Rana Muhammad Adnan

According to our database, Rana Muhammad Adnan authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge-Kutta with Aquila Optimizer.

Rana Muhammad Adnan, Wang Mo, Ahmed A. Ewees, Salim Heddam, Özgür Kisi, Mohammad Zounemat-Kermani

Int. J. Comput. Intell. Syst., December, 2024

2023

Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study.

Rana Muhammad Adnan, Barenya Bikash Hazarika, Deepak Gupta, Salim Heddam, Özgür Kisi

Neural Comput. Appl., April, 2023

2022

An online portfolio strategy based on trend promote price tracing ensemble learning algorithm.

Hong-Liang Dai, Chu-Xin Liang, Hongming Dai, Cui-Yin Huang, Rana Muhammad Adnan

Knowl. Based Syst., 2022

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction.

Rana Muhammad Adnan, Ahmed A. Ewees, Kulwinder Singh Parmar, Zaher Mundher Yaseen, Shamsuddin Shahid, Özgür Kisi

Appl. Soft Comput., 2022

2021

Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data.

Rana Muhammad Adnan, Zhongmin Liang, Kulwinder Singh Parmar, Kirti Soni, Özgür Kisi

Neural Comput. Appl., 2021

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization.

Rana Muhammad Adnan, Reham R. Mostafa, Özgür Kisi, Zaher Mundher Yaseen, Shamsuddin Shahid, Mohammad Zounemat-Kermani

Knowl. Based Syst., 2021

Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms.

Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, Özgür Kisi, Alban Kuriqi, Salim Heddam

Comput. Electron. Agric., 2021

Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline.

Rana Muhammad Adnan, Payam Khosravinia, Bakhtiar Karimi, Özgür Kisi

Appl. Soft Comput., 2021

2020

Reference Evapotranspiration Modeling Using New Heuristic Methods.

Rana Muhammad Adnan, Zhihuan Chen, Xiaohui Yuan, Özgür Kisi, Ahmed El-Shafie, Alban Kuriqi, Misbah Ikram

Entropy, 2020