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Geocarto International Volume 37, 2022 - Issue 9
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Original Articles

Spatial modelling of accidents risk caused by driver drowsiness with data mining algorithms

Farbod Farhangia Faculty of Geodesy and Geomatics Engineering, K.N, Geoinformation Tech. Center of Excellence, Toosi University of Technology, Tehran, IranView further author information
,
Abolghasem Sadeghi-Niarakia Faculty of Geodesy and Geomatics Engineering, K.N, Geoinformation Tech. Center of Excellence, Toosi University of Technology, Tehran, Iran;b Department of Computer Science and Engineering, Sejong University, Seoul, Republic of KoreaCorrespondence[email protected]
View further author information
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Ali Nahvic Mechanical Engineering Department, K.N. Toosi University of Technology, Tehran, IranView further author information
&
Seyed Vahid Razavi-Termeha Faculty of Geodesy and Geomatics Engineering, K.N, Geoinformation Tech. Center of Excellence, Toosi University of Technology, Tehran, IranView further author information
Pages 2698-2716 | Received 11 Aug 2020, Accepted 09 Sep 2020, Published online: 26 Dec 2021

Citations (8)

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Bakhtiar Feizizadeh, Davoud Omrazadeh, Mohammad Ghasemi, Samaneh Bageri, Tobia Lakes, Robert Kitzmann, Abolfazl Ghanbari & Thomas Blaschke. (2023) Urban restaurants and online food delivery during the COVID-19 pandemic: a spatial and socio-demographic analysis. International Journal of Digital Earth 16:1, pages 1725-1751.
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Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki & Soo-Mi Choi. (2022) Spatio-temporal modelling of asthma-prone areas using a machine learning optimized with metaheuristic algorithms. Geocarto International 37:25, pages 9917-9942.
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Articles from other publishers (6)

Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, MyoungBae Seo & Soo-Mi Choi. (2023) Application of genetic algorithm in optimization parallel ensemble-based machine learning algorithms to flood susceptibility mapping using radar satellite imagery. Science of The Total Environment 873, pages 162285.
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Rajib Mitra & Jayanta Das. (2022) A comparative assessment of flood susceptibility modelling of GIS-based TOPSIS, VIKOR, and EDAS techniques in the Sub-Himalayan foothills region of Eastern India. Environmental Science and Pollution Research 30:6, pages 16036-16067.
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Rafał Doniec, Natalia Piaseczna, Frédéric Li, Konrad Duraj, Hawzhin Hozhabr Pour, Marcin Grzegorzek, Katarzyna Mocny-Pachońska & Ewaryst Tkacz. (2022) Classification of Roads and Types of Public Roads Using EOG Smart Glasses and an Algorithm Based on Machine Learning While Driving a Car. Electronics 11:18, pages 2960.
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Farbod Farhangi, Abolghasem Sadeghi-Niaraki, Seyed Vahid Razavi-Termeh & Soo-Mi Choi. (2021) Evaluation of Tree-Based Machine Learning Algorithms for Accident Risk Mapping Caused by Driver Lack of Alertness at a National Scale. Sustainability 13:18, pages 10239.
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Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki, Farbod Farhangi & Soo-Mi Choi. (2021) COVID-19 Risk Mapping with Considering Socio-Economic Criteria Using Machine Learning Algorithms. International Journal of Environmental Research and Public Health 18:18, pages 9657.
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Seyed Vahid Razavi-Termeh, Abolghasem Sadeghi-Niaraki & Soo-Mi Choi. (2021) Spatial Modeling of Asthma-Prone Areas Using Remote Sensing and Ensemble Machine Learning Algorithms. Remote Sensing 13:16, pages 3222.
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