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检索条件"主题词=Machine Learning Algorithms"
25808 条 记 录,以下是611-620 订阅
排序:
Estimating the thermal conductivity of soils using six machine learning algorithms
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INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER 2022年 第0期136卷
作者: Li, Kai-Qi Liu, Yong Kang, Qing Wuhan Univ Inst Engn Risk & Disaster Prevent State Key Lab Water Resources & Hydropower Engn Sc 299 Bayi Rd Wuhan 430072 Peoples R China Natl Univ Singapore Dept Civil & Environm Engn 1 Engn Dr 2 Singapore 117576 Singapore
Many machine learning algorithms have been applied to determine soil properties in recent years. However, the prediction performances of thermal conductivity of soils via machine learning algorithms are still unclear ... 详细信息
来源: 评论
Comparison of machine learning algorithms in the Prediction of Hospitalized Patients with Schizophrenia
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SENSORS 2022年 第7期22卷 2517页
作者: Gongora Alonso, Susel Marques, Goncalo Agarwal, Deevyankar De la Torre Diez, Isabel Franco-Martin, Manuel Univ Valladolid Dept Signal Theory & Commun Paseo Belen 15 Valladolid 47011 Spain Polytech Coimbra ESTGOH Rua Gen Santos Costa P-3400124 Oliveira Do Hospital Portugal Higher Coll Technol Dept Engn EEE Sect Muscat 113 Oman Hosp Zamora Psiquiatry Serv Zamora 49021 Spain
New computational methods have emerged through science and technology to support the diagnosis of mental health disorders. Predictive models developed from machine learning algorithms can identify disorders such as sc... 详细信息
来源: 评论
MODIS-Based Estimation of Terrestrial Latent Heat Flux over North America Using Three machine learning algorithms
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REMOTE SENSING 2017年 第12期9卷 1326-1326页
作者: Wang, Xuanyu Yao, Yunjun Zhao, Shaohua Jia, Kun Zhang, Xiaotong Zhang, Yuhu Zhang, Lilin Xu, Jia Chen, Xiaowei Beijing Normal Univ Fac Geog Sci State Key Lab Remote Sensing Sci Beijing 100875 Peoples R China Beijing Normal Univ Inst Remote Sensing Sci & Engn Fac Geog Sci Beijing Engn Res Ctr Global Land Remote Sensing P Beijing 100875 Peoples R China Minist Environm Protect Satellite Environm Ctr Beijing 100094 Peoples R China Capital Normal Univ Coll Resource Environm & Tourism Beijing 100048 Peoples R China
Terrestrial latent heat flux (LE) is a key component of the global terrestrial water, energy, and carbon exchanges. Accurate estimation of LE from moderate resolution imaging spectroradiometer (MODIS) data remains a m... 详细信息
来源: 评论
Comparison of SERS spectra of intact and inactivated viruses via machine learning algorithms for the viral disease's diagnosis application
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PHOTONICS AND NANOSTRUCTURES-FUNDAMENTALS AND APPLICATIONS 2024年 61卷
作者: Andreeva, Olga Tabarov, Artem Grigorenko, Konstantin Dobroslavin, Alexander Gazizulin, Azat Gorshkov, Andrey Zheltukhina, Alyona Gavrilova, Nina Danilenko, Daria Vitkin, Vladimir ITMO Univ Birzhevaya Liniya 14 St Petersburg 199034 Russia Smorodintsev Res Inst Influenza Prof Popova Str 15-17 St Petersburg 197376 Russia
In this work, Surface-enhanced Raman spectroscopy (SERS) along with machine learning algorithms (MLA) were used to detect and classify the viral particles to assess the possibility of using the spectra of inactivated ... 详细信息
来源: 评论
Investigation of landslide dam life span using prediction models based on multiple machine learning algorithms
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GEOMATICS NATURAL HAZARDS & RISK 2023年 第1期14卷
作者: Wu, Hao Nian, Tingkai Shan, Zhigang Chinese Acad Sci Inst Mt Hazards & Environm Chengdu Sichuan Peoples R China POWERCHINA Huadong Engn Corp Ltd Hangzhou Zhejiang Peoples R China Dalian Univ Technol Sch Civil Engn Dalian Liaoning Peoples R China
A rapid and accurate prediction of a landslide dam's life span is of significant importance for emergency geological treatment. However, current prediction models for the state of a landslide dam are based solely ... 详细信息
来源: 评论
Intelligent prediction of comprehensive mechanical properties of recycled aggregate concrete with supplementary cementitious materials using hybrid machine learning algorithms
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CASE STUDIES IN CONSTRUCTION MATERIALS 2024年 21卷
作者: Miao, Xu Zhu, Ji-Xiang Zhu, Wen-Biao Wang, Yuzhou Peng, Ligang Dong, Hao-Le Xu, Ling-Yu Zhejiang Univ Coll Civil Engn & Architecture Hangzhou Zhejiang Provin Peoples R China Hong Kong Polytech Univ Dept Civil & Environm Engn Hung Hom Kowloon Hong Kong Peoples R China
Considering the wide utilization of multi-component supplementary cementitious materials in recycled aggregate concrete, an intelligent prediction of comprehensive mechanical properties of this sustainable low-carbon ... 详细信息
来源: 评论
Surface Soil Moisture Retrieval on Qinghai-Tibetan Plateau Using Sentinel-1 Synthetic Aperture Radar Data and machine learning algorithms
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REMOTE SENSING 2023年 第1期15卷 153-153页
作者: Dong, Leilei Wang, Weizhen Jin, Rui Xu, Feinan Zhang, Yang Chinese Acad Sci Northwest Inst Ecoenvironm & Resources Key Lab Remote Sensing Gansu Prov Heihe Remote Sensing Expt Res Stn Lanzhou 730000 Peoples R China Chinese Acad Sci Key Lab Land Surface Proc & Climate Change Cold & Lanzhou 730000 Peoples R China
Soil moisture is a key factor in the water and heat exchange and energy transformation of the ecological systems and is of critical importance to the accurate obtainment of the soil moisture content for supervising wa... 详细信息
来源: 评论
Data mining with 12 machine learning algorithms for predict costs and carbon dioxide emission in integrated energy-water optimization model in buildings
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ENERGY CONVERSION AND MANAGEMENT 2021年 238卷 114153-114153页
作者: Javanmard, Majid Emami Ghaderi, S. F. Hoseinzadeh, Mohamad Univ Tehran Coll Engn Sch Ind Engn Tehran Iran Res Inst Energy Management & Planning Tehran Iran
In recent years, various models, which employ green and sustainable energy-supplying systems, have been presented in different ways to optimize water and energy consumption in several countries, pursuing the purpose o... 详细信息
来源: 评论
Estimating the grade of storm surge disaster loss in coastal areas of China via machine learning algorithms
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ECOLOGICAL INDICATORS 2022年 第0期136卷 108533-108533页
作者: Zhang, Suming Zhang, Jie Li, Xiaomin Du, Xuexue Zhao, Tangqi Hou, Qi Jin, Xifang China Univ Petr East China Coll Oceanog & Space Informat Qingdao 266580 Peoples R China Minist Nat Resources China Inst Oceanog 1 Qingdao 266061 Peoples R China State Ocean Adm North Sea Marine Forecast Ctr Qingdao 266001 Peoples R China
Storm surge is the most severe marine disaster in China, affecting the whole coastal area. Estimating storm surge disaster loss (SSDL) is significant to disaster prevention, sustainability and decision-making. Taking ... 详细信息
来源: 评论
Research on hot deformation behavior of Cu-Ti alloy based on machine learning algorithms and microalloying
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MATERIALS TODAY COMMUNICATIONS 2024年 39卷
作者: Zhang, Mengxiao Chen, Dayong Liu, Huan Zhang, Yanyan Song, Hongwu Xu, Yong Zhang, Shihong Chinese Acad Sci Shi Changxu Innovat Ctr Adv Mat Inst Met Res Shenyang 110016 Peoples R China Univ Sci & Technol China Sch Mat Sci & Engn Shenyang 110016 Peoples R China Shenyang Ligong Univ Sch Mech Engn Shenyang 110159 Peoples R China
High strength and high elasticity copper alloys have good application prospects due to their excellent mechanical properties. The deformation and heat treatment in its preparation process are important steps to ensure... 详细信息
来源: 评论