Forecasting Particulate Matter Concentration Using Linear and Non-Linear Approaches for Air Quality Decision Support

by Samsuri Abdullah, Marzuki Ismail, Ali Najah Ahmed, Ahmad Makmom Abdullah
Published 2019-10-01

Evaluation for Long Term PM10 Concentration Forecasting using Multi Linear Regression (MLR) and Principal Component Regression (PCR) Models

by Samsuri Abdullah, Marzuki Ismail, Si Yuen Fong, Al Mahfoodh Ali Najah Ahmed
Published 2016-07-01

Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron

by Mohammad Ehteram, Ali Najah Ahmed, Pavitra Kumar, Mohsen Sherif, Ahmed El-Shafie
Published 2021-11-01

Application of artificial intelligence algorithms for hourly river level forecast: A case study of Muda River, Malaysia

by Muhamad Nur Adli Zakaria, Marlinda Abdul Malek, Maslina Zolkepli, Ali Najah Ahmed
Published 2021-08-01

Reservoir water balance simulation model utilizing machine learning algorithm

by Sarmad Dashti Latif, Ali Najah Ahmed, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2021-02-01

Machine Learning Application in Reservoir Water Level Forecasting for Sustainable Hydropower Generation Strategy

by Michelle Sapitang, Wanie M. Ridwan, Khairul Faizal Kushiar, Ali Najah Ahmed, Ahmed El-Shafie
Published 2020-07-01

Accuracy Enhancement for Zone Mapping of a Solar Radiation Forecasting Based Multi-Objective Model for Better Management of the Generation of Renewable Energy

by Mohammad Ehteram, Ali Najah Ahmed, Chow Ming Fai, Haitham Abdulmohsin Afan, Ahmed El-Shafie
Published 2019-07-01

Data on Indoor Air Quality (IAQ) in kindergartens with different surrounding activities

by Samsuri Abdullah, Farah Fasihah Abd Hamid, Marzuki Ismail, Ali Najah Ahmed, Wan Nurdiyana Wan Mansor
Published 2019-08-01

Hybrid deep learning model for ozone concentration prediction: comprehensive evaluation and comparison with various machine and deep learning algorithms

by Ayman Yafouz, Ali Najah Ahmed, Nur’atiah Zaini, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2021-01-01

Suspended sediment load prediction using long short-term memory neural network

by Nouar AlDahoul, Yusuf Essam, Pavitra Kumar, Ali Najah Ahmed, Mohsen Sherif, Ahmed Sefelnasr, Ahmed Elshafie
Published 2021-04-01

Rainfall forecasting model using machine learning methods: Case study Terengganu, Malaysia

by Wanie M. Ridwan, Michelle Sapitang, Awatif Aziz, Khairul Faizal Kushiar, Ali Najah Ahmed, Ahmed El-Shafie
Published 2021-06-01

Extreme gradient boosting (Xgboost) model to predict the groundwater levels in Selangor Malaysia

by Ahmedbahaaaldin Ibrahem Ahmed Osman, Ali Najah Ahmed, Ming Fai Chow, Yuk Feng Huang, Ahmed El-Shafie
Published 2021-06-01

A review of the hybrid artificial intelligence and optimization modelling of hydrological streamflow forecasting

by Karim Sherif Mostafa Hassan Ibrahim, Yuk Feng Huang, Ali Najah Ahmed, Chai Hoon Koo, Ahmed El-Shafie
Published 2022-01-01

Machine learning versus linear regression modelling approach for accurate ozone concentrations prediction

by Ellysia Jumin, Nuratiah Zaini, Ali Najah Ahmed, Samsuri Abdullah, Marzuki Ismail, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2020-01-01

Optimizing the Operation Release Policy Using Charged System Search Algorithm: A Case Study of Klang Gates Dam, Malaysia

by Sarmad Dashti Latif, Suzlyana Marhain, Md Shabbir Hossain, Ali Najah Ahmed, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2021-05-01

Advanced machine learning model for better prediction accuracy of soil temperature at different depths.

by Meysam Alizamir, Ozgur Kisi, Ali Najah Ahmed, Cihan Mert, Chow Ming Fai, Sungwon Kim, Nam Won Kim, Ahmed El-Shafie
Published 2020-01-01

Complex Extreme Sea Levels Prediction Analysis: Karachi Coast Case Study

by Faisal Ahmed Khan, Tariq Masood Ali Khan, Ali Najah Ahmed, Haitham Abdulmohsin Afan, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2020-05-01

Modeling the Nonlinearity of Sea Level Oscillations in the Malaysian Coastal Areas Using Machine Learning Algorithms

by Vivien Lai, Ali Najah Ahmed, M.A. Malek, Haitham Abdulmohsin Afan, Rusul Khaleel Ibrahim, Ahmed El-Shafie, Amr El-Shafie
Published 2019-08-01

Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia

by Marwah Sattar Hanoon, Ali Najah Ahmed, Nur’atiah Zaini, Arif Razzaq, Pavitra Kumar, Mohsen Sherif, Ahmed Sefelnasr, Ahmed El-Shafie
Published 2021-09-01

Optimal operation of multi-reservoir systems for increasing power generation using a seagull optimization algorithm and heading policy

by Mohammad Ehteram, Fatemeh Barzegari Banadkooki, Chow Ming Fai, Mohsen Moslemzadeh, Michelle Sapitang, Ali Najah Ahmed, Dani Irwan, Ahmed El-Shafie
Published 2021-11-01