Rana Muhammad Adnan

Orcid: 0000-0002-2650-8123

According to our database1, Rana Muhammad Adnan authored at least 10 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP).
Earth Sci. Informatics, March, 2025

2024
Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge-Kutta with Aquila Optimizer.
Int. J. Comput. Intell. Syst., December, 2024

2023
Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study.
Neural Comput. Appl., April, 2023

2022
An online portfolio strategy based on trend promote price tracing ensemble learning algorithm.
Knowl. Based Syst., 2022

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction.
Appl. Soft Comput., 2022

2021
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data.
Neural Comput. Appl., 2021

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization.
Knowl. Based Syst., 2021

Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms.
Comput. Electron. Agric., 2021

Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline.
Appl. Soft Comput., 2021

2020
Reference Evapotranspiration Modeling Using New Heuristic Methods.
Entropy, 2020


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