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检索条件"主题词=Ensemble learning algorithms"
25 条 记 录,以下是1-10 订阅
排序:
Mapping of Gold Prospectivity in the Qingchengzi Pb-Zn-Ag-Au Polymetallic District, China, with ensemble learning algorithms
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NATURAL RESOURCES RESEARCH 2025年 第1期34卷 41-60页
作者: Zhang, Zhiqiang Wang, Gongwen Carranza, Emmanuel John M. Li, Yingjie Liu, Xinxing Peng, Wuxu Fan, Junjie Xu, Fengming Hebei GEO Univ Hebei Prov Collaborat Innovat Ctr Strateg key hype Shijiazhuang 050031 Peoples R China Hebei GEO Univ Hebei Key Lab Strateg Crit Mineral Resources Shijiazhuang 050031 Peoples R China Hebei GEO Univ Sch Earth Sci Shijiazhuang 050031 Peoples R China China Univ Geosci MNR Key Lab Explorat Theory & Technol Crit Mineral Beijing 100083 Peoples R China Univ Free State Fac Nat & Agr Sci Dept Geol Bloemfontein South Africa China Geol Survey Ctr Geophys Survey Langfang 065000 Peoples R China China Geol Survey Shenyang Ctr Shenyang 110000 Peoples R China
ensemble learning (EL) is a machine learning paradigm where multiple learning algorithms (base learners) are trained to solve the same problem. This study provides a comprehensive evaluation of widely used EL algorith... 详细信息
来源: 评论
Comparison of tree-based ensemble learning algorithms for landslide susceptibility mapping in Murgul (Artvin), Turkey
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EARTH SCIENCE INFORMATICS 2024年 第2期17卷 1459-1481页
作者: Usta, Ziya Akinci, Halil Akin, Alper Tunga Artvin Coruh Univ Dept Geomat Engn TR-08100 Artvin Turkiye Karadeniz Tech Univ Dept Geomat Engn TR-61080 Trabzon Turkiye
Turkey's Artvin province is prone to landslides due to its geological structure, rugged topography, and climatic characteristics with intense rainfall. In this study, landslide susceptibility maps (LSMs) of Murgul... 详细信息
来源: 评论
Estimation of Soil Organic Carbon Content in the Ebinur Lake Wetland, Xinjiang, China, Based on Multisource Remote Sensing Data and ensemble learning algorithms
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SENSORS 2022年 第7期22卷 2685页
作者: Xie, Boqiang Ding, Jianli Ge, Xiangyu Li, Xiaohang Han, Lijing Wang, Zheng Xinjiang Univ Sch Geog Sci Urumqi 830046 Peoples R China Xinjiang Univ Xinjiang Key Lab Oasis Ecol Urumqi 830046 Peoples R China Xinjiang Univ Environm Modelling Higher Educ Inst Key Lab Smart City Urumqi 830046 Peoples R China
Soil organic carbon (SOC), as the largest carbon pool on the land surface, plays an important role in soil quality, ecological security and the global carbon cycle. Multisource remote sensing data-driven modeling stra... 详细信息
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Multisource remote sensing and ensemble learning for multidimensional monitoring of heavy metals on mine surfaces
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ENVIRONMENTAL GEOCHEMISTRY AND HEALTH 2025年 第5期47卷 1-15页
作者: Li, Yanru Yang, Keming Gu, Xinru Peng, Lishun Chen, Xinyang China Univ Min & Technol Beijing Coll Geosci & Surveying Engn Beijing 100083 Peoples R China
This study aims to establish monitoring models for surface heavy metals in mining areas by utilizing multi-source remote sensing data and ensemble learning algorithms. By collecting heavy metal content data from soil ... 详细信息
来源: 评论
Higher-order rumor and anti-rumor propagation and data-driven optimal control on hypergraphs
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CHAOS SOLITONS & FRACTALS 2025年 193卷
作者: Zhong, Xiaojing Luo, Chaolong Zhang, Jing Liu, Guiyun Guangzhou Univ Sch Mech & Elect Engn Guangzhou 510006 Peoples R China
To address the "explosive"propagation phenomenon in social networks, we propose a novel hypergraph propagation model that captures the higher-order interaction process between rumor and anti-rumor. By calcul... 详细信息
来源: 评论
Interpretable predictive modeling, sustainability assessment, and cost analysis of cement-based composite containing secondary raw materials
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CONSTRUCTION AND BUILDING MATERIALS 2025年 473卷
作者: Asif, Usama Memon, Shazim Ali Nazarbayev Univ Sch Engn & Digital Sci Dept Civil & Environm Engn Nur Sultan 010000 Kazakhstan Univ Maryland Dept Civil & Environm Engn College Pk MD 20742 USA
The use of secondary cementitious raw materials (SCMs) in concrete, such as silica fume (SF) and ground granulated blast furnace slag (GGBS), can be a worthy option to reduce COQ emissions arising from the use of ceme... 详细信息
来源: 评论
Early prediction of postpartum dyslipidemia in gestational diabetes using machine learning models
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SCIENTIFIC REPORTS 2025年 第1期15卷 1-13页
作者: Jiang, Zhifa Chen, Xiekun Lai, Yuhang Liu, Jingwen Ye, Xiangyun Chen, Ping Zhang, Zhen Huizhou First Maternal & Child Hlth Care Hosp Obstet & Gynaecol Huizhou 516000 Guangdong Peoples R China Huizhou Univ Sch Comp Sci & Engn Huizhou 516000 Guangdong Peoples R China
This study addresses a gap in research on predictive models for postpartum dyslipidemia in women with gestational diabetes mellitus (GDM). The goal was to develop a machine learning-based model to predict postpartum d... 详细信息
来源: 评论
AI-powered smart prediction of axial load in CFST columns: a sustainable and resilient structural engineering approach
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INNOVATIVE INFRASTRUCTURE SOLUTIONS 2025年 第5期10卷 1-40页
作者: Gupta, Megha Prakash, Satya Ghani, Sufyan Sharda Univ Dept Civil Engn Greater Noida India
This paper presents a novel ensemble learning-based framework for accurately predicting the ultimate axial compressive load-carrying capacity of S/RCFST columns, contributing to the development of resilient and sustai... 详细信息
来源: 评论
A Three-Stage Based ensemble learning for Improved Software Fault Prediction: An Empirical Comparative Study
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INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS 2018年 第1期11卷 1229-1247页
作者: Yohannese, Chubato Wondaferaw Li, Tianrui Bashir, Kamal Southwest Jiaotong Univ Sch Informat Sci & Technol Chengdu 611756 Sichuan Peoples R China
Software Fault Prediction (SFP) research has made enormous endeavor to accurately predict fault proneness of software modules, thus maximize precious software test resources, reduce maintenance cost and contributes to... 详细信息
来源: 评论
Human fall detection using neuro-fuzzy models based on ensemble learning
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PROGRESS IN ARTIFICIAL INTELLIGENCE 2022年 第3期11卷 219-232页
作者: Kordnoori, Shirin Sharifi, Arash Shah-Hosseini, Hamed Islamic Azad Univ Dept Comp Engn Sci & Res Branch Tehran Iran
Human falling may be due to a violent act, a heart attack or perhaps physical illness. Every year, many old people are being treated for injuries or even die in hospitals which caused by falling. From there, there is ... 详细信息
来源: 评论