Khabat Khosravi

Best Publications

• A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran.

  Khabat Khosravi;Binh Thai Pham;Kamran Chapi;Ataollah Shirzadi

  730
  Citations

• A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

  Khabat Khosravi;Himan Shahabi;Binh Thai Pham;Jan Adamowski

  687
  Citations

• A novel hybrid artificial intelligence approach for flood susceptibility assessment

  Kamran Chapi;Vijay P. Singh;Ataollah Shirzadi;Himan Shahabi

  622
  Citations

• Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

  Jie Dou;Ali P. Yunus;Dieu Tien Bui;Abdelaziz Merghadi

  570
  Citations

• A GIS-based flood susceptibility assessment and its mapping in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with multi-criteria decision-making technique

  Khabat Khosravi;Ebrahim Nohani;Edris Maroufinia;Hamid Reza Pourghasemi

  562
  Citations

• Improving prediction of water quality indices using novel hybrid machine-learning algorithms.

  Duie Tien Bui;Khabat Khosravi;John Tiefenbacher;Hoang Nguyen

  394
  Citations

• 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

  376
  Citations

• Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran

  Phuong Thao Thi Ngo;Mahdi Panahi;Khabat Khosravi;Omid Ghorbanzadeh

  368
  Citations

• Flash flood susceptibility analysis and its mapping using different bivariate models in Iran: a comparison between Shannon ' s entropy, statistical index, and weighting factor models.

  Khabat Khosravi;Hamid Reza Pourghasemi;Kamran Chapi;Masoumeh Bahri

  295
  Citations

• Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea.

  Unknown

  249
  Citations

• Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm.

  Yi Wang;Haoyuan Hong;Haoyuan Hong;Wei Chen;Shaojun Li

  244
  Citations

• New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

  Dieu Tien Bui;Khabat Khosravi;Shaojun Li;Himan Shahabi

  240
  Citations

• Landslide Susceptibility Mapping Using Different GIS-Based Bivariate Models

  Ebrahim Nohani;Meisam Moharrami;Samira Sharafi;Khabat Khosravi

  225
  Citations

• A comparison study of DRASTIC methods with various objective methods for groundwater vulnerability assessment.

  Khabat Khosravi;Majid Sartaj;Frank T.-C. Tsai;Vijay P. Singh

  215
  Citations

• 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

  Dieu Tien Bui;Khabat Khosravi;Himan Shahabi;Prasad Daggupati

  207
  Citations

• Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization

  Wei Chen;Wei Chen;Mahdi Panahi;Khabat Khosravi;Hamid Reza Pourghasemi

  196
  Citations

• Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping.

  Ataollah Shirzadi;Karim Soliamani;Mahmood Habibnejhad;Ataollah Kavian

  194
  Citations

• Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran

  Khabat Khosravi;Mahdi Panahi;Ali Golkarian;Saskia D. Keesstra;Saskia D. Keesstra

  188
  Citations

• Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

  Dieu Tien Bui;Mahdi Panahi;Himan Shahabi;Vijay P. Singh

  180
  Citations

• Spatial prediction of groundwater spring potential mapping based on an adaptive neuro-fuzzy inference system and metaheuristic optimization

  Khabat Khosravi;Mahdi Panahi;Dieu Tien Bui

  178
  Citations