Publications HAL de Anis HOAYEK de la collection FAYOL-ENSMSE

2026

Preprints, Working Papers, ...

titre
A Record-Based Block Method for Anomaly Detection in Nonlinear Time Series
auteur
Charbel Al Tannoury, Anis Hoayek, Youssef Salman, Hyam Abboud, Mireille Batton-Hubert
article
2026
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https://hal.science/hal-05490858/file/A%20Record-Based%20Block%20Method%20for%20Anomaly%20Detection%20in%20Nonlinear%20Time%20Series.pdf BibTex

2025

Journal articles

titre
Detecting Mean Shifts in a Class of Time Series CHARN Models with Application to Financial Data
auteur
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert
article
Journal of Scientific Research and Reports, 2025, 31 (10), pp.359-369
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titre
Assessing clustering methods using Shannon's entropy
auteur
Anis Hoayek, Didier Rullière
article
Information Sciences, 2025, 689, pp.121510. ⟨10.1016/j.ins.2024.121510⟩
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https://hal.science/hal-03812055/file/Assessing_clustering_methods_using_Shannon_s_entropy-2_2023.11.09.pdf BibTex
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, 2025, 36, pp.357-372. ⟨10.1007/s10845-023-02245-7⟩
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titre
Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry
auteur
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jérôme Adrian
article
Journal of Intelligent Manufacturing, 2025, 36, pp.2423-2438. ⟨10.1007/s10845-024-02346-x⟩
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https://hal-emse.ccsd.cnrs.fr/emse-04530213/file/Big_GCVAE%20accepted.pdf BibTex

Conference papers

titre
Statistical Inference and Model Selection for Models Adapted to Record Series
auteur
Jinane Jouni, Anis Hoayek, Gilles R. Ducharme, Aline Mefleh, Mireille Batton-Hubert
article
14th Conference on Extreme Value Analysis, Probabilistic and Statistical Models and their Applications (EVA 2025), Jun 2025, Chapel Hill, United States
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titre
Aggregated model for anomaly detection: a statistical learning approach
auteur
Rida Kheirallah, Anis Hoayek, Mireille Batton-Hubert, Patrick Burlat
article
56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France
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titre
Exploring Climate Change Through the Lens of Records Theory
auteur
Jinane Jouni, Anis Hoayek, Aline Mefleh, Mireille Batton-Hubert
article
56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France
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https://hal.science/hal-05035638/file/SFDS%20Paper.pdf BibTex
titre
Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application
auteur
Rida Kheirallah, Anis Hoayek, Mireille Batton-Hubert
article
58th Conference on Manufacturing Systems - CMS 2025, Apr 2025, Enschede, Netherlands
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titre
Coupling Variable Selection and Anomaly Detection: Record-Based Approach
auteur
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert
article
2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM), Feb 2025, Byblos, Lebanon. pp.1-6, ⟨10.1109/MENACOMM62946.2025.10911010⟩
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https://hal.science/hal-04345833/file/Coupling_Variable_Selection_and_Anomaly_Detection_Record-Based_Approach.pdf BibTex

Poster communications

titre
New Algorithm for Weak Changes Detection with Application to Financial Data
auteur
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert
article
Sustainable Progress Through Innovation in Data Science, Health, Environment, and Social Systems, Jul 2025, On Line, France
Accès au texte intégral et bibtex
https://hal.science/hal-05263325/file/New%20algorithm%20for%20weak%20changes%20detection%20with%20application%20to%20financial%20data.pdf BibTex

Preprints, Working Papers, ...

titre
On detecting changes in the mean with application to financial data
auteur
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert
article
2025
Accès au texte intégral et bibtex
https://hal.science/hal-05135979/file/On%20detecting%20changes%20in%20the%20mean%20with%20application%20to%20financial%20data.pdf BibTex

2024

Journal articles

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, 2024, ⟨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

Conference papers

titre
Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application
auteur
Rida Kheirallah, Anis Hoayek, Frédéric Grimaud, Mireille Batton-Hubert, Patrick Burlat
article
43th IFIP International Conference on Advances in Production Management Systems (APMS), Sep 2024, Chemnitz, Germany. pp.341-354, ⟨10.1007/978-3-031-71637-9_23⟩
Accès au texte intégral et bibtex
https://hal-emse.ccsd.cnrs.fr/emse-04709567/file/560960_1_En_23_Chapter_OnlinePDF.pdf BibTex
titre
New Algorithm for Detecting Weak Changes in the Mean in a Class of CHARN Models with Application to Welding Electrical Signals
auteur
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert
article
10th International Conference on Time Series and Forecasting, Jul 2024, Grande Canarie, Spain. pp.42, ⟨10.3390/engproc2024068042⟩
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https://hal-emse.ccsd.cnrs.fr/emse-04699930/file/engproc-68-00042.pdf BibTex

2023

Journal articles

titre
Prediction of geopolymer pumpability and setting time for well zonal isolation - Using machine learning and statistical based models
auteur
Anis Hoayek, Mahmoud Khalifeh, Hassan Hamie, Bassam El-Ghoul, Rania Zgheib
article
Heliyon, 2023, 9 (7), pp.e17925. ⟨10.1016/j.heliyon.2023.e17925⟩
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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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titre
Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information
auteur
Chady Jabbour, Anis Hoayek, Jean-Michel Salles
article
Land, 2023, 12 (1), pp.15. ⟨10.3390/land12010015⟩
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https://hal.science/hal-03945179/file/land-12-00015-with-cover.pdf BibTex

Conference papers

titre
Anomaly Detection Based on System Log Data
auteur
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert
article
ICLDQAD 2023 : International Conference on Linked Data Quality and Anomaly Detection, Apr 2023, Athenes, Greece
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2022

Journal articles

titre
Application of non-parametric statistical methods to predict pumpability of geopolymers for well cementing
auteur
Hassan Hamie, Anis Hoayek, Bassam El-Ghoul, Mahmoud Khalifeh
article
Journal of Petroleum Science and Engineering, 2022, 212, pp.110333. ⟨10.1016/j.petrol.2022.110333⟩
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Conference papers

titre
Anomaly Detection based on Alarms Data
auteur
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert
article
2022 AIMLNET International Conference, Oct 2022, Vienna, Austria. ⟨10.5121/csit.2022.121810⟩
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https://hal-emse.ccsd.cnrs.fr/emse-03945296/file/csit121810.pdf BibTex
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
Accès au texte intégral et bibtex
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
Accès au texte intégral et bibtex
https://hal-emse.ccsd.cnrs.fr/emse-03712594/file/2206.04225.pdf BibTex

2021

Journal articles

titre
Examining satellite images market stability using the Records theory: Evidence from French spatial data infrastructures
auteur
Chady Jabbour, Anis Hoayek, Pierre Maurel, Zaher Khraibani, Latifa Ghalayini
article
Journal of Spatial Information Science, 2021, 22, pp.61-82. ⟨10.5311/josis.2021.22.711⟩
Accès au texte intégral et bibtex
https://hal.inrae.fr/hal-03474633/file/Jabbour_2021.pdf BibTex
titre
Modeling Post-Liberalized European Gas Market Concentration—A Game Theory Perspective
auteur
Hassan Hamie, Anis Hoayek, Hans Auer
article
Forecasting, 2021, 3 (1), pp.1-16. ⟨10.3390/forecast3010001⟩
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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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