| Predictive Performances of Ensemble Machine Learning Algorithms in Landslide Susceptibility Mapping Using Random Forest, Extreme Gradient Boosting (XGBoost) and Natural … T Kavzoglu, A Teke Arabian Journal for Science and Engineering 47 (6), 7367–7385, 2022 | 117 | 2022 |
| Advanced hyperparameter optimization for improved spatial prediction of shallow landslides using extreme gradient boosting (XGBoost) T Kavzoglu, A Teke Bulletin of Engineering Geology and the Environment 81 (5), 201, 2022 | 40 | 2022 |
| Shared blocks-based ensemble deep learning for shallow landslide susceptibility mapping T Kavzoglu, A Teke, EO Yilmaz Remote Sensing 13 (23), 4776, 2021 | 36 | 2021 |
| Comparison of Support Vector Machines, Random Forest and Decision Tree Methods for Classification of Sentinel-2A Image Using Different Band Combinations T Kavzoglu, F Bilucan, A Teke ACRS’2020, 2020 | 15 | 2020 |
| Comparative assessment of deep learning and machine learning learning models in shallow landslide susceptibility A Teke, EO Yilmaz, T Kavzoglu International Symposium on Applied Geoinformatics, 2021 | 8 | 2021 |
| Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction EO Yilmaz, A Teke, T Kavzoglu IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 4 | 2022 |
| Determination of Effective Predisposing Factors Using Random Forest-Based Gini Index in Landslide Susceptibility Mapping A Teke, T Kavzoglu Intercontinental Geoinformation Days, 2021 | 4 | 2021 |
| Effectiveness of machine learning algorithms in landslide susceptibility mapping: A case study of Trabzon Province, Turkey T Kavzoglu, A Teke, F Bilucan Asian Conference on Remote Sensing (ACRS), 2020 | 3 | 2020 |
| Explainable artificial intelligence empowered landslide susceptibility mapping using Extreme Gradient Boosting (XGBoost) A Teke, T Kavzoglu The proceedings of the 6th Advanced Engineering Days, 74, 2023 | 2 | 2023 |
| Ensemble Conditioning Factor Selection with Markov Chain Framework for Shallow Landslide Susceptibility Mapping in Lake Sapanca Basin and its Vicinity, Turkey T Kavzoglu, A Teke Baltic Journal of Modern Computing 10 (2), 224-240, 2022 | 2 | 2022 |
| Explainable Artificial Intelligence to Explore Intrinsic Characteristics of Factors Controlling Landslide Susceptibility: Opening the Black-Box T Kavzoglu, A Teke Available at SSRN 4378239, 2023 | 1 | 2023 |
| Spatially Aware Landslide Susceptibility Prediction Using a Geographical Random Forest Approach A Teke, T Kavzoglu The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2024 | | 2024 |
| Susceptibility Mapping of Wildfires Using XGBoost, Random Forest and AdaBoost: A Case Study of Mediterranean Ecosystem TK F Bilucan, A Teke Mediterranean Geosciences Union Annual Meeting 2022 (MedGU’2022), 2022 | | 2022 |
| Applications of Ensemble Learning Paradigm and Advanced Hyperparameter Optimization Techniques in Landslide Susceptibility Mapping A Teke Gebze Technical University, Graduate School of Natural and Applied Sciences …, 2022 | | 2022 |
| Applications of Ensemble Learning Paradigm and Advanced Hyperparameter Optimization Techniques in Landslide Susceptibility Mapping A Teke Graduate School of Natural and Applied Sciences, Gebze Technical University …, 2022 | | 2022 |
| A Markov Chain Framework for Ensemble Conditioning Factor Selection in Landslide Susceptibility Zonation A Teke, T Kavzoglu INTERNATIONAL SYMPOSIUM ON APPLIED GEOINFORMATICS (ISAG2021), 2021 | | 2021 |
| Comparative Assessment of Deep Learning and Machine Learning Models in Shallow Landslide Susceptibility Zonation A Teke, EO Yilmaz, T Kavzoglu INTERNATIONAL SYMPOSIUM ON APPLIED GEOINFORMATICS (ISAG2021), 2021 | | 2021 |
| Effectiveness of Different Machine Learning Algorithms in Landslide Susceptibility Mapping: A Case Study of Trabzon Province, Turkey T Kavzoglu, A Teke, F Bilucan ACRS’2020, 2020 | | 2020 |
| TOPLULUK TABANLI MAKİNE ÖĞRENMESİ ALGORİTMALARI İLE ORMAN YANGINI DUYARLILIK HARİTALAMASI: HATAY ÖRNEĞİ F BİLÜCAN, A TEKE, T KAVZOĞLU | | |
Taskin KavzogluProfessor of Geomatics Engineering, Gebze Technical Universitygtu.edu.tr üzerinde doğrulanmış e-posta adresine sahip
