Theo dơi
Rana Muhammad Adnan Ikram
Rana Muhammad Adnan Ikram
Research Professor, Hohai University
Email được xác minh tại
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Monthly runoff forecasting based on LSTM–ALO model
X Yuan, C Chen, X Lei, Y Yuan, R Muhammad Adnan
Stochastic environmental research and risk assessment 32, 2199-2212, 2018
Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs
RM Adnan, Z Liang, S Heddam, M Zounemat-Kermani, O Kisi, B Li
Journal of Hydrology 586, 124371, 2020
Daily streamflow prediction using optimally pruned extreme learning machine
RM Adnan, Z Liang, S Trajkovic, M Zounemat-Kermani, B Li, O Kisi
Journal of Hydrology 577, 123981, 2019
An extended NSGA-III for solution multi-objective hydro-thermal-wind scheduling considering wind power cost
X Yuan, H Tian, Y Yuan, Y Huang, RM Ikram
Energy Conversion and Management 96, 568-578, 2015
Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization
RM Adnan, RR Mostafa, O Kisi, ZM Yaseen, S Shahid, ...
Knowledge-Based Systems 230, 107379, 2021
Modelling reference evapotranspiration by combining neuro‑fuzzy and evolutionary strategies
AK Meysam Alizamir, Ozgur Kisi, Rana Muhammad Adnan
Acta Geophysica, 1-14, 2020
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction
RMA Ikram, AA Ewees, KS Parmar, ZM Yaseen, S Shahid, O Kisi
Applied Soft Computing 131, 109739, 2022
Short term rainfall-runoff modelling using several machine learning methods and a conceptual event-based model
RM Adnan, A Petroselli, S Heddam, CAG Santos, O Kisi
Stochastic Environmental Research and Risk Assessment 35 (3), 597-616, 2021
Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs
RM Adnan, A Malik, A Kumar, KS Parmar, O Kisi
Arabian Journal of Geosciences 12, 1-14, 2019
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms
RM Adnan, RR Mostafa, ARMT Islam, O Kisi, A Kuriqi, S Heddam
Computers and Electronics in Agriculture 191, 106541, 2021
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data
RM Adnan, Z Liang, KS Parmar, K Soni, O Kisi
Neural Computing and Applications 33, 2853-2871, 2021
Streamflow forecasting using artificial neural network and support vector machine models
RM Adnan, X Yuan, O Kisi, Y Yuan
American Scientific Research Journal for Engineering, Technology, and …, 2017
Application of improved version of multi verse optimizer algorithm for modeling solar radiation
RMA Ikram, HL Dai, AA Ewees, J Shiri, O Kisi, M Zounemat-Kermani
Energy Reports 8, 12063-12080, 2022
Prediction of suspended sediment load using data-driven models
RM Adnan, Z Liang, A El-Shafie, M Zounemat-Kermani, O Kisi
Water 11 (10), 2060, 2019
Snowmelt Runoff Modelling under Projected Climate Change Patterns in the Gilgit River Basin of Northern Pakistan.
M Adnan, G Nabi, S Kang, G Zhang, RM Adnan, MN Anjum, M Iqbal, ...
Polish Journal of Environmental Studies 26 (2), 2017
Development of new machine learning model for streamflow prediction: Case studies in Pakistan
RM Adnan, RR Mostafa, A Elbeltagi, ZM Yaseen, S Shahid, O Kisi
Stochastic Environmental Research and Risk Assessment, 1-35, 2022
Comparison of different methodologies for rainfall–runoff modeling: machine learning vs conceptual approach
RM Adnan, A Petroselli, S Heddam, CAG Santos, O Kisi
Natural Hazards 105, 2987-3011, 2021
The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction
RM Adnan, O Kisi, RR Mostafa, AN Ahmed, A El-Shafie
Hydrological Sciences Journal 67 (2), 161-174, 2022
Improving accuracy of river flow forecasting using LSSVR with gravitational search algorithm
RM Adnan, X Yuan, O Kisi, R Anam
Advances in Meteorology 2017, 2017
An efficient chaos embedded hybrid approach for hydro-thermal unit commitment problem
X Yuan, B Ji, Y Yuan, RM Ikram, X Zhang, Y Huang
Energy conversion and management 91, 225-237, 2015
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