2023
Journal articles
- titre
- Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry
- auteur
- Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
- article
- Journal of Intelligent Manufacturing, 2023, ⟨10.1007/s10845-023-02245-7⟩
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- titre
- Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset
- auteur
- Abbas Rammal, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert
- article
- Journal of Supercomputing, 2023, ⟨10.1007/s11227-023-05634-0⟩
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- titre
- Root cause prediction for failures in semiconductor industry, a genetic algorithm–machine learning approach
- auteur
- Abbas Rammal, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert
- article
- Scientific Reports, 2023, 13 (1), pp.4934. ⟨10.1038/s41598-023-30769-8⟩
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2022
Conference papers
- titre
- NLP based on GCVAE for intelligent Fault Analysis in Semiconductor industry
- auteur
- Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
- article
- 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), Sep 2022, Stuttgart, France. pp.1-8, ⟨10.1109/ETFA52439.2022.9921524⟩
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- titre
- Unsupervised Variable Selection Using a Genetic Algorithm: An Application to Textual Data
- auteur
- Abbas Rammal, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert
- article
- International Conference on Smart Systems and Power Management (IC2SPM), 2022, Beyrouth, Lebanon. pp.11-19, ⟨10.1109/IC2SPM56638.2022.9989008⟩
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Preprints, Working Papers, ...
- titre
- Leveraging Pre-trained Models for Failure Analysis Triplets Generation
- auteur
- Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jerome Adrian
- article
- 2022
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- titre
- GCVAE: Generalized-Controllable Variational AutoEncoder
- auteur
- Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
- article
- 2022
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2021
Conference papers
- titre
- Intelligent Fault Analysis Decision Flow in Semiconductor Industry 4.0 Using Natural Language Processing with Deep Clustering
- auteur
- Kenneth Ezukwoke, Houari Toubakh, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet
- article
- IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. p 429-436
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- titre
- β -Variational AutoEncoder and Gaussian Mixture Model for Fault Analysis Decision Flow in Semiconductor Industry 4.0
- auteur
- Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet
- article
- ENBIS 2021 Spring Meeting, May 2021, Online, France
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