Assessment of GIS-Based Machine Learning Algorithms for Spatial Modeling of Landslide Susceptibility: Case Study in Iran

Learning Algorithms ◽

A comparative evaluation of machine learning algorithms and an improved optimal model for landslide susceptibility: a case study

Geomatics Natural Hazards and Risk ◽

10.1080/19475705.2021.1955018 ◽

2021 ◽

Vol 12 (1) ◽

pp. 1973-2001

Author(s):

Yue Liu ◽

Peihua Xu ◽

Chen Cao ◽

Bo Shan ◽

Kuanxing Zhu ◽

...

Keyword(s):

Machine Learning ◽

Comparative Evaluation ◽

Learning Algorithms ◽

Optimal Model

2020 International Conference on Advances in Computing, Communication & Materials (ICACCM) ◽

Twitter Sentiment Analysis Using Machine Learning Algorithms: A Case Study

10.1109/icaccm50413.2020.9213011 ◽

2020 ◽

Author(s):

Sheresh Zahoor ◽

Rajesh Rohilla

Keyword(s):

Machine Learning ◽

Sentiment Analysis ◽

Learning Algorithms ◽

Estimating Lead Time Using Machine Learning Algorithms: A Case Study by a Textile Company

10.1109/asyu52992.2021.9599012 ◽

2021 ◽

Author(s):

Ceren Atik ◽

Recen Alp Kut ◽

Safak Birol

Keyword(s):

Machine Learning ◽

Lead Time ◽

Learning Algorithms ◽

Understanding and Reducing Landslide Disaster Risk - ICL Contribution to Landslide Disaster Risk Reduction ◽

Application of Machine Learning Algorithms and Their Ensemble for Landslide Susceptibility Mapping

10.1007/978-3-030-60227-7_25 ◽

2020 ◽

pp. 233-239

Author(s):

Bahareh Kalantar ◽

Naonori Ueda ◽

Vahideh Saeidi ◽

Parisa Ahmadi

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping

Proceedings of International Exchange and Innovation Conference on Engineering & Sciences (IEICES) ◽

Detection of Slums from Very High-Resolution Satellite Images Using Machine Learning Algorithms: A Case Study of Fustat Area in Cairo, Egypt

10.5109/4102491 ◽

2020 ◽

Vol 6 ◽

pp. 219-224

Author(s):

Muhammad Salem ◽

Naoki Tsurusaki ◽

Ahmed Eissa ◽

Taher Osman

Keyword(s):

Machine Learning ◽

High Resolution ◽

Satellite Images ◽

Learning Algorithms ◽

High Resolution Satellite Images ◽

Very High

Landslide susceptibility mapping using GIS-based machine learning algorithms for the Northeast Chongqing Area, China

Arabian Journal of Geosciences ◽

10.1007/s12517-021-08871-w ◽

2021 ◽

Vol 14 (24) ◽

Author(s):

Zhigang Bai ◽

Qimeng Liu ◽

Yu Liu

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Susceptibility Mapping ◽

Landslide Susceptibility Mapping

Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms

Geoderma ◽

10.1016/j.geoderma.2018.12.042 ◽

2019 ◽

Vol 340 ◽

pp. 55-69 ◽

Cited By ~ 46

Author(s):

Mahdis Amiri ◽

Hamid Reza Pourghasemi ◽

Gholam Abbas Ghanbarian ◽

Sayed Fakhreddin Afzali

Keyword(s):

Machine Learning ◽

Spatial Modeling ◽

Learning Algorithms ◽

Gully Erosion ◽

Effective Factors ◽

Boruta Algorithm

Identification of multi-element geochemical anomalies using unsupervised machine learning algorithms: A case study from Ag–Pb–Zn deposits in north-western Zhejiang, China

Applied Geochemistry ◽

10.1016/j.apgeochem.2020.104679 ◽

2020 ◽

Vol 120 ◽

pp. 104679 ◽

Cited By ~ 2

Author(s):

Jun Wang ◽

Yongzhang Zhou ◽

Fan Xiao

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Unsupervised Machine Learning ◽

Geochemical Anomalies ◽

North Western

GIS-based landslide susceptibility modeling: A comparison between fuzzy multi-criteria and machine learning algorithms

Geoscience Frontiers ◽

10.1016/j.gsf.2020.09.004 ◽

2021 ◽

Vol 12 (2) ◽

pp. 857-876

Author(s):

Sk Ajim Ali ◽

Farhana Parvin ◽

Jana Vojteková ◽

Romulus Costache ◽

Nguyen Thi Thuy Linh ◽

...

Keyword(s):

Machine Learning ◽

Learning Algorithms ◽

Susceptibility Modeling

A Comparison Framework of Machine Learning Algorithms for Mixed-Type Variables Datasets: A Case Study on Tire-Performances Prediction

IEEE Access ◽

10.1109/access.2020.3041367 ◽

2020 ◽

Vol 8 ◽

pp. 214902-214914

Author(s):

Leonardo Gutierrez-Gomez ◽

Frank Petry ◽

Djamel Khadraoui

Keyword(s):

Machine Learning ◽

Mixed Type ◽

Learning Algorithms ◽