Towards big industrial data mining through explainable automated machine learning
Garouani, Moncef, Ahmad, Adeel, Bouneffa, Mourad, Hamlich, Mohamed, Bourguin, Gregory, Lewandowski, Arnaud
Published in International journal of advanced manufacturing technology (01.05.2022)
Published in International journal of advanced manufacturing technology (01.05.2022)
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Journal Article
AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
Garouani, Moncef, Ahmad, Adeel, Bouneffa, Mourad, Hamlich, Mohamed
Published in SoftwareX (01.01.2022)
Published in SoftwareX (01.01.2022)
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Journal Article
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data
Garouani, Moncef, Ahmad, Adeel, Bouneffa, Mourad, Hamlich, Mohamed, Bourguin, Gregory, Lewandowski, Arnaud
Published in Journal of big data (29.04.2022)
Published in Journal of big data (29.04.2022)
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Journal Article
A sight on defect detection methods for imbalanced industrial data
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Journal Article
Conference Proceeding
Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms
Garouani, Moncef, Ahmad, Adeel, Bouneffa, Mourad, Hamlich, Mohamed
Published in Journal of big data (03.02.2023)
Published in Journal of big data (03.02.2023)
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Journal Article
Improvised multi-robot cooperation strategy for hunting a dynamic target
Hamed, Oussama, Hamlich, Mohamed
Published in EAI endorsed transactions on internet of things (08.02.2021)
Published in EAI endorsed transactions on internet of things (08.02.2021)
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Journal Article
Version [2.0]- [AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data]
Garouani, Moncef, Bouneffa, Mourad, Ahmad, Adeel, Hamlich, Mohamed
Published in SoftwareX (01.07.2023)
Published in SoftwareX (01.07.2023)
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Journal Article
Short-term load forecasting using machine learning and periodicity decomposition
El khantach, Abdelkarim, Hamlich, Mohamed, eddine Belbounaguia, Nour
Published in AIMS energy (01.01.2019)
Published in AIMS energy (01.01.2019)
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Journal Article
Machine Learning based Intrusion Detection for Cyber-Security in IoT Networks
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Journal Article
Conference Proceeding
Real time monitoring of water Quality using IoT and Deep learning
Senhaji, Saloua, Hamlich, Mohamed, Ouazzani Jamil, Mohammed
Published in E3S Web of Conferences (2021)
Published in E3S Web of Conferences (2021)
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Journal Article
Conference Proceeding
Special Issue on Smart Applications and Data Analysis for Smart Cyber–Physical Systems
Hamlich, Mohamed, Bellatreche, Ladjel, Mondal, Anirban, Ordonez, Carlos
Published in Journal of systems architecture (01.12.2021)
Published in Journal of systems architecture (01.12.2021)
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Journal Article
Toward predicting entrepreneurial activity among Moroccan Entrepreneurs: A machine learning approach
Boutaky, Ghizlane, Youb, Ibtissam, Dokou Kokou, Gerard, Mialed, Karima, Vernier, Eric, Hamlich, Mohamed, Ventura, Sebastián, Boutaky, Soukaina
Published in Industry & higher education (26.07.2024)
Published in Industry & higher education (26.07.2024)
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Journal Article