| Towards big industrial data mining through explainable automated machine learning M Garouani, A Ahmad, M Bouneffa, M Hamlich, G Bourguin, ... The International Journal of Advanced Manufacturing Technology 120 (1), 1169 …, 2022 | 36 | 2022 |
| Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data M Garouani, A Ahmad, M Bouneffa, M Hamlich, G Bourguin, ... Journal of Big Data 9 (1), 57, 2022 | 25 | 2022 |
| AMLBID: an auto-explained automated machine learning tool for big industrial data M Garouani, A Ahmad, M Bouneffa, M Hamlich SoftwareX 17, 100919, 2022 | 17 | 2022 |
| Towards the Automation of Industrial Data Science: A Meta-learning based Approach. M Garouani, A Ahmad, M Bouneffa, A Lewandowski, G Bourguin, ... 23th International Conference on Enterprise Information Systems (ICEIS 2021 …, 2021 | 16 | 2021 |
| MAC: an open and free Moroccan Arabic Corpus for sentiment analysis M Garouani, J Kharroubi The Proceedings of the International Conference on Smart City Applications …, 2021 | 15 | 2021 |
| Sentiment analysis of Moroccan tweets using text mining M Garouani, H Chrita, J Kharroubi International Conference on Digital Technologies and Applications, 597-608, 2021 | 11 | 2021 |
| Towards meta-learning based data analytics to better assist the domain experts in industry 4.0 M Garouani, A Ahmad, M Bouneffa, M Hamlich, G Bourguin, ... International Conference on Artificial Intelligence and Big Data in Digital …, 2021 | 9 | 2021 |
| Product defect detection based on convolutional autoencoder and one-class classification M Chaabi, M Hamlich, M Garouani Int J Artif Intell ISSN 2252 (8938), 8938, 2023 | 7 | 2023 |
| Leveraging the automated machine learning for arabic opinion mining: A preliminary study on automl tools and comparison to human performance M Garouani, K Zaysa International Conference on Digital Technologies and Applications, 163-171, 2022 | 7 | 2022 |
| Towards a new lexicon-based features vector for sentiment analysis: application to Moroccan Arabic tweets M Garouani, J Kharroubi Advances in Information, Communication and Cybersecurity: Proceedings of …, 2022 | 7 | 2022 |
| Toward an automatic assistance framework for the selection and configuration of machine learning based data analytics solutions in industry 4.0 M Garouani, M Hamlich, A Ahmad, M Bouneffa, G Bourguin, ... International Conference On Big Data and Internet of Things, 3-15, 2021 | 7 | 2021 |
| Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms M Garouani, A Ahmad, M Bouneffa, M Hamlich Journal of Big Data 10 (1), 14, 2023 | 5 | 2023 |
| Towards Efficient and Explainable Automated Machine Learning Pipelines Design: Application to Industry 4.0 Data M Garouani Université du Littoral Côte d’Opale, 2022 | 4 | 2022 |
| Scalable meta-bayesian based hyperparameters optimization for machine learning M Garouani, A Ahmad, M Bouneffa, M Hamlich International Conference on Smart Applications and Data Analysis, 173-186, 2022 | 4 | 2022 |
| Explaining Meta-Features Importance in Meta-Learning Through Shapley Values M Garouani, A Ahmad, M Bouneffa 25th International Conference on Enterprise Information Systems (ICEIS 2023 …, 2023 | 2 | 2023 |
| Version [2.0]-[AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data] M Garouani, M Bouneffa, A Ahmad, M Hamlich SoftwareX 23, 101444, 2023 | 1 | 2023 |
| Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System. M Choaib, M Garouani, M Bouneffa, N Waldhoff, A Ahmad, Y Mohanna ICEIS (1), 365-373, 2023 | 1 | 2023 |
| IoT-AID: An Automated Decision Support Framework for IoT M Choaib, M Garouani, M Bouneffa, N Waldhoff, Y Mohanna SN Computer Science 5 (4), 429, 2024 | | 2024 |
| Can we predict QPP? An approach based on multivariate outliers AG Chifu, S Dejean, M Garouani, J Mothe, D Ortiz, MZ Ullah European Conference on Information Retrieval, 458-467, 2024 | | 2024 |
| An experimental survey and Perspective View on Meta-Learning for Automated Algorithms Selection and Parametrization M Garouani, A Ahmad, M Bouneffa | | 2024 |
Mourad BouneffaULCOVerifierad e-postadress på univ-littoral.fr
