Emrehan Kutluğ Şahin

Author

Bolu Abant İzzet Baysal University ORCID

Also Known As

Emrehan Kutlug SAHİN, Emrehan Kutlug Sahin, Emrehan Kutluğ ŞAHİN, Emrehan Kutluğ Şahin

Publications

2.9K

Citations

H-Index

Concepts

All Affiliations

Bolu Abant İzzet Baysal University Gebze Technical University

About

Emrehan Kutluğ Şahin is an author at Bolu Abant İzzet Baysal University specializing in engineering, data science, and civil engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	17	17	2.5K
2	Civil Engineering	11	11	1.6K
3	Biostatistics	3	3	250
4	Management	2	2	39
5	Computer Science	1	1	24

Emrehan Kutluğ Şahin

Publications

2.7K

Citations

H-Index

Page 1

	Year	Citations
Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression Taşkın Kavzoğlu, Emrehan Kutluğ Şahin, İsmail Çölkesen Landslides Rock SlideEngineeringLandslide SusceptibilityRock SlopeGeomorphology	2013	695
Assessing the predictive capability of ensemble tree methods for landslide susceptibility mapping using XGBoost, gradient boosting machine, and random forest Emrehan Kutluğ Şahin SN Applied Sciences Gradient Boosting MachineEngineeringLandslide SusceptibilityData ScienceGeomorphology	2020	368
Selecting optimal conditioning factors in shallow translational landslide susceptibility mapping using genetic algorithm Taşkın Kavzoğlu, Emrehan Kutluğ Şahin, İsmail Çölkesen Engineering Geology Geotechnical EngineeringRock SlideEngineeringRock SlopeGeomorphology	2015	196
Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression İsmail Çölkesen, Emrehan Kutluğ Şahin, Taşkın Kavzoğlu Journal of African Earth Sciences Geotechnical EngineeringRock SlideSusceptibility MappingEngineeringData Science	2016	173
An investigation of feature selection methods for soil liquefaction prediction based on tree-based ensemble algorithms using AdaBoost, gradient boosting, and XGBoost Selçuk Demir, Emrehan Kutluğ Şahin Neural Computing and Applications Soil Liquefaction PredictionEngineeringMachine LearningData ScienceData Mining	2022	168
Comparative analysis of gradient boosting algorithms for landslide susceptibility mapping Emrehan Kutluğ Şahin Geocarto International Rock SlideEngineeringMachine LearningRock SlopeGeomorphology	2020	166
An assessment of multivariate and bivariate approaches in landslide susceptibility mapping: a case study of Duzkoy district Taşkın Kavzoğlu, Emrehan Kutluğ Şahin, İsmail Çölkesen Natural Hazards Geotechnical EngineeringRock SlideDuzkoy DistrictEngineeringBivariate Approaches	2014	157
A comparative assessment of canonical correlation forest, random forest, rotation forest and logistic regression methods for landslide susceptibility mapping Emrehan Kutluğ Şahin, İsmail Çölkesen, Taşkın Kavzoğlu Geocarto International EngineeringForest BiometricsGeomorphologyRotation ForestForestry	2018	147
Predicting occurrence of liquefaction-induced lateral spreading using gradient boosting algorithms integrated with particle swarm optimization: PSO-XGBoost, PSO-LightGBM, and PSO-CatBoost Selçuk Demir, Emrehan Kutluğ Şahin Acta Geotechnica Particle Swarm OptimizationLateral Spread	2023	115
Liquefaction prediction with robust machine learning algorithms (SVM, RF, and XGBoost) supported by genetic algorithm-based feature selection and parameter optimization from the perspective of data processing Selçuk Demir, Emrehan Kutluğ Şahin Environmental Earth Sciences EngineeringMachine LearningData ScienceData MiningPattern Recognition	2022	105

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