Ismaïl Saadi
Ismaïl Saadi
Postdoctoral researcher @ IFSTTAR
Verified email at univ-eiffel.fr
Title
Cited by
Cited by
Year
Modelling built-up expansion and densification with multinomial logistic regression, cellular automata and genetic algorithm
A Mustafa, A Heppenstall, H Omrani, I Saadi, M Cools, J Teller
Computers, Environment and Urban Systems 67, 147-156, 2018
932018
Coupling agent-based, cellular automata and logistic regression into a hybrid urban expansion model (HUEM)
A Mustafa, M Cools, I Saadi, J Teller
Land Use Policy 69, 529-540, 2017
662017
Hidden Markov Model-based population synthesis
I Saadi, A Mustafa, J Teller, B Farooq, M Cools
Transportation Research Part B: Methodological 90, 1-21, 2016
492016
Comparing support vector machines with logistic regression for calibrating cellular automata land use change models
A Mustafa, A Rienow, I Saadi, M Cools, J Teller
European Journal of Remote Sensing 51 (1), 391-401, 2018
402018
Addressing the determinants of built-up expansion and densification processes at the regional scale
A Mustafa, A Van Rompaey, M Cools, I Saadi, J Teller
Urban studies 55 (15), 3279-3298, 2018
342018
An investigation into machine learning approaches for forecasting spatio-temporal demand in ride-hailing service
I Saadi, M Wong, B Farooq, J Teller, M Cools
arXiv preprint arXiv:1703.02433, 2017
272017
Forecasting travel behavior using Markov Chains-based approaches
I Saadi, A Mustafa, J Teller, M Cools
Transportation Research Part C: Emerging Technologies 69, 402-417, 2016
272016
Measuring the effect of stochastic perturbation component in cellular automata urban growth model
A Mustafa, I Saadi, M Cools, J Teller
Procedia Environmental Sciences 22, 156-168, 2014
222014
Application of phase change materials, thermal insulation, and external shading for thermal comfort improvement and cooling energy demand reduction in an office building under …
MK Nematchoua, JCV Noelson, I Saadi, H Kenfack, ...
Solar Energy 207, 458-470, 2020
172020
A Time Monte Carlo method for addressing uncertainty in land-use change models
A Mustafa, I Saadi, M Cools, J Teller
International Journal of Geographical Information Science 32 (11), 2317-2333, 2018
162018
Urban development as a continuum: A multinomial logistic regression approach
AM Mustafa, M Cools, I Saadi, J Teller
International Conference on Computational Science and Its Applications, 729-744, 2015
142015
An efficient hierarchical model for multi-source information fusion
I Saadi, B Farooq, A Mustafa, J Teller, M Cools
Expert Systems with Applications 110, 352-362, 2018
92018
Investigating the impact of river floods on travel demand based on an agent-based modeling approach: The case of Liège, Belgium
I Saadi, A Mustafa, J Teller, M Cools
Transport policy 67, 102-110, 2018
82018
Understanding urban development types and drivers in Wallonia: a multi-density approach
A Mustafa, I Saadi, M Cools, J Teller
International Journal of Business Intelligence and Data Mining 13 (1-3), 309-330, 2018
82018
A bi-level Random Forest based approach for estimating OD matrices: Preliminary results from the Belgium National Household Travel Survey
I Saadi, A Mustafa, J Teller, M Cools
Transportation research procedia 25, 2566-2573, 2017
82017
Trends in regional jobs-housing proximity based on the minimum commute: The case of Belgium
I Saadi, K Boussauw, J Teller, M Cools
Journal of Transport Geography 57, 171-183, 2016
72016
Modelling uncertainties in long-term predictions of urban growth: a coupled cellular automata and agent-based approach
AM El Saeid Mustafa, I Saadi, M Cools, J Teller
Proceedings of CUPUM 2015, 18, 2015
72015
Applying non-parametric models to explore urban life satisfaction in European cities
M Moeinaddini, Z Asadi-Shekari, M Aghaabbasi, I Saadi, MZ Shah, ...
Cities 105, 102851, 2020
62020
Investigating scalability in population synthesis: a comparative approach
I Saadi, H Eftekhar, J Teller, M Cools
Transportation Planning and Technology 41 (7), 724-735, 2018
62018
An integrated framework for forecasting travel behavior using Markov Chain Monte-Carlo simulation and profile Hidden Markov Models
I Saadi, A Mustafa, J Teller, M Cools
Proceedings of the 95th Annual Meeting of the Transportation Research Board, 2016
62016
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Articles 1–20