Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation. - Sinan Jasim Hadi; Sani Isah Abba; Saad Sh. Sammen; Sinan Q. Salih; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2019)

Estimation of SPEI Meteorological Drought Using Machine Learning Algorithms. - Ali Mokhtar; Mohammadnabi Jalali; Hongming He; Nadhir Al-Ansari; Ahmed Elbeltagi; Karam Alsafadi; Hazem Ghassan Abdo; Saad Sh. Sammen; Yeboah Gyasi-Agyei; Jesús Rodrigo-Comino (IEEE Access, 2021)

Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling. - Sani Isah Abba; Rabiu Aliyu Abdulkadir; Saad Sh. Sammen; Quoc Bao Pham; Abdulmalik Ahmad Lawan; Parvaneh Esmaili; Anurag Malik; Nadhir Al-Ansari (Appl. Soft Comput., 2022)

Assessing the Probability of Drought Severity in a Homogeneous Region. - Rizwan Niaz; Mohammed M. A. Almazah; Ijaz Hussain; Joao Dehon Pontes Filho; Nadhir Al-Ansari; Saad Sh. Sammen (Complex., 2022)

Assessment of Carbon Productivity Trends and Their Resilience to Drought Disturbances in the Middle East Based on Multi-Decadal Space-Based Datasets. - Karam Alsafadi; Shuoben Bi; Bashar Bashir; Safwan Mohammed; Saad Sh. Sammen; Abdullah Alsalman; Amit Kumar Srivastava; Ahmed M. El Kenawy (Remote. Sens., 2022)

Optimized Ensemble Methods for Classifying Imbalanced Water Quality Index Data. - Zaharaddeen Karami Lawal; Ali Aldrees; Hayati Yassin; Salisu Dan'azumi; Sujay Raghavendra Naganna; Sani Isah Abba; Saad Sh. Sammen (IEEE Access, 2024)

Prediction of daily leaf wetness duration using multi-step machine learning. - Karam Alsafadi; Basma Alatrach; Saad Sh. Sammen; Wenzhi Cao (Comput. Electron. Agric., 2024)