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
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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
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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 articles
hal-03655423v1
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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
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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.
Conference papers
hal-03975794v1
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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
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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
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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 articles
hal-03975536v1
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AMLBID: An auto-explained Automated Machine Learning tool for Big Industrial Data
Moncef Garouani
,
Adeel Ahmad
,
Mourad Bouneffa
,
Mohamed Hamlich
Journal articles
hal-03484800v1
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Towards big industrial data mining through explainable automated machine learning
Moncef Garouani
,
Adeel Ahmad
,
Mourad Bouneffa
,
Mohamed Hamlich
,
Gregory Bourguin
,
et al.
Journal articles
hal-03564107v1
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