Nadhir Al-Ansari

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 32

Top Topics

Machine Learning

Reduced Error Pruning

Top Venues

Publications

Himan Shahabi, Reza Ahmadi, Mohsen Alizadeh, Mazlan Hashim, Nadhir Al-Ansari, Ataollah Shirzadi, Isabelle D. Wolf, Effi Helmy Ariffin
Landslide Susceptibility Mapping in a Mountainous Area Using Machine Learning Algorithms. Remote. Sens. 15 (12) (2023)
Muhammad Ahmad Raza, Mohammed M. A. Almazah, Nadhir Al-Ansari, Ijaz Hussain, Fuad S. Al-Duais, Mohammed A. Naser
A New Bayesian Network-Based Generalized Weighting Scheme for the Amalgamation of Multiple Drought Indices. Complex. 2023 (2023)
Rizwan Niaz, Mohammed M. A. Almazah, Ijaz Hussain, Joao Dehon Pontes Filho, Nadhir Al-Ansari, Saad Sh. Sammen
Assessing the Probability of Drought Severity in a Homogeneous Region. Complex. 2022 (2022)
Sani Isah Abba, Rabiu Aliyu Abdulkadir, Saad Sh. Sammen, Quoc Bao Pham, Abdulmalik Ahmad Lawan, Parvaneh Esmaili, Anurag Malik, Nadhir Al-Ansari
Integrating feature extraction approaches with hybrid emotional neural networks for water quality index modeling. Appl. Soft Comput. 114 (2022)
Cláudia Adriana Bueno da Fonseca, Nadhir Al-Ansari, Richarde Marques da Silva, Celso Augusto Guimarães Santos, Bilel Zerouali, Daniel Bezerra de Oliveira, Ahmed Elbeltagi
Investigating Relationships between Runoff-Erosion Processes and Land Use and Land Cover Using Remote Sensing Multiple Gridded Datasets. ISPRS Int. J. Geo Inf. 11 (5) (2022)
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, Jasni Mohamad Zain, Mayadah W. Falah, Mehdi Jamei, Neeraj Dhanraj Bokde, Maryam Bayatvarkeshi, Mustafa Al-Mukhtar, Suraj Kumar Bhagat, Tiyasha Tiyasha, Khaled Mohamed Khedher, Nadhir Al-Ansari, Shamsuddin Shahid, Zaher Mundher Yaseen
Groundwater level prediction using machine learning models: A comprehensive review. Neurocomputing 489 (2022)
Bahareh Ghasemian, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Victoria R. Kress, Marten Geertsema, Somayeh Renoud, Anuar Ahmad
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. Sensors 22 (4) (2022)
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
Development of Smart Weighing Lysimeter for Measuring Evapotranspiration and Developing Crop Coefficient for Greenhouse Chrysanthemum. Sensors 22 (16) (2022)
Binh Thai Pham, Hai-Bang Ly, Nadhir Al-Ansari, Lanh Si Ho
A Comparison of Gaussian Process and M5P for Prediction of Soil Permeability Coefficient. Sci. Program. 2021 (2021)
Abdalrhman Milad, Nur Izzi Md Yusof, Sayf A. Majeed, Zainab Hasan Ali, Mohmed Solla, Nadhir Al-Ansari, Riza Atiq O. K. Rahmat, Zaher Mundher Yaseen
An Educational Web-Based Expert System for Novice Highway Technology in Flexible Pavement Maintenance. Complex. 2021 (2021)
Ali Chabuk, Hussein A. M. Al-Zubaidi, Aysar Jameel Abdalkadhum, Nadhir Al-Ansari, Salwan Ali Abed, Ali Abdulridha Al Maliki, Jan Laue, Salam Ewaid
Application ArcGIS on Modified-WQI Method to Evaluate Water Quality of the Euphrates River, Iraq, Using Physicochemical Parameters. ICICT (2) (2021)
Abdalrhman Milad, Ibrahim Adwan, Sayf A. Majeed, Nur Izzi Md Yusof, Nadhir Al-Ansari, Zaher Mundher Yaseen
Emerging Technologies of Deep Learning Models Development for Pavement Temperature Prediction. IEEE Access 9 (2021)
Laleh Ghayour, Aminreza Neshat, Sina Paryani, Himan Shahabi, Ataollah Shirzadi, Wei Chen, Nadhir Al-Ansari, Marten Geertsema, Mehdi Pourmehdi Amiri, Mehdi Gholamnia, Jie Dou, Anuar Ahmad
Performance Evaluation of Sentinel-2 and Landsat 8 OLI Data for Land Cover/Use Classification Using a Comparison between Machine Learning Algorithms. Remote. Sens. 13 (7) (2021)
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
Estimation of SPEI Meteorological Drought Using Machine Learning Algorithms. IEEE Access 9 (2021)
Muhammad Hamid Chaudhry, Anuar Ahmad, Qudsia Gulzar, Muhammad Shahid Farid, Himan Shahabi, Nadhir Al-Ansari
Assessment of DSM Based on Radiometric Transformation of UAV Data. Sensors 21 (5) (2021)
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, Ayub Mohammadi, Hoang Nguyen, Assefa M. Melesse, Baharin Bin Ahmad, Anuar Ahmad
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. Remote. Sens. 12 (2) (2020)
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
Metaheuristic Optimization Algorithms Hybridized With Artificial Intelligence Model for Soil Temperature Prediction: Novel Model. IEEE Access 8 (2020)
Ravinesh C. Deo, Zaher Mundher Yaseen, Nadhir Al-Ansari, Thong Nguyen-Huy, Trevor Ashley Mcpherson Langlands, Linda Galligan
Modern Artificial Intelligence Model Development for Undergraduate Student Performance Prediction: An Investigation on Engineering Mathematics Courses. IEEE Access 8 (2020)
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, Tran Thi Tuyen
Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction. Symmetry 12 (6) (2020)
Hai Tao, Sinan Q. Salih, Mandeep Kaur Saggi, Esmaeel Dodangeh, Cyril Voyant, Nadhir Al-Ansari, Zaher Mundher Yaseen, Shamsuddin Shahid
A Newly Developed Integrative Bio-Inspired Artificial Intelligence Model for Wind Speed Prediction. IEEE Access 8 (2020)
Minglei Fu, Tingchao Fan, Zi'ang Ding, Sinan Q. Salih, Nadhir Al-Ansari, Zaher Mundher Yaseen
Deep Learning Data-Intelligence Model Based on Adjusted Forecasting Window Scale: Application in Daily Streamflow Simulation. IEEE Access 8 (2020)
Ayub Mohammadi, Khalil Valizadeh Kamran, Sadra Karimzadeh, Himan Shahabi, Nadhir Al-Ansari
Flood Detection and Susceptibility Mapping Using Sentinel-1 Time Series, Alternating Decision Trees, and Bag-ADTree Models. Complex. 2020 (2020)
Viet-Ha Nhu, Himan Shahabi, Ebrahim Nohani, Ataollah Shirzadi, Nadhir Al-Ansari, Sepideh Bahrami, Shaghayegh Miraki, Marten Geertsema, Hoang Nguyen
Daily Water Level Prediction of Zrebar Lake (Iran): A Comparison between M5P, Random Forest, Random Tree and Reduced Error Pruning Trees Algorithms. ISPRS Int. J. Geo Inf. 9 (8) (2020)
Tao Hai, Ahmad Sharafati, Achite Mohammed, Sinan Q. Salih, Ravinesh C. Deo, Nadhir Al-Ansari, Zaher Mundher Yaseen
Global Solar Radiation Estimation and Climatic Variability Analysis Using Extreme Learning Machine Based Predictive Model. IEEE Access 8 (2020)
Zaher Mundher Yaseen, Hossam Faris, Nadhir Al-Ansari
Hybridized Extreme Learning Machine Model with Salp Swarm Algorithm: A Novel Predictive Model for Hydrological Application. Complex. 2020 (2020)
Hai Tao, Ali Omran Al-Sulttani, Ameen Mohammed Salih Ameen, Zainab Hasan Ali, Nadhir Al-Ansari, Sinan Q. Salih, Reham R. Mostafa
Training and Testing Data Division Influence on Hybrid Machine Learning Model Process: Application of River Flow Forecasting. Complex. 2020 (2020)
Sinan Jasim Hadi, Mustafa Tombul, Sinan Q. Salih, Nadhir Al-Ansari, Zaher Mundher Yaseen
The Capacity of the Hybridizing Wavelet Transformation Approach With Data-Driven Models for Modeling Monthly-Scale Streamflow. IEEE Access 8 (2020)
Ayub Mohammadi, Sadra Karimzadeh, Shazad Jamal Jalal, Khalil Valizadeh Kamran, Himan Shahabi, Saeid Homayouni, Nadhir Al-Ansari
A Multi-Sensor Comparative Analysis on the Suitability of Generated DEM from Sentinel-1 SAR Interferometry Using Statistical and Hydrological Models. Sensors 20 (24) (2020)
Wang Jing, Hafeth Ibrahem Naji, Raquim Nihad Zehawi, Zainab Hasan Ali, Nadhir Al-Ansari, Zaher Mundher Yaseen
System Dynamics Modeling Strategy for Civil Construction Projects: The Concept of Successive Legislation Periods. Symmetry 11 (5) (2019)
Neeraj Bokde, Andrés Feijóo, Nadhir Al-Ansari, Zaher Mundher Yaseen
A Comparison Between Reconstruction Methods for Generation of Synthetic Time Series Applied to Wind Speed Simulation. IEEE Access 7 (2019)
Sinan Jasim Hadi, Sani Isah Abba, Saad Sh. Sammen, Sinan Q. Salih, Nadhir Al-Ansari, Zaher Mundher Yaseen
Non-Linear Input Variable Selection Approach Integrated With Non-Tuned Data Intelligence Model for Streamflow Pattern Simulation. IEEE Access 7 (2019)
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
Implementation of Univariate Paradigm for Streamflow Simulation Using Hybrid Data-Driven Model: Case Study in Tropical Region. IEEE Access 7 (2019)