Baharin Bin Ahmad

Research.com Recognitions

• 2026 - Research.com Environmental Sciences in Malaysia Leader Award
• 2025 - Research.com Environmental Sciences in Malaysia Leader Award

Overview

Best Publications

• Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

  Haoyuan Hong;Haoyuan Hong;Junzhi Liu;Junzhi Liu;Dieu Tien Bui;Biswajeet Pradhan;Biswajeet Pradhan

  501
  Citations

• Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods.

  Wei Chen;Yang Li;Weifeng Xue;Himan Shahabi

  462
  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

• Landslide susceptibility mapping at central Zab basin, Iran: a comparison between analytical hierarchy process, frequency ratio and logistic regression models

  Himan Shahabi;Saeed Khezri;Baharin Bin Ahmad;Mazlan Hashim

  353
  Citations

• GIS-based groundwater potential analysis using novel ensemble weights-of-evidence with logistic regression and functional tree models

  Wei Chen;Hui Li;Enke Hou;Shengquan Wang

  338
  Citations

• Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles

  Wei Chen;Wei Chen;Haoyuan Hong;Haoyuan Hong;Shaojun Li;Himan Shahabi

  292
  Citations

• Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

  Viet-Ha Nhu;Ataollah Shirzadi;Himan Shahabi;Sushant K. Singh

  261
  Citations

• Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

  Wei Chen;Mahdi Panahi;Paraskevas Tsangaratos;Himan Shahabi

  259
  Citations

• A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China

  Wei Chen;Ataollah Shirzadi;Himan Shahabi;Baharin Bin Ahmad

  247
  Citations

• Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms

  Qingfeng He;Himan Shahabi;Ataollah Shirzadi;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

• Predicting uncertainty of machine learning models for modelling nitrate pollution of groundwater using quantile regression and UNEEC methods.

  Omid Rahmati;Bahram Choubin;Abolhasan Fathabadi;Frederic Coulon

  226
  Citations

• Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models

  Ali Azareh;Omid Rahmati;Elham Rafiei-Sardooi;Joel B. Sankey

  204
  Citations

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

  Ataollah Shirzadi;Karim Soliamani;Mahmood Habibnejhad;Ataollah Kavian

  194
  Citations

• Landslide Susceptibility Assessment by Novel Hybrid Machine Learning Algorithms

  Binh Thai Pham;Ataollah Shirzadi;Himan Shahabi;Ebrahim Omidvar

  181
  Citations

• Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

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

  180
  Citations

• Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran

  Himan Shahabi;Mazlan Hashim;Baharin Bin Ahmad

  176
  Citations

• Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression

  Wei Chen;Himan Shahabi;Shuai Zhang;Khabat Khosravi

  176
  Citations

• Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms.

  Dieu Tien Bui;Himan Shahabi;Ataollah Shirzadi;Kamran Chapi

  169
  Citations

• Spatial prediction of landslide susceptibility using GIS-based data mining techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)

  Wei Chen;Haoyuan Hong;Mahdi Panahi;Himan Shahabi

  168
  Citations

• Landslide detection and susceptibility mapping by airsar data using support vector machine and index of entropy models in Cameron Highlands, Malaysia

  Dieu Tien Bui;Himan Shahabi;Ataollah Shirzadi;Kamran Chapi

  154
  Citations

• Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran

  Mohsen Alizadeh;Esmaeil Alizadeh;Sara Asadollahpour Kotenaee;Himan Shahabi

  138
  Citations

• Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution

  Ataollah Shirzadi;Karim Solaimani;Mahmood Habibnejad Roshan;Ataollah Kavian

  134
  Citations

• Spatial prediction of landslide susceptibility by combining evidential belief function, logistic regression and logistic model tree

  Wei Chen;Xia Zhao;Himan Shahabi;Ataollah Shirzadi

  130
  Citations