Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and challenges SCK Tekouabou, EB Diop, R Azmi, R Jaligot, J Chenal Journal of King Saud University-Computer and Information Sciences 34 (8 …, 2022 | 57 | 2022 |
Surface water quality assessment in the semi-arid area by a combination of heavy metal pollution indices and statistical approaches for sustainable management D Khadija, A Hicham, A Rida, E Hicham, N Nordine, F Najlaa Environmental Challenges 5, 100230, 2021 | 51 | 2021 |
Road segmentation using u-net architecture NYQ Abderrahim, S Abderrahim, A Rida 2020 IEEE international conference of moroccan geomatics (Morgeo), 1-4, 2020 | 44 | 2020 |
Exploring the relationship between urban form and land surface temperature (LST) in a semi-arid region case study of Ben Guerir city-Morocco R Azmi, CS Tekouabou Koumetio, EB Diop, J Chenal Environmental Challenges 5, 100229, 2021 | 28 | 2021 |
A modified and enhanced normalized built-up index using multispectral and thermal bands R Azmi, OB Alami, AE Saadane, I Kacimi, T Chafiq Indian Journal of Science and Technology, 2016 | 22 | 2016 |
Artificial intelligence based methods for smart and sustainable urban planning: a systematic survey SC Koumetio Tekouabou, EB Diop, R Azmi, J Chenal Archives of Computational Methods in Engineering 30 (2), 1421-1438, 2023 | 16 | 2023 |
A deep learning classification approach using high spatial satellite images for detection of built-up areas in rural zones: Case study of Souss-Massa region-Morocco M Wahbi, I El Bakali, B Ez-zahouani, R Azmi, A Moujahid, M Zouiten, ... Remote Sensing Applications: Society and Environment 29, 100898, 2023 | 14 | 2023 |
Photovoltaic site suitability analysis using analytical hierarchy process and sensitivity analysis methods with GIS and remote sensing in Southern Morocco: case of Draa … R Azmi, H Amar, I Kacimi 2017 International Renewable and Sustainable Energy Conference (IRSEC), 1-5, 2017 | 13 | 2017 |
Estimation of spatial distribution and temporal variability of land surface temperature over Casablanca and the surroundings of the city using different Landat satellite sensor … R Azmi, A Saadane, I Kacimi Int. J. Innov. Appl. Stud 11, 49, 2015 | 10 | 2015 |
Crowdsourcing public engagement for urban planning in the global south: methods, challenges and suggestions for future research EB Diop, J Chenal, SCK Tekouabou, R Azmi Sustainability 14 (18), 11461, 2022 | 9 | 2022 |
Decision analysis related to solar farm investments based on analysis hierarchical process and fuzzy AHP for sustainable energy production R Azmi, H Amar, J Chenal, EB Diop, CS Tekouabou Koumetio International Journal of Energy Research, 2022 | 5 | 2022 |
Identifying and classifying urban data sources for machine learning-based sustainable urban planning and decision support systems development SCK Tékouabou, J Chenal, R Azmi, H Toulni, EB Diop, A Nikiforova Data 7 (12), 170, 2022 | 4 | 2022 |
Evaluation of factors affecting demand on the bike-sharing system: Case study on the city of Marrakech, Morocco R Azmi, J Chenal, K Azmi, EB Diop, CST Koumetio 2022 14th International Colloquium of Logistics and Supply Chain Management …, 2022 | 3 | 2022 |
Optimization of Object-Based Image Analysis with Genetic Programming to Generate Explicit Knowledge from WorldView-2 Data for Urban Mapping AN R.Azmi, H.Amar Geospatial Intelligence, pp 157-169, 2021 | 3* | 2021 |
Blockchain-based electronic voting systems: A case study in Morocco T Chafiq, R Azmi, O Mohammed International Journal of Intelligent Networks, 2024 | 2 | 2024 |
A Hybrid Approach for Extracting Large-Scale and Accurate Built-Up Areas Using SAR and Multispectral Data R Azmi, J Chenal, H Amar, CS Tekouabou Koumetio, EB Diop Atmosphere 14 (2), 240, 2023 | 2 | 2023 |
Deep convolution neural network for automated method of road extraction on aerial imagery N Abderrahim, A Saadane, A Rida Geospatial Intelligence: Applications and Future Trends, 31-40, 2022 | 2 | 2022 |
Generate knowledge base from very high spatial resolution satellite image using robust classification rules and genetic programming R Azmi, H Amar, A Noreyaqine 2020 IEEE International conference of Moroccan Geomatics (Morgeo), 2020 | 2 | 2020 |
Modelling change detection for unveiling urban transitions: using machine learning algorithms and Sentinel-2 data in Larache City, Morocco T Chafiq, M Hmamou, I Ouhammou, R Azmi, M Kumar Modeling Earth Systems and Environment 10 (2), 1711-1725, 2024 | 1 | 2024 |
Using Logistic Regression to Predict Access to Essential Services: Electricity and Internet in Nouakchott, Mauritania SA Ebnou Abdem, J Chenal, EB Diop, R Azmi, M Adraoui, ... Sustainability 15 (23), 16197, 2023 | 1 | 2023 |