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Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载：32/0  |  提交时间：2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Ahmed, Mohd.;  Islam, Abu Reza Md Towfiqul;  Shahfahad;  Thanh, Nguyen Viet
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
ROC-based sensitivity  particle swarm optimization  Artificial intelligence  groundwater  Asir region  
An index-based approach to assess groundwater quality for drinking and irrigation in Asir region of Saudi Arabia 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 3
作者:  Mallick, Javed;  Kumar, Anand;  Almesfer, Mohammed K.;  Alsubih, Majed;  Singh, Chander Kumar;  Ahmed, Mohd.;  Khan, Roohul Abad
收藏  |  浏览/下载：38/0  |  提交时间：2021/03/08
Groundwater  Hydrogeochemistry  Water quality indices  Drinking water and irrigation GIS  Saudi Arabia  
Modeling Groundwater Potential Zone in a Semi-Arid Region of Aseer Using Fuzzy-AHP and Geoinformation Techniques 期刊论文
发表期刊: WATER. 出版年: 2019, 卷号: 11, 期号: 12
作者:  Mallick, Javed;  Khan, Roohul Abad;  Ahmed, Mohd;  Alqadhi, Saeed Dhafer;  Alsubih, Majed;  Falqi, Ibrahim;  Hasan, Mohd Abul
收藏  |  浏览/下载：25/0  |  提交时间：2020/03/23
groundwater potential  fuzzy-AHP  multi-criteria decision making  semi-arid  Saudi Arabia