Haoyuan Hong

Overview

Best Publications

• A comparative study of logistic model tree, random forest, and classification and regression tree models for spatial prediction of landslide susceptibility

  Wei Chen;Xiaoshen Xie;Jiale Wang;Biswajeet Pradhan;Biswajeet Pradhan

  912
  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

• 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

• Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

  Haoyuan Hong;Biswajeet Pradhan;Chong Xu;Dieu Tien Bui

  483
  Citations

• Comparison of convolutional neural networks for landslide susceptibility mapping in Yanshan County, China.

  Yi Wang;Zhice Fang;Haoyuan Hong;Haoyuan Hong

  463
  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

• Landslide susceptibility assessment in Lianhua County (China); a comparison between a random forest data mining technique and bivariate and multivariate statistical models

  Haoyuan Hong;Hamid Reza Pourghasemi;Zohre Sadat Pourtaghi

  455
  Citations

• Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China.

  Wei Chen;Jianbing Peng;Haoyuan Hong;Haoyuan Hong;Himan Shahabi

  441
  Citations

• Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China.

  Haoyuan Hong;Paraskevas Tsangaratos;Ioanna Ilia;Junzhi Liu;Junzhi Liu

  422
  Citations

• Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution.

  Haoyuan Hong;Haoyuan Hong;Mahdi Panahi;Ataollah Shirzadi;Tianwu Ma;Tianwu Ma

  413
  Citations

• Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping

  Yanli Wu;Yutian Ke;Zhuo Chen;Shouyun Liang

  412
  Citations

• Predicting flood susceptibility using long short-term memory (LSTM) neural network model

  Unknown

  337
  Citations

• Multi-phase distribution of organic micropollutants in Xiamen Harbour, China

  JL Zhou;H Hong;Z Zhang;K Maskaoui

  334
  Citations

• Analyzing urban spatial patterns and trend of urban growth using urban sprawl matrix: A study on Kolkata urban agglomeration, India

  Mehebub Sahana;Haoyuan Hong;Haoyuan Hong;Haroon Sajjad

  302
  Citations

• Flood susceptibility mapping using convolutional neural network frameworks

  Yi Wang;Zhice Fang;Haoyuan Hong;Ling Peng

  296
  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

• GIS-based spatial prediction of flood prone areas using standalone frequency ratio, logistic regression, weight of evidence and their ensemble techniques

  Mahyat Shafapour Tehrany;Farzin Shabani;Mustafa Neamah Jebur;Haoyuan Hong

  289
  Citations

• Integration of convolutional neural network and conventional machine learning classifiers for landslide susceptibility mapping

  Zhice Fang;Yi Wang;Ling Peng;Haoyuan Hong

  283
  Citations

• GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method

  Wei Chen;Xiaoshen Xie;Jianbing Peng;Himan Shahabi

  280
  Citations

• A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping

  Zhice Fang;Yi Wang;Ling Peng;Haoyuan Hong

  261
  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

• Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy

  Haoyuan Hong;Wei Chen;Chong Xu;Ahmed M. Youssef

  235
  Citations