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).

Identifiants chercheurs

IdHAL :

anis-hoayek

ORCID :

0000-0002-6499-6447

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.

Publications

Pré-publication, Document de travail (7)

Record-Driven Blockwise Anomaly Detection in Weakly Dependent Time Series Charbel Al Tannoury,Anis Hoayek 2026 Pré-publication, Document de travail hal-05559487v1
A Record-Based Block Method for Anomaly Detection in Nonlinear Time Series Charbel Al Tannoury,Anis Hoayek,Youssef Salman,Hyam Abboud,Mireille Batton-Hubert 2026 Pré-publication, Document de travail hal-05490858v1
On detecting changes in the mean with application to financial data Youssef Salman,Anis Hoayek,Mireille Batton-Hubert 2025 Pré-publication, Document de travail hal-05135979v1
New algorithm for weak changes detection with application to real data. Youssef Salman,Anis Hoayek,Mireille Batton-Hubert 2024 Pré-publication, Document de travail hal-04424352v2
Anomaly Detection in a Production Line: an Online/Offline Statistical Learning Approach Rida Kheirallah,Anis Hoayek,Mireille Batton -Hubert,Patrick Burlat 2023 Pré-publication, Document de travail hal-04328405v1
GCVAE: Generalized-Controllable Variational AutoEncoder Kenneth Ezukwoke,Anis Hoayek,Mireille Batton-Hubert,Xavier Boucher 2022 Pré-publication, Document de travail emse-03712594v1
Leveraging Pre-trained Models for Failure Analysis Triplets Generation Kenneth Ezukwoke,Anis Hoayek,Mireille Batton-Hubert,Xavier Boucher,Pascal Gounetet al. 2022 Pré-publication, Document de travail (preprint/prepublication) hal-03837798v1

Poster de conférence (1)

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-05263325v1

Article dans une revue (13)

Assessing clustering methods using Shannon's entropy Anis Hoayek,Didier Rullière Information Sciences, 2025, 689, pp.121510. ⟨10.1016/j.ins.2024.121510⟩ Article dans une revue hal-03812055v2
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-05307276v1
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, 2025, 36, pp.357-372. ⟨10.1007/s10845-023-02245-7⟩ Article dans une revue emse-04278681v1
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 Gounetet al. Journal of Intelligent Manufacturing, 2025, 36, pp.2423-2438. ⟨10.1007/s10845-024-02346-x⟩ Article dans une revue emse-04530213v2
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-04243857v1
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-04390951v1
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-03945179v1
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-03481751v1
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-03604641v1
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-03604655v1
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-03604756v1
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-03604738v1
Application of the Records Method to Identify the Sporadicity of Percnon gibbesi Distribution in Greece Zaher Khraibani,Zainab Assaghir,Hussein Khraibani,Dimitris Poursanidis,Anis Hoayeket al. Journal of Scientific Research and Reports, 2014, 3 (15), pp.2028-2036. ⟨10.9734/JSRR/2014/8718⟩ Article dans une revue emse-03604707v1

Communication dans un congrès (12)

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-05049494v1
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-05117306v1
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-05305930v1
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-05035638v1
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-04345833v2
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-04699930v1
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-04709567v1
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-04059771v1
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-03945296v1
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-03923877v1
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-03524369v1
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 Boucheret al. IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. p 429-436 Communication dans un congrès emse-03325358v1

HDR (1)

Exploration et Convergence : une approche combinant la théorie de records et la détection des anomalies Anis Hoayek Sciences de l'ingénieur [physics]. Mines Saint-Etienne, 2024 HDR tel-04879867v1

Thèse (1)

Estimation des paramètres pour des modèles adaptés aux séries de records Anis Hoayek Mathématiques générales [math.GM]. Université Montpellier, 2016. Français. ⟨NNT : 2016MONTT336⟩ Thèse tel-01816935v1