Cellular automata based on artificial neural network for simulating land use changes

Hichem Omrani , Omar Charif , Reine-Maria Basse
annual simulation symposium 1

2012
OMBP: Optic Modified BackPropagation training algorithm for fast convergence of Feedforward Neural Network

Philippe Trigano , Hichem Omrani , Omar Charif
International Conference on Telecommunication Technology and Applications 132 -137

1
2011
Comparaison méthodologique de modèles neuronaux et multinomiaux : application au partage modal des actifs du Luxembourg

Philippe Gerber , Omar Charif , Samuel Carpentier , Hichem Omrani
10e rencontres ThéoQuant « Nouvelles approches en géographie théorique et quantitative »

2011
A multi‐label cellular automata model for land change simulation

Omar Charif , Hichem Omrani , Fahed Abdallah , Bryan Pijanowski
Transactions in Gis 21 ( 6) 1298 -1320

9
2017
Multi-label class assignment in land-use modelling

Hichem Omrani , Fahed Abdallah , Omar Charif , Nicholas T. Longford
International Journal of Geographical Information Science 29 ( 6) 1023 -1041

28
2015
A method and a tool for geocoding and record linkage

Omar Charif , Hichem Omrani , Olivier Klein , Marc Schneider
international conference on geoscience and remote sensing 1 356 -359

7
2010
An Approach for spatial and temporal data analysis: Application for mobility modeling of workers in Luxembourg and its bordering areas

Hichem Omrani , Omar Charif , Olivier Klein , Philippe Gerber
systems, man and cybernetics 1437 -1442

8
2010
Prediction of Individual Travel Mode with Evidential Neural Network Model

Hichem Omrani , Omar Charif , Philippe Gerber , Anjali Awasthi
Transportation Research Record 2399 ( 2399) 1 -8

32
2013
Simulation of land use changes using cellular automata and artificial neural network

Hichem Omrani , Omar Charif , Philippe Gerber , Katalin Bódis
Technical Report, CEPS/INSTEAD

15
2012
Cellular automata based neural networks for modelling dual complex systems: Land-Use/Cover and transport networks

Reine Maria Basse , Hichem Omrani , Omar Charif , Katalin Bódis
Oporto, Portugal

2
2012
Modélisation dynamique de l’occupation de sol par intelligence artificielle de la Grande Région

Reine Maria Basse , Hichem Omrani , Omar Charif , Philippe Gerber
Onzièmes Rencontres de Théo Quant, Besançon-France.

2013
Cellular automata model based on machine learning models for simulating land use changes

Omar Charif , Hichem Omrani , Philippe Trigano
colloque WSC 2012, Winter Simulation Conference, con409s2 1 -10

2012
Cellular Automata Based on machine learning methods for Simulating Land Use Changes

Omar Charif , Hichem Omrani , Reine-Maria Basse , Philippe Trigano

Cellular automata model based on machine learning methods for simulating land use change

O. Charif , Reine-Maria Basse , Hichem Omrani , P. Trigano
winter simulation conference 1 -12

3
2012