| An investigation of feature selection methods for soil liquefaction prediction based on tree-based ensemble algorithms using AdaBoost, gradient boosting, and XGBoost S Demir, EK Sahin Neural Computing and Applications 35 (4), 3173 - 3190, 2023 | 41 | 2023 |
| Comparison of tree-based machine learning algorithms for predicting liquefaction potential using canonical correlation forest, rotation forest, and random forest based on CPT data S Demir, EK Sahin Soil Dynamics and Earthquake Engineering 154, 107130, 2022 | 41 | 2022 |
| Liquefaction prediction with robust machine learning algorithms (SVM, RF, and XGBoost) supported by genetic algorithm-based feature selection and parameter optimization from … S Demir, EK Şahin Environmental Earth Sciences 81 (18), 459, 2022 | 28 | 2022 |
| Predicting occurrence of liquefaction-induced lateral spreading using gradient boosting algorithms integrated with particle swarm optimization: PSO-XGBoost, PSO-LightGBM, and … S Demir, EK Sahin Acta Geotechnica 18 (6), 3403-3419, 2023 | 26 | 2023 |
| Evaluation of oversampling methods (OVER, SMOTE, and ROSE) in classifying soil liquefaction dataset based on SVM, RF, and Naïve Bayes S Demir, EK Şahin Avrupa Bilim ve Teknoloji Dergisi, 142-147, 2022 | 17 | 2022 |
| Greedy-AutoML: A novel greedy-based stacking ensemble learning framework for assessing soil liquefaction potential EK Sahin, S Demir Engineering Applications of Artificial Intelligence 119, 105732, 2023 | 15 | 2023 |
| Numerical Investigation of Seismic Performance of High Modulus Columns under Earthquake Loading S Demir, P Özener Earthquake Engineering and Engineering Vibration 18 (4), 811-822, 2019 | 9 | 2019 |
| The Sustainable Design of Granular Columns Based on Laboratory Model Tests S Demir, FR Mokarram, P Özener Geo-Chicago 2016, 893-903, 2016 | 9 | 2016 |
| Parametric Investigation of Effectiveness of High Modulus Columns in Liquefaction Mitigation S Demir, PT Özener Soil Dynamics and Earthquake Engineering 139, 106337, 2020 | 8 | 2020 |
| Assessment of Feature Selection for Liquefaction Prediction Based on Recursive Feature Elimination S Demir, EK Şahin European Journal of Science and Technology 28, 290-294, 2021 | 7 | 2021 |
| Experimental and Numerical Investigations of Behavior of Rammed Aggregate Piers S Demir, P Özener, M Kirkit Geotechnical Testing Journal 40 (3), 411-425, 2017 | 7 | 2017 |
| Numerical Investigation of the Effects of Ground Motion Characteristics on the Seismic Behavior of Liquefiable Soil S Demir Periodica Polytechnica Civil Engineering 67 (1), 24-35, 2023 | 4 | 2023 |
| Numerical assessment of the performance of different constitutive models used to predict liquefiable soil behavior S Demir International Advanced Researches and Engineering Journal 5 (2), 260-267, 2021 | 3 | 2021 |
| Examining the role of liquefiable layer thickness and depth on the seismic lateral response of piles through numerical analyses A Ari, S Demir, P Özener International Journal of Geomechanics 23 (5), 04023047, 2023 | 2 | 2023 |
| Random Forest Importance-Based Feature Ranking and Subset Selection for Slope Stability Assessment using the Ranger Implementation S Demir, EK Sahin Avrupa Bilim ve Teknoloji Dergisi, 23-28, 2023 | 2 | 2023 |
| Investigation of behavior of liquefiable soils improved with high modulus columns S Demir Phd Thesis, Graduate School of Natural and Applied Sciences, Yıldız …, 2019 | 2 | 2019 |
| Comparison of Seismic Performance of High Modulus Columns in Liquefiable Soils S Demir, P Özener Geotechnical Earthquake Engineering and Soil Dynamics V 4 (1), 160-169, 2018 | 2 | 2018 |
| Determination of Seismic Performance of High Modulus Columns in Liquefiable Soils S Demir, P Özener Proceedings of the 3rd International Conference on Performance-based Design …, 2017 | 2 | 2017 |
| Model Taş Kolonların Sayısal Analizi S Demir, MR Kurtoğlu, M Berilgen, C Akgüner Zemin Mekaniği ve Temel Mühendisliği 15.Ulusal Kongresi, 631-640, 2014 | 2 | 2014 |
| Effect of Groundwater Level on Site Response Behavior of a One-Layered Liquefiable Soil S Demir Mühendislik Bilimleri ve Tasarım Dergisi 9 (3), 796-808, 2021 | 1 | 2021 |
Emrehan Kutlug SahinAbant Izzet Baysal University, Associate. Prof. Dr.ibu.edu.tr üzerinde doğrulanmış e-posta adresine sahip
