Paraskevas Tsangaratos

Comparison of a logistic regression and Naïve Bayes classifier in landslide susceptibility assessments: The influence of models complexity and training dataset size

Paraskevas Tsangaratos, Ioanna Ilia · CATENA · 2016 · 424 citations

Naïve Bayes Classifier, Disaster Detection, Rock Slide +7

Application of fuzzy weight of evidence and data mining techniques in construction of flood susceptibility map of Poyang County, China

Haoyuan Hong, Paraskevas Tsangaratos, Ioanna Ilia et al. · The Science of The Total Environment · 2017 · 415 citations

Flash Flood, Fuzzy Logic, Environmental Monitoring +15

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

Dieu Tien Bui, Paraskevas Tsangaratos, Phuong Thao Thi Ngo et al. · The Science of The Total Environment · 2019 · 269 citations

Flash Flood, Fuzzy Logic, Engineering +14

Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility

Wei Chen, Mahdi Panahi, Paraskevas Tsangaratos et al. · CATENA · 2018 · 256 citations

Geotechnical Engineering, Rock Slide, Fuzzy Logic +9

Landslide susceptibility mapping using a modified decision tree classifier in the Xanthi Perfection, Greece

Paraskevas Tsangaratos, Ioanna Ilia · Landslides · 2015 · 201 citations

Rock Slide, Engineering, Landslide Susceptibility +9