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 · 434 citations

Computing, Geoinformatics, Geological Engineering +17

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 · 425 citations

Natural Resources, Geoinformatics, Hydrology +14

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 · 277 citations

Natural Resources, Hydrology, Feature Engineering +13

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

Wei Chen, Mahdi Panahi, Paraskevas Tsangaratos et al. · CATENA · 2018 · 259 citations

Engineering, Civil Engineering, Geological Engineering +16

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 County, China

Haoyuan Hong, Paraskevas Tsangaratos, Ioanna Ilia et al. · The Science of The Total Environment · 2018 · 209 citations

Natural Resources, Environmental Sciences, Forestry +14