Publications HAL de Kenneth EZUKWOKE de la collection FAYOL-ENSMSE

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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https://hal-emse.ccsd.cnrs.fr/emse-04243857/file/Unsupervised%20approach%20for%20an%20optimal%20representation%20of%20the%20latent%20space%20of%20a%20failure%20analysis%20dataset.pdf BibTex
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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https://hal.science/hal-03837798/file/PAPER_JAIR.pdf BibTex
titre
GCVAE: Generalized-Controllable Variational AutoEncoder
auteur
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher
article
2022
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https://hal-emse.ccsd.cnrs.fr/emse-03712594/file/2206.04225.pdf BibTex

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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