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检索条件"主题词=Machine Learning algorithm"
933 条 记 录,以下是151-160 订阅
排序:
Enhanced groundwater vulnerability assessment to nitrate contamination in Chongqing, Southwest China: Integrating novel explainable machine learning algorithms with DRASTIC-LU
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HYDROLOGY RESEARCH 2024年 第6期55卷 663-682页
作者: Liang, Yuanyi Zhang, Xingjun Sun, Yigao Yao, Linlin Gan, Lin Wu, Jialin Chen, Si Li, Junyi Wang, Jian Minist Nat Resources Chongqing Inst Geol & Mineral Resources Observat & Res Stn Ecol Restorat Chongqing Typ Min Chongqing 401120 Peoples R China Chengdu Univ Technol Geothermal Res Ctr Chengdu 610059 Peoples R China Guangdong Univ Technol Sch Ecol Environm & Resources Key Lab City Cluster Environm Safety & Green Dev Minist Educ Guangzhou 510006 Peoples R China Chongqing Inst Geol Environm Monitoring Chongqing 401122 Peoples R China
Groundwater vulnerability to nitrate assessment serves as a measure of potential groundwater nitrate pollution in a target area. The primary objective of this study is to utilize the traditional DRASTIC-land use asses... 详细信息
来源: 评论
Nutrient based classification of Phyllospora comosa biomasses using machine learning algorithms: Towards sustainable valorisation
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FOOD RESEARCH INTERNATIONAL 2025年 201卷 115554页
作者: Somasundaram, Thiru Chenduran Mock, Thomas Steven Callahan, Damien L. Francis, David Scott Deakin Univ Sch Life & Environm Sci Nutr & Seafood Lab NuSea Lab Queenscliff Vic Australia Deakin Univ Sch Life & Environm Sci Burwood Campus Melbourne 3125 Australia
Sustainable seaweed value chains necessitate accurate biomass biochemical characterisation that leads to product development, geographical authentications and quality and sustainability assurances. Underutilised yet a... 详细信息
来源: 评论
Exploring the role of topological descriptors to predict physicochemical properties of anti-HIV drugs by using supervised machine learning algorithms
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BMC CHEMISTRY 2024年 第1期18卷 1-22页
作者: Ahmed, Wakeel Zaman, Shahid Asif, Eizzah Ali, Kashif Mahmoud, Emad E. Asheboss, Mamo Abebe Univ Sialkot Dept Math Sialkot 51310 Pakistan COMSATS Univ Dept Math Islamabad Lahore Campus Lahore 51000 Pakistan Taif Univ Dept Math & Stat Collage Sci POB 11099 Taif 21944 Saudi Arabia Wollega Univ Dept Math Nekemte 395 Ethiopia Univ Nizwa Dept Math & Phys Sci Nizwa Oman
In order to explore the role of topological indices for predicting physio-chemical properties of anti-HIV drugs, this research uses python program-based algorithms to compute topological indices as well as machine lea... 详细信息
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Estimating reservoir evaporation rate: fusing remotely sensed solar radiation and temperature features with machine learning algorithms
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THEORETICAL AND APPLIED CLIMATOLOGY 2025年 第3期156卷 1-18页
作者: Eshetu, Kidist Demessie Seifu, Tesema Kebede Alamirew, Tena Woldesenbet, Tekalegn Ayele Haramaya Univ Haramaya Inst Technol POB 138 Diredawa Ethiopia Addis Ababa Univ Ethiopian Inst Water Resources POB 1176 Addis Ababa Ethiopia Addis Ababa Univ Water & Land Resources Ctr WLRC POB 1176 Addis Ababa Ethiopia
Remotely sensed data fused with data-driven technologies prove crucial for determining lake evaporation and effectively regulating reservoirs in areas with inadequate information. This study evaluates how well solar r... 详细信息
来源: 评论
Estimation of chlorophyll-a in uncrewed aircraft systems imagery using autonomous surface vessel data with machine learning algorithms and feature selection techniques
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ECOLOGICAL INFORMATICS 2025年 85卷
作者: Islam, Mohammad Shakiul Dash, Padmanava Nur, Abduselam M. Ahmad, Hafez Panda, Rajendra M. Wolfe, Jessica S. Turnage, Gray Hathcock, Lee Chesser Jr, Gary D. Moorhead, Robert J. Mississippi State Univ Dept Geosci Mississippi State MS 39762 USA Mississippi State Univ Dept Wildlife Fisheries & Aquaculture Mississippi State MS 39762 USA Mississippi State Univ Geosyst Res Inst Mississippi State MS USA Mississippi State Univ Dept Ag & Bio Engn Mississippi State MS USA
Chlorophyll-a (Chl-a) is a critical biological indicator of the eutrophic state of water bodies, emphasizing the importance of its detailed characterization and continuous monitoring. This study evaluated the performa... 详细信息
来源: 评论
Diagnostic and comparative performance for the prediction of tuberculous pleural effusion using machine learning algorithms
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INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS 2024年 182卷 105320-105320页
作者: Liu, Yanqing Liang, Zhigang Yang, Jing Yuan, Songbo Wang, Shanshan Huang, Weina Wu, Aihua Ningbo Univ Affiliated Hosp 1 Dept Lab Med Ningbo Zhejiang Peoples R China Ningbo Univ Dept Thorac Surg Affiliated Hosp 1 Ningbo Zhejiang Peoples R China Ningbo Univ Affiliated Hosp 1 Dept Resp & Crit Care Med Ningbo Zhejiang Peoples R China Ningbo Univ Dept Lab Med Affiliated Peoples Hosp Ningbo Zhejiang Peoples R China Ningbo Univ Affiliated Hosp 1 Dept Lab Med 59 Liuting St Ningbo 315010 Zhejiang Peoples R China Ningbo Univ Affiliated Hosp 1 Dept Resp & Crit Care Med 59 Liuting St Ningbo 315010 Zhejiang Peoples R China
Objective: Early diagnosis and differential diagnosis of tuberculous pleural effusion (TPE) remains challenging and is critical to the patients' prognosis. The present study aimed to develop nine machine learning ... 详细信息
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Can Reclaimed Asphalt Pavement Aggregates be Effectively Utilized in Designing Paving-Grade Geopolymer Concrete? An Experimental Study with Strength Prediction Using machine learning algorithms
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TRANSPORTATION RESEARCH RECORD 2024年 第12期2678卷 1905-1922页
作者: Ghosh, Ayana Ransinchung, G. D. R. N. Kumar, Praveen Indian Inst Technol Roorkee Dept Civil Engn Roorkee India
Geopolymer concrete (GPC) has emerged as a prominent choice in the construction industry as a sustainable alternative binder. This research delves into the performance of paving-grade GPC by recycling reclaimed asphal... 详细信息
来源: 评论
Comparison of machine learning algorithms for Estimating Global Lake Clarity With Landsat TOA Data
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IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 2024年 62卷 1页
作者: Wang, Qiang Liu, Ge Song, Kaishan Wen, Zhidan Shang, Yingxin Li, Sijia Fang, Chong Tao, Hui Chinese Acad Sci Northeast Inst Geog & Agroecol Changchun 130102 Peoples R China Univ Chinese Acad Sci Beijing 100049 Peoples R China Liaocheng Univ Sch Environm & Planning Liaocheng 252000 Peoples R China
The Secchi disk depth (SDD) is a measure of water clarity appropriate to assess a lake's trophic level. Optical satellite remote sensing has been widely used to detect water SDD at regional, continental, or global... 详细信息
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Design and application of optical communication technology based on machine learning algorithms in physical education teaching information management system
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OPTICAL AND QUANTUM ELECTRONICS 2024年 第1期56卷 1-19页
作者: Zhai, Qingwen Chen, Xiao Guangdong Ocean Univ Sch Sport & Recreat Zhanjiang 524088 Guangdong Peoples R China
With the rapid development of information technology, physical education information management system has become an important part of modern education. However, the traditional physical education information manageme... 详细信息
来源: 评论
An integrated study fusing systems biology and machine learning algorithms for genome-based discrimination of IPF and NSIP diseases: a new approach to the diagnostic challenge
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SOFT COMPUTING 2024年 第6期28卷 5721-5749页
作者: Amjad, Elham Asnaashari, Solmaz Dastmalchi, Siavoush Sokouti, Babak Tabriz Univ Med Sci Biotechnol Res Ctr Tabriz Iran Tabriz Univ Med Sci Sch Pharm Tabriz Iran
Idiopathic pulmonary fibrosis (IPF) and nonspecific interstitial pneumonia (NSIP) are the two types of idiopathic interstitial pneumonia that are most prevalent. IPF and NSIP, often known as chronic interstitial pneum... 详细信息
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