| 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 | 195 | 2018 |
| 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 | 135 | 2017 |
| 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 | 118 | 2016 |
| 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 | 104 | 2020 |
| 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 | 102 | 2018 |
| 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 | 95 | 2018 |
| Investigating on-road crash risk and traffic offences in Vietnam using the motorcycle rider behaviour questionnaire (MRBQ) HT Bui, I Saadi, M Cools Safety Science 130, 104868, 2020 | 67 | 2020 |
| 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 | 55 | 2016 |
| 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 | 51 | 2020 |
| 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 | 48 | 2017 |
| Proposing a new score to measure personal happiness by identifying the contributing factors M Moeinaddini, Z Asadi-Shekari, M Aghaabbasi, I Saadi, MZ Shah, ... Measurement 151, 107115, 2020 | 36 | 2020 |
| 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 | 35 | 2018 |
| A participatory assessment of perceived neighbourhood walkability in a small urban environment I Saadi, R Aganze, M Moeinaddini, Z Asadi-Shekari, M Cools Sustainability 14 (1), 206, 2021 | 34 | 2021 |
| 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 | 31 | 2018 |
| 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 | 31 | 2014 |
| 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 | 27 | 2018 |
| 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 | 23 | 2015 |
| 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 | 19 | 2016 |
| Unveiling the drivers of modal switch from motorcycles to public transport in Southeast Asia ST Nguyen, M Moeinaddini, I Saadi, M Cools Transportation research part F: traffic psychology and behaviour 102, 373-391, 2024 | 16 | 2024 |
| 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 | 15 | 2017 |
Mario CoolsProfessor of Transport and Mobility, Liège UniversityVerified email at telenet.be
