Moncef Garouani

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 13

Top Topics

Machine Learning

Top Venues

Publications

Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md. Zia Ullah
Can We Predict QPP? An Approach Based on Multivariate Outliers. ECIR (3) (2024)
Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Nicolas Waldhoff, Yasser Mohanna
IoT-AID: An Automated Decision Support Framework for IoT. SN Comput. Sci. 5 (4) (2024)
Adrian-Gabriel Chifu, Sébastien Déjean, Moncef Garouani, Josiane Mothe, Diégo Ortiz, Md. Zia Ullah
Can we predict QPP? An approach based on multivariate outliers. CoRR (2024)
Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Nicolas Waldhoff, Adeel Ahmad, Yasser Mohanna
Automated Decision Support Framework for IoT: Towards a Cyber Physical Recommendation System. ICEIS (1) (2023)
Moncef Garouani, Mourad Bouneffa
Unlocking the Black Box: Towards Interactive Explainable Automated Machine Learning. IDEAL (2023)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa
Explaining Meta-Features Importance in Meta-Learning Through Shapley Values. ICEIS (1) (2023)
Moncef Garouani, Mourad Bouneffa, Adeel Ahmad, Mohamed Hamlich
Version [2.0]- [AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data]. SoftwareX 23 (2023)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms. J. Big Data 10 (1) (2023)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Grégory Bourguin, Arnaud Lewandowski
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data. J. Big Data 9 (1) (2022)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich
AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data. SoftwareX 17 (2022)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich
Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning. SADASC (2022)
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Arnaud Lewandowski, Grégory Bourguin, Mohamed Hamlich
Towards the Automation of Industrial Data Science: A Meta-learning based Approach. ICEIS (1) (2021)
Moncef Garouani, Mohamed Hamlich, Adeel Ahmad, Mourad Bouneffa, Grégory Bourguin, Arnaud Lewandowski
Toward an Automatic Assistance Framework for the Selection and Configuration of Machine Learning Based Data Analytics Solutions in Industry 4.0. BDIoT (2021)