Ioanna Ilia

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

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

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 · 201 citations

Evolutionary Data Mining, Forest Fire, Engineering +10