Theo dơi
Paraskevas Tsangaratos
Paraskevas Tsangaratos
Phd, Mining Engineering, National Technical University of Athens
Email được xác minh tại
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
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
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
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
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
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
Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece
P Tsangaratos, I Ilia
Landslides 13, 305-320, 2016
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
Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map
I Ilia, P Tsangaratos
Landslides 13, 379-397, 2016
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
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
Estimating landslide susceptibility through a artificial neural network classifier
P Tsangaratos, A Benardos
Natural hazards 74, 1489-1516, 2014
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
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
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
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
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
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
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
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
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
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