Iulia Costache

Flash-flood hazard using deep learning based on H2O R package and fuzzy-multicriteria decision-making analysis

Romulus Costache, Tran Trung Tin, Alireza Arabameri et al. · Journal of Hydrology · 2022 · 89 citations

Computing, Computer Science, Hydrology +15

Flash-Flood Potential Mapping Using Deep Learning, Alternating Decision Trees and Data Provided by Remote Sensing Sensors

Romulus Costache, Alireza Arabameri, Thomas Blaschke et al. · Sensors · 2021 · 85 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

New neural fuzzy-based machine learning ensemble for enhancing the prediction accuracy of flood susceptibility mapping

Romulus Costache, Roxana Ţîncu, Ismail Elkhrachy et al. · Hydrological Sciences Journal · 2020 · 77 citations

Natural Resources, Civil Engineering, Hydrology +15

Flash-flood propagation susceptibility estimation using weights of evidence and their novel ensembles with multicriteria decision making and machine learning

Romulus Costache, Quoc Bao Pham, Alireza Arabameri et al. · Geocarto International · 2021 · 52 citations

Natural Resources, Hydrology, Flood Hydrology +16

Flood susceptibility evaluation through deep learning optimizer ensembles and GIS techniques

Romulus Costache, Alireza Arabameri, Iulia Costache et al. · Journal of Environmental Management · 2022 · 46 citations

Natural Resources, Hydrology, Water Resources Management +16