Omar Charif

Land use changes modelling using advanced methods: Cellular automata and artificial neural networks. The spatial and explicit representation of land cover dynamics at the cross-border region scale

Reine Maria Basse, Hichem Omrani, Omar Charif et al. · Applied Geography · 2014 · 234 citations

Urban Land Use, Advanced Methods, Explicit Representation +9

Prediction of Individual Travel Mode with Evidential Neural Network Model

Hichem Omrani, Omar Charif, Philippe Gerber et al. · Transportation Research Record Journal of the Transportation Research Board · 2013 · 51 citations

Transport Network Analysis, Engineering, Machine Learning +24

Spatial and temporal dimensions of land use change in cross border region of Luxembourg. Development of a hybrid approach integrating GIS, cellular automata and decision learning tree models

Reine Maria Basse, Omar Charif, Katalin Bódis · Applied Geography · 2015 · 48 citations

Geographic Information Systems, Cellular Automata, Data Science +7

Multi-label class assignment in land-use modelling

Hichem Omrani, Fahed Abdallah, Omar Charif et al. · International Journal of Geographical Information Systems · 2015 · 34 citations

Engineering, Machine Learning, Land Use +16

A multi‐label cellular automata model for land change simulation

Omar Charif, Hichem Omrani, Fahed Abdallah et al. · Transactions in GIS · 2017 · 19 citations

Engineering, Machine Learning, Urban Modelling +17