonoma Mexico Inst Geog Coyoacan Mexico
Crop segregation in optical remote sensing cannot always be easily achieved among similar species since their spectral response can be similar. We aimed to distinguish fields of two C4 gramineae with similar plant str... 详细信息
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A refined zenith tropospheric delay model for Mainland China based on the global pressure and temperature 3 (GPT3) model and random forest
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GPS SOLUTIONS 2023年 第4期27卷 172页
作者: Li, Junyu Zhang, Qinglan Liu, Lilong Yao, Yibin Huang, Liangke Chen, Fade Zhou, Lv Zhang, Bao Guilin Univ Technol Coll Geomat & Geoinformat Guilin 541004 Peoples R China Guangxi Key Lab Spatial Informat & Geomat Guilin 541004 Peoples R China Wuhan Univ Sch Geodesy & Geomat Wuhan 430079 Peoples R China
Zenith Tropospheric Delay (ZTD) plays a vital role in Global Navigation Satellite System (GNSS) navigation, positioning, and meteorology. The generally accepted empirical models that are now in use can only reflect th... 详细信息
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Nonlinear overall annoyance level modeling and interior sound quality prediction for pure electric vehicle with extreme gradient boosting algorithm
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APPLIED ACOUSTICS 2022年 195卷
作者: Wang, Yanqin Zhang, Shuai Meng, Dejian Zhang, Lijun Minist Transport Res Inst Highway Beijing 100088 Peoples R China Natl Environm Protect Engn & Technol Ctr Rd Traff Beijing 100088 Peoples R China Tongji Univ Sch Automot Studies Shanghai 201804 Peoples R China
A single psychoacoustic metric cannot reflect pure electric vehicle (PEV) interior overall sound quality (SQ) accurately. There exists a complex nonlinear mapping relationship between psychoacoustic indexes and SQ pre... 详细信息
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Prediction method for galloping features of transmission lines based on FEM and machine learning
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COLD REGIONS SCIENCE AND TECHNOLOGY 2020年 第0期173卷 103031-000页
作者: Mou, Zheyue Yan, Bo Lin, Xiang Huang, Guizao Lv, Xin Chongqing Univ Coll Aerosp Engn Chongqing 400044 Peoples R China Chongqing Univ Coll Civil Engn Chongqing 400044 Peoples R China
Parameter study on galloping of iced transmission lines with different structural, ice and wind parameters is carried out by means of the finite element method (FEM), and a dataset is then created based on the numeric... 详细信息
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A social learning approach to carbon capture and storage demonstration project management: An empirical analysis
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APPLIED ENERGY 2021年 299卷 117336-117336页
作者: Kang, Jia-Ning Wei, Yi-Ming Liu, Lan-cui Yu, Bi-Ying Liao, Hua Beijing Inst Technol Ctr Energy & Environm Policy Res Beijing 100081 Peoples R China Beijing Inst Technol Sch Management & Econ Beijing 100081 Peoples R China Beijing Key Lab Energy Econ & Environm Management Beijing 100081 Peoples R China Beijing Normal Univ Business Sch Beijing 100875 Peoples R China
Carbon capture and storage (CCS) is an essential technology option for limiting global warming to well below 2 degrees Celsius. Demonstration is an important engineering measure towards large-scale CCS promotion. Impl... 详细信息
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