Khabat Khosravi

18 papers Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Assessment of a family of recurrent neural network models for flood susceptibility Mapping: An explainable glass-box approach. Eng. Appl. Artif. Intell. Shadi Maddah, Khabat Khosravi, Changhyun Jun, Sayed M. Bateni, Dongkyun Kim, Shunlin Liang
2025	J	`jnl`	Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA. Ecol. Informatics Saad Javed Cheema, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Farhat Abbas, Suqi Liu, Travis J. Esau, Kuljeet Singh Grewal
2025	J	`jnl`	Enhancing Pan evaporation predictions: Accuracy and uncertainty in hybrid machine learning models. Ecol. Informatics Khabat Khosravi, Aitazaz Ahsan Farooque, Amir Naghibi, Salim Heddam, Ahmad Sharafati, Javad Hatamiafkoueieh, Soroush Abolfathi
2025	J	`jnl`	River total dissolved gas prediction using a hybrid greedy-stepwise feature selection and bidirectional long short-term memory model. Ecol. Informatics Khabat Khosravi, Salim Heddam, Changhyun Jun, Sayed M. Bateni, Dongkyun Kim, Essam Heggy
2024	J	`jnl`	Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting. Expert Syst. Appl. Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen
2022	J	`jnl`	Evaluation of deep machine learning-based models of soil cumulative infiltration. Earth Sci. Informatics Alireza Sepahvand, Ali Golkarian, Lawal Billa, Kaiwen Wang, Fatemeh Rezaie, Somayeh Panahi, Saeed Samadianfard, Khabat Khosravi
2022	J	`jnl`	Intelligent flow discharge computation in a rectangular channel with free overfall condition. Neural Comput. Appl. Khabat Khosravi, Zohreh Sheikh Khozani, Assefa M. Melesse, Brian Mark Crookston
2022	J	`jnl`	Stacking ensemble-based hybrid algorithms for discharge computation in sharp-crested labyrinth weirs. Soft Comput. Khabat Khosravi, Mir Jafar Sadegh Safari, Zohreh Sheikh Khozani, Brian Mark Crookston, Ali Golkarian
2021	J	`jnl`	Predicting stable gravel-bed river hydraulic geometry: A test of novel, advanced, hybrid data mining algorithms. Environ. Model. Softw. Khabat Khosravi, Zohreh Sheikh Khozani, James R. Cooper
2020	J	`jnl`	A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping. Eng. Appl. Artif. Intell. Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, Khabat Khosravi, Binh Thai Pham, Baharin Bin Ahmad, Dieu Tien Bui
2020	J	`jnl`	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. 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
2020	J	`jnl`	Shear Stress Distribution Prediction in Symmetric Compound Channels Using Data Mining and Machine Learning Models. CoRR Zohreh Sheikh Khozani, Khabat Khosravi, Mohammadamin Torabi, Amir Mosavi, Bahram Rezaei, Timon Rabczuk
2019	J	`jnl`	Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model. Remote. Sens. Dieu Tien Bui, Khabat Khosravi, Himan Shahabi, Prasad Daggupati, Jan Franklin Adamowski, Assefa M. Melesse, Binh Thai Pham, Hamid Reza Pourghasemi, Mehrnoosh Mahmoudi, Sepideh Bahrami, Biswajeet Pradhan, Ataollah Shirzadi, Kamran Chapi, Saro Lee
2019	J	`jnl`	Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq. Comput. Electron. Agric. Khabat Khosravi, Prasad Daggupati, Mohammad Taghi Alami, Salih Muhammad Awadh, Mazen Ismaeel Ghareb, Mehdi Panahi, Binh Thai Pham, Fatemeh Rezaie, Chongchong Qi, Zaher Mundher Yaseen
2019	J	`jnl`	Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm. Remote. Sens. Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
2018	J	`jnl`	Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms. Sensors Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2018	J	`jnl`	Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping. Sensors Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, Himan Shahabi, Wei Chen, Khabat Khosravi, Binh Thai Pham, Biswajeet Pradhan, Anuar Ahmad, Baharin Bin Ahmad, Dieu Tien Bui
2017	J	`jnl`	A novel hybrid artificial intelligence approach for flood susceptibility assessment. Environ. Model. Softw. Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Himan Shahabi, Dieu Tien Bui, Binh Thai Pham, Khabat Khosravi