Water quality prediction model utilizing integrated wavelet-ANFIS model with cross-validation. - Ali A. Najah; Ahmed El-Shafie 001; O. A. Karim; Othman Jaafar (Neural Comput. Appl., 2012)

Application of artificial neural networks for water quality prediction. - Ali A. Najah; Ahmed El-Shafie 001; O. A. Karim; Amr H. El-Shafie (Neural Comput. Appl., 2013)

Amplified wavelet-ANFIS-based model for GPS/INS integration to enhance vehicular navigation system. - Ahmed El-Shafie 001; Ali A. Najah; O. A. Karim (Neural Comput. Appl., 2014)

RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW). - Ali Najah Ahmed; C. W. Mohd Noor; Mohammed Falah Allawi; Ahmed El-Shafie 001 (Neural Comput. Appl., 2018)

Support vector regression-based model for prediction of behavior stone column parameters in soft clay under highway embankment. - Qasim A. Aljanabi; Zamri Chik; Mohammed Falah Allawi; Amr H. El-Shafie; Ali Najah Ahmed; Ahmed El-Shafie 001 (Neural Comput. Appl., 2018)

A hybrid bat-swarm algorithm for optimizing dam and reservoir operation. - Zaher Mundher Yaseen; Mohammed Falah Allawi; Hojat Karami; Mohammad Ehteram; Saeed Farzin; Ali Najah Ahmed; Suhana Binti Koting; Nuruol Syuhadaa Mohd; Wan Zurina Binti Jaafar; Haitham Abdulmohsin Afan; Ahmed El-Shafie 001 (Neural Comput. Appl., 2019)

Complex Extreme Sea Levels Prediction Analysis: Karachi Coast Case Study. - Faisal Ahmed Khan; Tariq Masood Ali Khan; Ali Najah Ahmed; Haitham Abdulmohsin Afan; Mohsen Sherif; Ahmed Sefelnasr; Ahmed El-Shafie 001 (Entropy, 2020)

Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential. - Romulus Costache; Quoc Bao Pham; Ema Corodescu-Rosca; Catalin I. Cîmpianu; Haoyuan Hong; Nguyen Thi Thuy Linh; Ming Fai Chow; Ali Najah Ahmed; Matej Vojtek; Siraj Muhammed Pandhiani; Gabriel Minea; Nicu Ciobotaru; et al. (Remote. Sens., 2020)

Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm. - Quoc Bao Pham; Haitham Abdulmohsin Afan; Babak Mohammadi; Ali Najah Ahmed; Nguyen Thi Thuy Linh; Ngoc Duong Vo; Roozbeh Moazenzadeh; Pao-Shan Yu; Ahmed El-Shafie 001 (Soft Comput., 2020)

Forecasting of Carbon Monoxide Concentration Based on Sequence-to-Sequence Deep Learning Approach. - Nur'atiah Zaini; Lee Woen Ean; Ali Najah Ahmed (IVIC, 2021)

Review on Dam and Reservoir Optimal Operation for Irrigation and Hydropower Energy Generation Utilizing Meta-Heuristic Algorithms. - Kai Lun Chong; Sai Hin Lai; Ali Najah Ahmed; Wan Zurina Wan Zaafar; Ravipudi Venkata Rao; Mohsen Sherif; Ahmed Sefelnasr; Ahmed El-Shafie 001 (IEEE Access, 2021)

A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. - Ali Najah Ahmed; To Van Lam; Nguyen Duy Hung; Nguyen Van Thieu; Özgür Kisi; Ahmed El-Shafie 001 (Appl. Soft Comput., 2021)

Optimization of hydropower reservoir operation based on hedging policy using Jaya algorithm. - Kai Lun Chong; Sai Hin Lai; Ali Najah Ahmed; Wan Zurina Wan Jaafar; Ahmed El-Shafie 001 (Appl. Soft Comput., 2021)

The copper grade estimation of porphyry deposits using machine learning algorithms and Henry gas solubility optimization. - Maliheh Abbaszadeh; Mohammad Ehteram; Ali Najah Ahmed; Vijay P. Singh; Ahmed El-Shafie 001 (Earth Sci. Informatics, 2021)

Groundwater level as an input to monthly predicting of water level using various machine learning algorithms. - Michelle Sapitang; Wanie M. Ridwan; Ali Najah Ahmed; Ming Fai Chow; Ahmed El-Shafie 001 (Earth Sci. Informatics, 2021)

A review of models for water level forecasting based on machine learning. - Wei Joe Wee; Nur'atiah Binti Zaini; Ali Najah Ahmed; Ahmed El-Shafie 001 (Earth Sci. Informatics, 2021)

RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region. - Ammar Hatem Kamel; Haitham Abdulmohsin Afan; Mohsen Sherif; Ali Najah Ahmed; Ahmed El-Shafie 001 (Sustain. Comput. Informatics Syst., 2021)

Long-term forecasting of monthly mean reference evapotranspiration using deep neural network: A comparison of training strategies and approaches. - Min Yan Chia; Yuk Feng Huang; Chai Hoon Koo; Jing Lin Ng; Ali Najah Ahmed; Ahmed El-Shafie 001 (Appl. Soft Comput., 2022)

Application of Group Method of Data Handling and New Optimization Algorithms for Predicting Sediment Transport Rate under Vegetation Cover. - Golnaz Mirzakhani; Elham Ghanbari-Adivi; Rohollah Fattahi; Mohammad Ehteram; Amir Mosavi; Ali Najah Ahmed; Ahmed El-Shafie 001 (CoRR, 2022)

A comparison of various machine learning approaches performance for prediction suspended sediment load of river systems: a case study in Malaysia. - Marwah Sattar Hanoon; Alharazi Abdulhadi Abdullatif B; Ali Najah Ahmed; Arif Razzaq; Ahmed H. Birima; Ahmed El-Shafie 001 (Earth Sci. Informatics, 2022)

Optimization of support vector machine parameters in modeling of Iju deposit mineralization and alteration zones using particle swarm optimization algorithm and grid search method. - Maliheh Abbaszadeh; Saeed Soltani-Mohammadi; Ali Najah Ahmed (Comput. Geosci., 2022)

Groundwater level prediction using machine learning algorithms in a drought-prone area. - Quoc Bao Pham; Manish Kumar; Fabio Di Nunno; Ahmed Elbeltagi; Francesco Granata; Abu Reza Md. Towfiqul Islam; Swapan Talukdar; X. Cuong Nguyen; Ali Najah Ahmed; Duong Tran Anh (Neural Comput. Appl., 2022)

Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain. - Mohammed Hakim; Abdoulhadi A. Borhana Omran; Jawaid I. Inayat-Hussain; Ali Najah Ahmed; Hamdan Abdellatef; Abdallah Abdellatif; Hassan Muwafaq Gheni (Sensors, 2022)

Nature-Inspired Drone Swarming for Wildfires Suppression Considering Distributed Fire Spots and Energy Consumption. - Ihab L. Hussein Alsammak; Moamin A. Mahmoud; Saraswathy Shamini Gunasekaran; Ali Najah Ahmed; Muhanad Alkilabi (IEEE Access, 2023)

Integrated nonlinear autoregressive neural network and Holt winters exponential smoothing for river streaming flow forecasting at Aswan High. - Hayana Dullah; Ali Najah Ahmed; Pavitra Kumar; Ahmed El-Shafie 001 (Earth Sci. Informatics, 2023)

Forecasting multi-step-ahead reservoir monthly and daily inflow using machine learning models based on different scenarios. - Karim Sherif Mostafa Hassan Ibrahim; Yuk Feng Huang; Ali Najah Ahmed; Chai Hoon Koo; Ahmed El-Shafie 001 (Appl. Intell., 2023)

A comprehensive review of artificial intelligence-based methods for predicting pan evaporation rate. - Mustafa Abed; Monzur Alam Imteaz; Ali Najah Ahmed (Artif. Intell. Rev., 2023)

Comparative Analysis of Artificial Intelligence Methods for Streamflow Forecasting. - Yaxing Wei; Huzaifa Hashim; Sai Hin Lai; Kai Lun Chong; Yuk Feng Huang; Ali Najah Ahmed; Mohsen Sherif; Ahmed El-Shafie 001 (IEEE Access, 2024)

Predicting daily wind speed using coupled multi-layer perceptron model with water strider optimization algorithm based on fuzzy reasoning and Gamma test. - Mohammad Ehteram; Fatemeh Panahi; Nouar AlDahoul; Ali Najah Ahmed; Yuk Feng Huang; Ahmed El-Shafie 001 (Soft Comput., 2024)