Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction
Environmental Earth Sciences, vol. 84, no. , pp. –
Uğur Dağdeviren, Alparslan Serhat Demir, Caner Erden, Abdullah Hulusi Kökçam, Talas Fikret Kurnaz
An integrated SHAP-MCDM approach for slope stability prediction based on machine learning algorithms
Natural Hazards, vol. , no. , pp. –
Alparslan Serhat Demir, Uğur Dağdeviren, Talas Fikret Kurnaz, Caner Erden, Abdullah Hulusi Kökçam
Estimation of soil liquefaction using artificial intelligence techniques: an extended comparison between machine and deep learning approaches
Environmental Earth Sciences, vol. 84, no. 5, pp. –
Eyyüp Hakan Şehmusoğlu, Talas Fikret Kurnaz, Caner Erden
A comparative analysis of ensemble learning algorithms with hyperparameter optimization for soil liquefaction prediction
ENVIRONMENTAL EARTH SCIENCES, vol. 83, no. 9, pp. –
Alparslan Serhat Demir, Talas Fikret Kurnaz, Abdullah Hulusi Kökçam, Caner Erden, Uğur Dağdeviren
Bibliometric analysis of artificial intelligence techniques for predicting soil liquefaction: insights and MCDM evaluation
NATURAL HAZARDS, vol. 120, no. 12, pp. 11153–11181
Abdullah Hulusi Kökçam, Caner Erden, Alparslan Serhat Demir, Talas Fikret Kurnaz
Comparison of machine learning algorithms for slope stability prediction using an automated machine learning approach
NATURAL HAZARDS, vol. 120, no. 8, pp. 6991–7014
Talas Fikret Kurnaz, Caner Erden, Uğur Dağdeviren, Alparslan Serhat Demir, Abdullah Hulusi Kökçam
The seismicity assessment and probabilistic seismic hazard analysis of the plateau containing large dams around the East Anatolian Fault Zone, eastern Turkiye
ENVIRONMENTAL EARTH SCIENCES, vol. 82, no. 15, pp. –
Murat Utkucu, Talas Fikret Kurnaz, Yiğit İnce
An alternative method for the particle size distribution: Image processing
Turkish Journal of Engineering, vol. 7, no. 2, pp. 108–115
Mert Aydın, Talas Fikret Kurnaz
A hyper parameterized artificial neural network approach for prediction of the factor of safety against liquefaction
ENGINEERING GEOLOGY, vol. 319, no. , pp. 107109–
Talas Fikret Kurnaz, Caner Erden, Abdullah Hulusi Kökçam, Uğur Dağdeviren, Alparslan Serhat Demir
Evaluation of the soil conditions in Alikahya Region (Izmit)
Advanced Engineering Science, vol. 2, no. , pp. 87–92
Talas Fikret Kurnaz
Evaluation of seismic hazard with probabilistic approach for Antakya Province (Turkey)
Journal of Earth System Science, vol. 129, no. 1, pp. –
Talas Fikret Kurnaz, Yiğit İnce
The performance comparison of the soft computing methods on the prediction of soil compaction parameters
Arabian Journal of Geosciences, vol. 13, no. 4, pp. 1–13
Talas Fikret Kurnaz, Yılmaz Kaya
SPT-based liquefaction assessment with a novel ensemble model based on GMDH-type neural network
Arabian Journal of Geosciences, vol. 12, no. 15, pp. –
Talas Fikret Kurnaz, Yılmaz Kaya
Prediction of the California bearing ratio (CBR) of compacted soils by using GMDH-type neural network
The European Physical Journal Plus, vol. 134, no. 7, pp. –
Talas Fikret Kurnaz, Yılmaz Kaya
A novel ensemble model based on GMDH-type neural network for the prediction of CPT-based soil liquefaction
Environmental Earth Sciences, vol. 78, no. 11, pp. –
Talas Fikret Kurnaz, Yılmaz Kaya
A microzonation study for coastal zone land-use planning: Kandira, Izmit (Turkey), case study
Indian Journal of Geo-Marine Sciences, vol. 48, no. 10, pp. 1616–1626
Talas Fikret Kurnaz
The comparison of the performance of ELM, BRNN, and SVM methods for the prediction of compression index of clays
Arabian Journal of Geosciences, vol. 11, no. 24, pp. –
Talas Fikret Kurnaz, Yılmaz Kaya
Probabilistic seismic hazard analysis of Kahramanmaras Province, Turkey
Arabian Journal of Geosciences, vol. 11, no. 5, pp. –
Yiğit İnce, Talas Fikret Kurnaz
Evaluation of the Compressibility Parameters of Soils Using Soft Computing Methods
Soil Mechanics and Foundation Engineering, vol. 55, no. 3, pp. 173–180
Uğur Dağdeviren, Alparslan Serhat Demir, Talas Fikret Kurnaz
Evaluatıon of the Soil Characteristics and Liquefaction Risk in Kazimpasa, Adapazari (Turkey), Case Study
Turkish Journal of Engineering, vol. 1, no. 1, pp. 18–24
Talas Fikret Kurnaz
Prediction of compressibility parameters of the soils using artificial neural network
SpringerPlus, vol. 5, no. 1, pp. –
Talas Fikret Kurnaz, Uğur Dağdeviren, Murat Yıldız, Özhan Özkan
Buried underground archaeological structures investigation with electrical method diyarbakır Ulu Mosque Turkey
OPTOELECTRONICS AND ADVANCED MATERIALS – RAPID COMMUNICATIONS, vol. 9, no. 1-2, pp. 304–310
Can Karavul, Nihan Arığ, Talas Fikret Kurnaz, Aşkın Demirkol
GIS based data analysis from multiple soil investigations for urban land use planning Esenler district Istanbul Turkey
Journal of Food, Agriculture and Environment, vol. 11, no. 34, pp. 1707–1714
Talas Fikret Kurnaz, Şefik Ramazanoğlu, Can Karavul
URBAN MICROZONATION STUDY FOR ESENLER DISTRICT ISTANBUL TURKEY
INTERNATIONAL JOURNAL OF THE PHYSICAL SCIENCES, vol. 6, no. 21, pp. 4933–4946
Talas Fikret Kurnaz, Şefik Ramazanoğlu, Can Karavul
KIYI YERLEŞKESİ ARAZİ KULLANIM PLANLAMASI İÇİN ZEMİN ÖZELLİKLERİNİN ARAŞTIRILMASI, KANDIRA, İZMİT
SAÜ Fen Bilimleri Enstitüsü Dergisi, vol. 21, no. 5, pp. 816–823
Talas Fikret Kurnaz
Yerleşime uygunluğun Coğrafi Bilgi Sistemleri CBS ile sorgulanması Esenler İstanbul örneği
Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol. 18, no. 3, pp. 171–182
Talas Fikret Kurnaz, Şefik Ramazanoğlu
Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction
ENVIRONMENTAL EARTH SCIENCES, vol. 84, no. 17, pp. –
Uğur Dağdeviren, Alparslan Serhat Demir, Caner Erden, Abdullah Hulusi Kökçam, Talas Fikret Kurnaz
An integrated SHAP-MCDM approach for slope stability prediction based on machine learning algorithms
NATURAL HAZARDS, vol. , no. , pp. –
Alparslan Serhat Demir, Uğur Dağdeviren, Talas Fikret Kurnaz, Caner Erden, Abdullah Hulusi Kökçam