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authFullName_s : Mohamed Hamlich

Towards an automatic assistance framework for the selection and configuration of machine-learning-based data analytics solutions in industry 4.0

Moncef Garouani , Mohamed Hamlich , Adeel Ahmad , Mourad Mohamed Bouneffa , Grégory Bourguin , et al.
The Fifth International Conference on Big Data and Internet of Things (BDIoT'21), Mar 2021, Rabat, Morocco. pp.3-15
Conference papers hal-03159685v1

Scalable Meta-Bayesian Based Hyperparameters Optimization for Machine Learning

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich
4th International Conference on Smart Applications and Data analysis, SADASC 2022, Sep 2022, Marrakech (MA), Morocco. pp.173-186, ⟨10.1007/978-3-031-20490-6_14⟩
Conference papers hal-03975774v1

Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich , Gregory Bourguin , et al.
Journal of Big Data, 2022, 9 (57), pp.20. ⟨10.1186/s40537-022-00612-4⟩
Journal articles hal-03655423v1

Towards the Automation of Industrial Data Science: A Meta-learning based Approach

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Arnaud Lewandowski , Gregory Bourguin , et al.
23rd International Conference on Enterprise Information Systems, Apr 2021, Online Streaming, France. pp.709-716, ⟨10.5220/0010457107090716⟩
Conference papers hal-03484824v1

Towards Meta-Learning Based Data Analytics to Better Assist the Domain Experts in Industry 4.0

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich , Gregory Bourguin , et al.
Artificial Intelligence in Data and Big Data Processing, Dec 2022, Ho Chi Minh, Vietnam. pp.265-277, ⟨10.1007/978-3-030-97610-1_22⟩
Conference papers hal-03975794v1

Towards meta-learning based data analytics to better assist the domain experts in industry 4.0

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich , Grégory Bourguin , et al.
The 2021 International Conference on Artificial Intelligence and Big Data in Digital Era (ICABDE), Dec 2021, Ho Chi Minh City, Vietnam
Conference papers hal-03491690v1

Towards Big Industrial Data Mining Through Explainable Automated Machine Learning

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich , Gregory Bourguin , et al.
2021
Preprints, Working Papers, ... hal-03491694v1
Image document

Autoencoder-kNN meta-model based data characterization approach for an automated selection of AI algorithms

Moncef Garouani , Adeel Ahmad , Mourad Mohamed Bouneffa , Mohamed Hamlich
Journal of Big Data, 2023, 10 (1), pp.14. ⟨10.1186/s40537-023-00687-7⟩
Journal articles hal-03975536v1
Image document

AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich
SoftwareX, 2022, 17, pp.100919. ⟨10.1016/j.softx.2021.100919⟩
Journal articles hal-03484800v1

Towards big industrial data mining through explainable automated machine learning

Moncef Garouani , Adeel Ahmad , Mourad Bouneffa , Mohamed Hamlich , Gregory Bourguin , et al.
International Journal of Advanced Manufacturing Technology, 2022, ⟨10.1007/s00170-022-08761-9⟩
Journal articles hal-03564107v1