A Comparison Between Reconstruction Methods for Generation of Synthetic Time Series Applied to Wind Speed Simulation. - Neeraj Bokde; Andrés Feijóo; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2019)

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)

Implementation of Univariate Paradigm for Streamflow Simulation Using Hybrid Data-Driven Model: Case Study in Tropical Region. - Zaher Mundher Yaseen; Wan Hanna Melini Wan Mohtar; Ameen Mohammed Salih Ameen; Isa Ebtehaj; Siti Fatin Mohd Razali; Hossein Bonakdari; Sinan Q. Salih; Nadhir Al-Ansari; Shamsuddin Shahid (IEEE Access, 2019)

System Dynamics Modeling Strategy for Civil Construction Projects: The Concept of Successive Legislation Periods. - Wang Jing; Hafeth Ibrahem Naji; Raquim Nihad Zehawi; Zainab Hasan Ali; Nadhir Al-Ansari; Zaher Mundher Yaseen (Symmetry, 2019)

Modern Artificial Intelligence Model Development for Undergraduate Student Performance Prediction: An Investigation on Engineering Mathematics Courses. - Ravinesh C. Deo; Zaher Mundher Yaseen; Nadhir Al-Ansari; Thong Nguyen-Huy; Trevor Ashley Mcpherson Langlands; Linda Galligan (IEEE Access, 2020)

Deep Learning Data-Intelligence Model Based on Adjusted Forecasting Window Scale: Application in Daily Streamflow Simulation. - Minglei Fu; Tingchao Fan; Zi'ang Ding; Sinan Q. Salih; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2020)

The Capacity of the Hybridizing Wavelet Transformation Approach With Data-Driven Models for Modeling Monthly-Scale Streamflow. - Sinan Jasim Hadi; Mustafa Tombul; Sinan Q. Salih; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2020)

Global Solar Radiation Estimation and Climatic Variability Analysis Using Extreme Learning Machine Based Predictive Model. - Tao Hai; Ahmad Sharafati; Achite Mohammed; Sinan Q. Salih; Ravinesh C. Deo; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2020)

Metaheuristic Optimization Algorithms Hybridized With Artificial Intelligence Model for Soil Temperature Prediction: Novel Model. - Liu Penghui; Ahmed A. Ewees; Beste Hamiye Beyaztas; Chongchong Qi; Sinan Q. Salih; Nadhir Al-Ansari; Suraj Kumar Bhagat; Zaher Mundher Yaseen; Vijay P. Singh (IEEE Access, 2020)

A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction. - Hai Tao; Sinan Q. Salih; Mandeep Kaur Saggi; Esmaeel Dodangeh; Cyril Voyant; Nadhir Al-Ansari; Zaher Mundher Yaseen; Shamsuddin Shahid (IEEE Access, 2020)

Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models. - Ayub Mohammadi; Khalil Valizadeh Kamran; Sadra Karimzadeh; Himan Shahabi; Nadhir Al-Ansari (Complex., 2020)

Training and Testing Data Division Influence on Hybrid Machine Learning Model Process: Application of River Flow Forecasting. - Hai Tao; Ali Omran Al-Sulttani; Ameen Mohammed Salih Ameen; Zainab Hasan Ali; Nadhir Al-Ansari; Sinan Q. Salih; Reham R. Mostafa (Complex., 2020)

Hybridized Extreme Learning Machine Model with Salp Swarm Algorithm: A Novel Predictive Model for Hydrological Application. - Zaher Mundher Yaseen; Hossam Faris; Nadhir Al-Ansari (Complex., 2020)

Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms. - Viet-Ha Nhu; Himan Shahabi; Ebrahim Nohani; Ataollah Shirzadi; Nadhir Al-Ansari; Sepideh Bahrami; Shaghayegh Miraki; Marten Geertsema; Hoang Nguyen 001 (ISPRS Int. J. Geo Inf., 2020)

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier. - Himan Shahabi; Ataollah Shirzadi; Kayvan Ghaderi; Ebrahim Omidvar; Nadhir Al-Ansari; John J. Clague; Marten Geertsema; Khabat Khosravi; Ata Amini; Sepideh Bahrami; Omid Rahmati; Kyoumars Habibi; et al. (Remote. Sens., 2020)

A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models. - Ayub Mohammadi; Sadra Karimzadeh; Shazad Jamal Jalal; Khalil Valizadeh Kamran; Himan Shahabi; Saeid Homayouni; Nadhir Al-Ansari (Sensors, 2020)

Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction. - Binh Thai Pham; Abolfazl Jaafari; Mohammadtaghi Avand; Nadhir Al-Ansari; Tran Dinh Du; Hoang Phan Hai Yen; Tran Van Phong; Duy Huu Nguyen; Hiep Van Le; Davood Mafi Gholami; Indra Prakash; Hoang Thi Thuy; et al. (Symmetry, 2020)

Application ArcGIS on Modified-WQI Method to Evaluate Water Quality of the Euphrates River, Iraq, Using Physicochemical Parameters. - Ali Chabuk; Hussein A. M. Al-Zubaidi; Aysar Jameel Abdalkadhum; Nadhir Al-Ansari; Salwan Ali Abed; Ali Abdulridha Al Maliki; Jan Laue; Salam Ewaid (ICICT (2), 2021)

Emerging Technologies of Deep Learning Models Development for Pavement Temperature Prediction. - Abdalrhman Milad; Ibrahim Adwan; Sayf A. Majeed; Nur Izzi Md Yusof; Nadhir Al-Ansari; Zaher Mundher Yaseen (IEEE Access, 2021)

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)

Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms. - Laleh Ghayour; Aminreza Neshat; Sina Paryani; Himan Shahabi; Ataollah Shirzadi; Wei Chen 051; Nadhir Al-Ansari; Marten Geertsema; Mehdi Pourmehdi Amiri; Mehdi Gholamnia; Jie Dou; Anuar Ahmad (Remote. Sens., 2021)

Assessment of DSM Based on Radiometric Transformation of UAV Data. - Muhammad Hamid Chaudhry; Anuar Ahmad; Qudsia Gulzar; Muhammad Shahid Farid; Himan Shahabi; Nadhir Al-Ansari (Sensors, 2021)

A Comparison of Gaussian Process and M5P for Prediction of Soil Permeability Coefficient. - Binh Thai Pham; Hai-Bang Ly; Nadhir Al-Ansari; Lanh Si Ho (Sci. Program., 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)

Investigating Relationships between Runoff-Erosion Processes and Land Use and Land Cover Using Remote Sensing Multiple Gridded Datasets. - Cláudia Adriana Bueno da Fonseca; Nadhir Al-Ansari; Richarde Marques da Silva; Celso Augusto Guimarães Santos; Bilel Zerouali; Daniel Bezerra de Oliveira; Ahmed Elbeltagi (ISPRS Int. J. Geo Inf., 2022)

Groundwater level prediction using machine learning models: A comprehensive review. - Hai Tao; Mohammed Majeed Hameed; Haydar Abdulameer Marhoon; Mohammad Zounemat-Kermani; Salim Heddam; Sungwon Kim; Sadeq Oleiwi Sulaiman; Mou Leong Tan; Zulfaqar Sa'adi; Ali Danandeh Mehr; Mohammed Falah Allawi; Sani Isah Abba; et al. (Neurocomputing, 2022)

A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. - Bahareh Ghasemian; Himan Shahabi; Ataollah Shirzadi; Nadhir Al-Ansari; Abolfazl Jaafari; Victoria R. Kress; Marten Geertsema; Somayeh Renoud; Anuar Ahmad (Sensors, 2022)

Development of Smart Weighing Lysimeter for Measuring Evapotranspiration and Developing Crop Coefficient for Greenhouse Chrysanthemum. - Atish Sagar; Murtaza Hasan; Dhirendra Kumar Singh; Nadhir Al-Ansari; Debashis Chakraborty; Mam Chand Singh; Mir Asif Iquebal; Amit Kumar; Pankaj Malkani; Dinesh Kumar Vishwakarma; Ahmed Elbeltagi (Sensors, 2022)

A New Bayesian Network-Based Generalized Weighting Scheme for the Amalgamation of Multiple Drought Indices. - Muhammad Ahmad Raza; Mohammed M. A. Almazah; Nadhir Al-Ansari; Ijaz Hussain; Fuad S. Al-Duais; Mohammed A. Naser (Complex., 2023)

Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms. - Himan Shahabi; Reza Ahmadi; Mohsen Alizadeh; Mazlan Hashim; Nadhir Al-Ansari; Ataollah Shirzadi; Isabelle D. Wolf; Effi Helmy Ariffin (Remote. Sens., 2023)