Concepedia

Alihan Teke

AT

4

Publications

504

Citations

4

H-Index

2021

Active since

Affiliations

Gebze Technical University(Current)

Alihan Teke is an author at Gebze Technical University specializing in geography, engineering, and machine learning.

Top concepts

GeographyEngineeringData ScienceGeomorphologyMachine LearningPredictive AnalyticsManagementForecastingDeep LearningRemote Sensing

Publications per year

2021–2024

4

Publications

4

Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural Gradient Boosting (NGBoost)

Taşkın Kavzoğlu, Alihan Teke · Arabian Journal for Science and Engineering · 2022 · 298 citations

Engineering, Machine Learning, Data Science +14

Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost)

Taşkın Kavzoğlu, Alihan Teke · Bulletin of Engineering Geology and the Environment · 2022 · 144 citations

Rock Slide, Engineering, Machine Learning +10

Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping

Taşkın Kavzoğlu, Alihan Teke, Elif Özlem Yılmaz · Remote Sensing · 2021 · 47 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +19

Exploring the decision-making process of ensemble learning algorithms in landslide susceptibility mapping: Insights from local and global explainable AI analyses

Alihan Teke, Taşkın Kavzoğlu · Advances in Space Research · 2024 · 15 citations

Rows per page

1–4 of 4