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检索条件"主题词=Generalized Additive Model"
971 条 记 录,以下是31-40 订阅
排序:
A Kernel Density Estimation Approach and Statistical generalized additive model of Western North Pacific Typhoon Activities
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ATMOSPHERE 2022年 第7期13卷 1128页
作者: Wang, Xiang Wahiduzzaman, Md Yeasmin, Alea Nanjing Univ Informat Sci & Technol Inst Climate & Applicat Res Nanjing 210044 Peoples R China Federat Univ Sch Engn Informat Technol & Phys Sci Ballarat Vic 3350 Australia
This paper presents a development of a statistical model of typhoon genesis, tracks based on kernel density estimation and a generalized additive model (GAM). modeling of typhoon activity is ultimately beneficial to t... 详细信息
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Adaptive Load Forecasting Methodology Based on generalized additive model with Automatic Variable Selection
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SENSORS 2022年 第19期22卷 7247-7247页
作者: Krstonijevic, Sovjetka Univ Belgrade Inst Mihajlo Pupin Belgrade 11000 Serbia Univ Belgrade Sch Elect Engn Belgrade 11000 Serbia
For decentralized energy management in a smart grid, there is a need for electric load forecasting at different places in the grid hierarchy and for different levels of aggregation. Load forecasting functionality reli... 详细信息
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Spatial-temporal generalized additive model for modeling COVID-19 mortality risk in Toronto, Canada
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SPATIAL STATISTICS 2022年 第0期49卷 100526页
作者: Feng, Cindy Dalhousie Univ Fac Med Dept Community Hlth & Epidemiol Halifax NS B3H 1V7 Canada
This article presents a spatial-temporal generalized additive model for modeling geo-referenced COVID-19 mortality data in Toronto, Canada. A range of factors and spatial-temporal terms are incorporated into the model... 详细信息
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Evaluation of Abiotic Controls on Windthrow Disturbance Using a generalized additive model: A Case Study of the Tatra National Park, Slovakia
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FORESTS 2020年 第12期11卷 1259-1259页
作者: Falt'an, Vladimir Katina, Stanislav Minar, Jozef Polcak, Norbert Banovsky, Martin Maretta, Martin Zamecnik, Stanislav Petrovic, Frantisek Comenius Univ Fac Nat Sci Dept Phys Geog & Geoecol Ilkovicova 6 Bratislava 84215 Slovakia Masaryk Univ Fac Sci Inst Math & Stat Kotlarska 267-2 Brno 61137 Czech Republic Slovak Hydrometeorol Inst Dept Meteorol Forecasts & Warnings Jeseniova 17 Bratislava 83315 Slovakia T MAPY Slovensko Ltd Medeny Hamor 15 Banska Bystrica 97401 Slovakia Esprit Ltd Pletiarska 2 Banska Stiavnica 96901 Slovakia Constantine Philosopher Univ Nitra Fac Nat Sci Dept Ecol & Environmentalist Nitra 94901 Slovakia
Windthrows are the most important type of disturbance occurring in the forests of Central Europe. On 19 November 2004, the strong northeastern katabatic winds caused significant damage and land cover change to more th... 详细信息
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generalized Sparse additive model with Unknown Link Function  24
Generalized Sparse Additive Model with Unknown Link Function
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24th IEEE International Conference on Data Mining, ICDM 2024
作者: Yuan, Peipei You, Xinge Chen, Hong Zhang, Xuelin Peng, Qinmu School of Electronic Information and Communications Huazhong University of Science and Technology Wuhan China College of Informatics Huazhong Agricultural University Wuhan China
generalized additive models (GAMs) have been successfully applied to high dimensional data. However, most existing methods cannot capture the high level feature patterns from complex data. To alleviate this problem, w... 详细信息
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On forecasting the intraday Bitcoin price using ensemble of variational mode decomposition and generalized additive model
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JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES 2020年 第3期34卷 1003-1009页
作者: Gyamerah, Samuel Asante Pan African Univ Inst Basic Sci Technol & Innovat Lagos Kenya
High frequency Bitcoin price series are often non-linear and non-stationary and hence forecasting the price of Bitcoin directly or by transformation using statistical models is subject to large errors. This paper pres... 详细信息
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Influence of weather and air pollution on concentration change of PM2.5 using a generalized additive model and gradient boosting machine
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ATMOSPHERIC ENVIRONMENT 2021年 255卷 118437-118437页
作者: Cheng, Bowen Ma, Yuxia Feng, Fengliu Zhang, Yifan Shen, Jiahui Wang, Hang Guo, Yongtao Cheng, Yifan Lanzhou Univ Coll Atmospher Sci Key Lab Semiarid Climate Change Minist Educ Lanzhou 730000 Peoples R China
Particulate matter with a diameter of <2.5 mu m (PM2.5) is a critical air pollutant that adversely affects human health and the ecological environment. Using the data of daily air pollutant concentration and meteor... 详细信息
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Combined generalized additive model and Random Forest to evaluate the influence of environmental factors on phytoplankton biomass in a large eutrophic lake
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ECOLOGICAL INDICATORS 2021年 130卷 108082-108082页
作者: Zhang, Jinpeng Zhi, Mengmeng Zhang, Ying Shandong Normal Univ Coll Geog & Environm Jinan 250358 Shandong Peoples R China Chinese Res Inst Environm Sci Beijing 100012 Peoples R China Xian Univ Architecture & Technol Sch Environm & Municipal Engn Xian 710055 Shaanxi Peoples R China
The over-proliferation of phytoplankton has been a public concern for the last several decades. To evaluate the importance of different environmental factors on phytoplankton biomass variations with their complex resp... 详细信息
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Source attribution of air pollution using a generalized additive model and particle trajectory clusters
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SCIENCE OF THE TOTAL ENVIRONMENT 2021年 780卷 146458-146458页
作者: de Foy, Benjamin Heo, Jongbae Kang, Ji-Yoon Kim, Hwajin Schauer, James J. St Louis Univ Dept Earth & Atmospher Sci St Louis MO 63103 USA Busan Dev Inst Busan South Korea Korea Inst Sci & Technol Ctr Environm Hlth & Welf Res Seoul South Korea Univ Wisconsin Environm Chem & Technol Program Madison WI USA Wisconsin State Lab Hyg Madison WI USA
Speciated hourly measurements of fine aerosols were made for more than two years at an urban, an industrial and a port site in Busan, Korea. A generalized additive model (GAM) was designed to deconvolve factors contri... 详细信息
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A generalized additive model-based data-driven solution for lithium-ion battery capacity prediction and local effects analysis
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TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL 2021年
作者: Chen, Tao Gao, Ciwei Hui, Hongxun Cui, Qiushi Long, Huan Southeast Univ Sch Elect Engn Nanjing 210096 Peoples R China Univ Macau State Key Lab Internet Things Smart City Zhuhai Peoples R China Arizona State Univ Dept Elect & Comp Engn Tempe AZ 85287 USA
Lithium-ion battery-based energy storage systems have been widely utilized in many applications such as transportation electrification and smart grids. As a key health status indicator, battery performance would highl... 详细信息
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