Rana Muhammad Adnan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Learning Algorithm

Heuristic Methods

Top Venues

Neural Comput. Appl.

Appl. Soft Comput.

Knowl. Based Syst.

Comput. Electron. Agric.

Publications

Rana Muhammad Adnan, Barenya Bikash Hazarika, Deepak Gupta, Salim Heddam, Özgür Kisi
Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study. Neural Comput. Appl. 35 (12) (2023)
Rana Muhammad Adnan, Ahmed A. Ewees, Kulwinder Singh Parmar, Zaher Mundher Yaseen, Shamsuddin Shahid, Özgür Kisi
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction. Appl. Soft Comput. 131 (2022)
Hong-Liang Dai, Chu-Xin Liang, Hong-Ming Dai, Cui-Yin Huang, Rana Muhammad Adnan
An online portfolio strategy based on trend promote price tracing ensemble learning algorithm. Knowl. Based Syst. 239 (2022)
Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, Özgür Kisi, Alban Kuriqi, Salim Heddam
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. Comput. Electron. Agric. 191 (2021)
Rana Muhammad Adnan, Payam Khosravinia, Bakhtiar Karimi, Özgür Kisi
Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline. Appl. Soft Comput. 100 (2021)
Rana Muhammad Adnan, Zhongmin Liang, Kulwinder Singh Parmar, Kirti Soni, Özgür Kisi
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data. Neural Comput. Appl. 33 (7) (2021)
Rana Muhammad Adnan, Reham R. Mostafa, Özgür Kisi, Zaher Mundher Yaseen, Shamsuddin Shahid, Mohammad Zounemat-Kermani
Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization. Knowl. Based Syst. 230 (2021)
Rana Muhammad Adnan, Zhihuan Chen, Xiaohui Yuan, Özgür Kisi, Ahmed El-Shafie, Alban Kuriqi, Misbah Ikram
Reference Evapotranspiration Modeling Using New Heuristic Methods. Entropy 22 (5) (2020)