Paraskevas Tsangaratos
Paraskevas Tsangaratos
Phd, Mining Engineering, National Technical University of Athens
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα metal.ntua.gr
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Παρατίθεται από
Παρατίθεται από
Έτος
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
2582016
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
1682018
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
1492019
Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece
P Tsangaratos, I Ilia
Landslides 13 (2), 305-320, 2016
1452016
Applying weight of evidence method and sensitivity analysis to produce a landslide susceptibility map
I Ilia, P Tsangaratos
Landslides 13 (2), 379-397, 2016
1002016
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 (3), 1091-1111, 2017
962017
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
922019
Estimating landslide susceptibility through a artificial neural network classifier
P Tsangaratos, A Benardos
Natural Hazards 74 (3), 1489-1516, 2014
922014
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
892020
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
872017
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 (3), 261-270, 2008
852008
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
622019
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
622018
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
572020
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
442020
Case event system for landslide susceptibility analysis
P Tsangaratos, I Ilia, D Rozos
Landslide science and practice, 585-593, 2013
242013
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 (11), 1-19, 2018
232018
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 (10), 1-23, 2018
222018
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
222016
Application of a Bayesian approach in GIS based model for evaluating landslide susceptibility. Case study Kimi area, Euboea, Greece
I Ilia, P Tsangaratos, I Koumantakis, D Rozos
Bulletin of the Geological Society of Greece 43 (3), 1590-1600, 2010
212010
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