Theo dơi
Paraskevas Tsangaratos
Paraskevas Tsangaratos
Phd, Mining Engineering, National Technical University of Athens
Email được xác minh tại metal.ntua.gr
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size
P Tsangaratos, I Ilia
Catena 145, 164-179, 2016
4652016
Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China
H Hong, P Tsangaratos, I Ilia, J Liu, AX Zhu, W Chen
Science of the total environment 625, 575-588, 2018
3662018
Comparing the prediction performance of a Deep Learning Neural Network model with conventional machine learning models in landslide susceptibility assessment
DT Bui, P Tsangaratos, VT Nguyen, N Van Liem, PT Trinh
Catena 188, 104426, 2020
3232020
Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility
W Chen, M Panahi, P Tsangaratos, H Shahabi, I Ilia, S Panahi, S Li, ...
Catena 172, 212-231, 2019
2462019
Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods
DT Bui, P Tsangaratos, PTT Ngo, TD Pham, BT Pham
Science of the total environment 668, 1038-1054, 2019
2352019
Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece
P Tsangaratos, I Ilia
Landslides 13, 305-320, 2016
2042016
Applying Information Theory and GIS-based quantitative methods to produce landslide susceptibility maps in Nancheng County, China
P Tsangaratos, I Ilia, H Hong, W Chen, C Xu
Landslides 14, 1091-1111, 2017
1722017
Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map
I Ilia, P Tsangaratos
Landslides 13, 379-397, 2016
1682016
Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu …
H Hong, P Tsangaratos, I Ilia, J Liu, AX Zhu, C Xu
Science of the total environment 630, 1044-1056, 2018
1442018
A hybrid fuzzy weight of evidence method in landslide susceptibility analysis on the Wuyuan area, China
H Hong, I Ilia, P Tsangaratos, W Chen, C Xu
Geomorphology 290, 1-16, 2017
1432017
Estimating landslide susceptibility through a artificial neural network classifier
P Tsangaratos, A Benardos
Natural hazards 74, 1489-1516, 2014
1342014
Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods
W Chen, P Tsangaratos, I Ilia, Z Duan, X Chen
Science of the Total Environment 684, 31-49, 2019
1172019
An implementation of rock engineering system for ranking the instability potential of natural slopes in Greek territory. An application in Karditsa County
D Rozos, L Pyrgiotis, S Skias, P Tsagaratos
Landslides 5, 261-270, 2008
1122008
Evaluating the usage of tree-based ensemble methods in groundwater spring potential mapping
W Chen, X Zhao, P Tsangaratos, H Shahabi, I Ilia, W Xue, X Wang, ...
Journal of Hydrology 583, 124602, 2020
1112020
Groundwater spring potential mapping using artificial intelligence approach based on kernel logistic regression, random forest, and alternating decision tree models
W Chen, Y Li, P Tsangaratos, H Shahabi, I Ilia, W Xue, H Bian
Applied Sciences 10 (2), 425, 2020
992020
Introducing a novel multi-layer perceptron network based on stochastic gradient descent optimized by a meta-heuristic algorithm for landslide susceptibility mapping
H Hong, P Tsangaratos, I Ilia, C Loupasakis, Y Wang
Science of the total environment 742, 140549, 2020
782020
Combining evolutionary algorithms and machine learning models in landslide susceptibility assessments
W Chen, Y Chen, P Tsangaratos, I Ilia, X Wang
Remote Sensing 12 (23), 3854, 2020
662020
Developing a landslide susceptibility map based on remote sensing, fuzzy logic and expert knowledge of the Island of Lefkada, Greece
P Tsangaratos, C Loupasakis, K Nikolakopoulos, V Angelitsa, I Ilia
Environmental earth sciences 77, 1-23, 2018
462018
Land subsidence phenomena investigated by spatiotemporal analysis of groundwater resources, remote sensing techniques, and random forest method: The case of Western Thessaly …
I Ilia, C Loupasakis, P Tsangaratos
Environmental monitoring and assessment 190, 1-19, 2018
392018
Land subsidence rebound detected via multi-temporal InSAR and ground truth data in Kalochori and Sindos regions, Northern Greece
S Nikos, P Ioannis, L Constantinos, T Paraskevas, K Anastasia, ...
Engineering Geology 209, 175-186, 2016
322016
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