AH

Anis HOAYEK

Maitre de conférence (HDR) à MINES Saint-Étienne, au sein du département de génie mathématique et industriel affilié au Laboratoire d'informatique, de modélisation et d'optimisation des systèmes (LIMOS).
61%
Libre accès
33
Documents
Affiliations actuelles
  • École des Mines de Saint-Étienne (Mines Saint-Étienne MSE)
  • Institut Henri Fayol (FAYOL-ENSMSE)
  • Département Génie mathématique et industriel (FAYOL-ENSMSE)
  • Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes (LIMOS)
Identifiants chercheurs
Contact

Présentation

My research interests focus on stochastic behavior analysis for rare, unreliable, and extreme data models, particularly in the context of record series. I aim to develop decision-support tools and optimal action detection based on information theory. Additionally, I explore the application of artificial intelligence, statistical learning, and time series analysis to develop methods for dimensionality reduction, variable selection, and analyzing large-scale, complex data sources. My work also includes creating goodness-of-fit tests to discriminate between statistical models, developing anomaly detection algorithms for diverse data types, and applying record theory to improve the robustness of existing anomaly detection methods through dimensionality reduction. I am particularly interested in parametric inference methods for stochastic processes that extend beyond classical statistical assumptions, as well as applying these techniques to study the stability of economic markets, the power of information structures, epidemiological risk, telecommunications quality, production chain reliability and failure analysis.

Domaines de recherche

Analyse de données, Statistiques et Probabilités [physics.data-an]

Publications

8
7
5
4
3
3
1
1
1
21
5
5
4
4
4
4
4
3
2
2
2
2
2
2
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
2
2
1
1
1
1
1
1
1
1
1
2
24
21
20
18
5
3
2
1

Publications

Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application

Rida Kheirallah , Anis Hoayek , Mireille Batton-Hubert
58th Conference on Manufacturing Systems - CMS 2025, Apr 2025, Enschede, Netherlands
Communication dans un congrès emse-05049494 v1

Statistical Inference and Model Selection for Models Adapted to Record Series

Jinane Jouni , Anis Hoayek , Gilles R. Ducharme , Aline Mefleh , Mireille Batton-Hubert
14th Conference on Extreme Value Analysis, Probabilistic and Statistical Models and their Applications (EVA 2025), Jun 2025, Chapel Hill, United States
Communication dans un congrès hal-05305930 v1

Aggregated model for anomaly detection: a statistical learning approach

Rida Kheirallah , Anis Hoayek , Mireille Batton-Hubert , Patrick Burlat
56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France
Communication dans un congrès hal-05117306 v1
Image document

Coupling Variable Selection and Anomaly Detection: Record-Based Approach

Michel Kamel , Anis Hoayek , Mireille Batton-Hubert
2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM), Feb 2025, Byblos, Lebanon. pp.1-6, ⟨10.1109/MENACOMM62946.2025.10911010⟩
Communication dans un congrès hal-04345833 v2
Image document

Exploring Climate Change Through the Lens of Records Theory

Jinane Jouni , Anis Hoayek , Aline Mefleh , Mireille Batton-Hubert
56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France
Communication dans un congrès hal-05035638 v1
Image document

New Algorithm for Detecting Weak Changes in the Mean in a Class of CHARN Models with Application to Welding Electrical Signals

Youssef Salman , Anis Hoayek , Mireille Batton-Hubert
10th International Conference on Time Series and Forecasting, Jul 2024, Grande Canarie, Spain. pp.42, ⟨10.3390/engproc2024068042⟩
Communication dans un congrès emse-04699930 v1
Image document

Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application

Rida Kheirallah , Anis Hoayek , Frédéric Grimaud , Mireille Batton-Hubert , Patrick Burlat
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⟩
Communication dans un congrès emse-04709567 v1

Anomaly Detection Based on System Log Data

Michel Kamel , Anis Hoayek , Mireille Batton-Hubert
ICLDQAD 2023 : International Conference on Linked Data Quality and Anomaly Detection, Apr 2023, Athenes, Greece
Communication dans un congrès emse-04059771 v1
Image document

Anomaly Detection based on Alarms Data

Michel Kamel , Anis Hoayek , Mireille Batton-Hubert
2022 AIMLNET International Conference, Oct 2022, Vienna, Austria. ⟨10.5121/csit.2022.121810⟩
Communication dans un congrès emse-03945296 v1

Unsupervised Variable Selection Using a Genetic Algorithm: An Application to Textual Data

Abbas Rammal , Kenneth Ezukwoke , Anis Hoayek , Mireille Batton-Hubert
International Conference on Smart Systems and Power Management (IC2SPM), 2022, Beyrouth, Lebanon. pp.11-19, ⟨10.1109/IC2SPM56638.2022.9989008⟩
Communication dans un congrès emse-03923877 v1

β -Variational AutoEncoder and Gaussian Mixture Model for Fault Analysis Decision Flow in Semiconductor Industry 4.0

Kenneth Ezukwoke , Anis Hoayek , Mireille Batton-Hubert , Xavier Boucher , Pascal Gounet
ENBIS 2021 Spring Meeting, May 2021, Online, France
Communication dans un congrès emse-03524369 v1

Intelligent Fault Analysis Decision Flow in Semiconductor Industry 4.0 Using Natural Language Processing with Deep Clustering

Kenneth Ezukwoke , Houari Toubakh , Anis Hoayek , Mireille Batton-Hubert , Xavier Boucher et al.
IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. p 429-436
Communication dans un congrès emse-03325358 v1
Image document

New Algorithm for Weak Changes Detection with Application to Financial Data

Youssef Salman , Anis Hoayek , Mireille Batton-Hubert
Sustainable Progress Through Innovation in Data Science, Health, Environment, and Social Systems, Jul 2025, On Line, France
Poster de conférence hal-05263325 v1

Detecting Mean Shifts in a Class of Time Series CHARN Models with Application to Financial Data

Youssef Salman , Anis Hoayek , Mireille Batton-Hubert
Journal of Scientific Research and Reports, 2025, 31 (10), pp.359-369
Article dans une revue hal-05307276 v1
Image document

Assessing clustering methods using Shannon's entropy

Anis Hoayek , Didier Rullière
Information Sciences, 2024, 689, pp.121510. ⟨10.1016/j.ins.2024.121510⟩
Article dans une revue hal-03812055 v2
Image document

Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry

Kenneth Ezukwoke , Anis Hoayek , Mireille Batton-Hubert , Xavier Boucher , Pascal Gounet et al.
Journal of Intelligent Manufacturing, 2024, ⟨10.1007/s10845-024-02346-x⟩
Article dans une revue emse-04530213 v2
Image document

Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset

Abbas Rammal , Kenneth Ezukwoke , Anis Hoayek , Mireille Batton-Hubert
Journal of Supercomputing, 2024, ⟨10.1007/s11227-023-05634-0⟩
Article dans une revue emse-04243857 v1

Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry

Zhiqiang Wang , Kenneth Ezukwoke , Anis Hoayek , Mireille Batton-Hubert , Xavier Boucher
Journal of Intelligent Manufacturing, 2023, ⟨10.1007/s10845-023-02245-7⟩
Article dans une revue emse-04278681 v1
Image document

Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information

Chady Jabbour , Anis Hoayek , Jean-Michel Salles
Land, 2023, 12 (1), pp.15. ⟨10.3390/land12010015⟩
Article dans une revue hal-03945179 v1

Prediction of geopolymer pumpability and setting time for well zonal isolation - Using machine learning and statistical based models

Anis Hoayek , Mahmoud Khalifeh , Hassan Hamie , Bassam El-Ghoul , Rania Zgheib
Heliyon, 2023, 9 (7), pp.e17925. ⟨10.1016/j.heliyon.2023.e17925⟩
Article dans une revue hal-04390951 v1

Modeling Post-Liberalized European Gas Market Concentration—A Game Theory Perspective

Hassan Hamie , Anis Hoayek , Hans Auer
Forecasting, 2021, 3 (1), pp.1-16. ⟨10.3390/forecast3010001⟩
Article dans une revue emse-03481751 v1

How Much Would You Pay for a Satellite Image?: Lessons Learned From French Spatial-Data Infrastructure

Chady Jabbour , Anis Hoayek , Pierre Maurel , Helene Rey-Valette , Jean-Michel Salles
IEEE geoscience and remote sensing magazine, 2020, 8 (4), pp.8-22. ⟨10.1109/MGRS.2019.2941751⟩
Article dans une revue emse-03604641 v1
Image document

Modeling the Price Stability and Predictability of Post Liberalized Gas Markets Using the Theory of Information

Anis Hoayek , Hassan Hamie , Hans Auer
Energies, 2020, 13 (11), pp.3012. ⟨10.3390/en13113012⟩
Article dans une revue emse-03604655 v1

Northwestern European wholesale natural gas prices: comparison of several parametric and non-parametric forecasting methods

Hassan Hamie , Anis Hoayek , Michel Kamel , Hans Auer
International Journal of Global Energy Issues, 2020, Special Issue on: Urban Energy Systems, 42 (3/4), pp.259-284. ⟨10.1504/IJGEI.2020.108951⟩
Article dans une revue emse-03604756 v1

Modeling the price dynamics of three different gas markets-records theory

Hassan Hamie , Anis Hoayek , Hans Auer
Energy Strategy Reviews, 2018, 21, pp.121-129. ⟨10.1016/j.esr.2018.05.003⟩
Article dans une revue emse-03604738 v1

Application of the Records Method to Identify the Sporadicity of Percnon gibbesi Distribution in Greece

Zaher Khraibani , Zainab Assaghir , Hussein Khraibani , Dimitris Poursanidis , Anis Hoayek et al.
Journal of Scientific Research and Reports, 2014, 3 (15), pp.2028-2036. ⟨10.9734/JSRR/2014/8718⟩
Article dans une revue emse-03604707 v1