Publications de : Anis Hoayek

Youssef Salman, Anis Hoayek, Mireille Batton-Hubert. Detecting Mean Shifts in a Class of Time Series CHARN Models with Application to Financial Data. Journal of Scientific Research and Reports, 2025, 31 (10), pp.359-369. ⟨hal-05307276⟩
Anis Hoayek, Didier Rullière. Assessing clustering methods using Shannon's entropy. Information Sciences, 2025, 689, pp.121510. ⟨10.1016/j.ins.2024.121510⟩. ⟨hal-03812055v2⟩
Zhiqiang Wang, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher. Natural language processing (NLP) and association rules (AR)-based knowledge extraction for intelligent fault analysis: a case study in semiconductor industry. Journal of Intelligent Manufacturing, 2025, 36, pp.357-372. ⟨10.1007/s10845-023-02245-7⟩. ⟨emse-04278681⟩
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, et al.. Big GCVAE: decision-making with adaptive transformer model for failure root cause analysis in semiconductor industry. Journal of Intelligent Manufacturing, 2025, 36, pp.2423-2438. ⟨10.1007/s10845-024-02346-x⟩. ⟨emse-04530213v2⟩
Abbas Rammal, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert. Unsupervised approach for an optimal representation of the latent space of a failure analysis dataset. Journal of Supercomputing, 2024, ⟨10.1007/s11227-023-05634-0⟩. ⟨emse-04243857⟩
Anis Hoayek, Mahmoud Khalifeh, Hassan Hamie, Bassam El-Ghoul, Rania Zgheib. Prediction of geopolymer pumpability and setting time for well zonal isolation - Using machine learning and statistical based models. Heliyon, 2023, 9 (7), pp.e17925. ⟨10.1016/j.heliyon.2023.e17925⟩. ⟨hal-04390951⟩
Chady Jabbour, Anis Hoayek, Jean-Michel Salles. Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information. Land, 2023, 12 (1), pp.15. ⟨10.3390/land12010015⟩. ⟨hal-03945179⟩
Hassan Hamie, Anis Hoayek, Hans Auer. Modeling Post-Liberalized European Gas Market Concentration—A Game Theory Perspective. Forecasting, 2021, 3 (1), pp.1-16. ⟨10.3390/forecast3010001⟩. ⟨emse-03481751⟩
Chady Jabbour, Anis Hoayek, Pierre Maurel, Helene Rey-Valette, Jean-Michel Salles. How Much Would You Pay for a Satellite Image?: Lessons Learned From French Spatial-Data Infrastructure. IEEE geoscience and remote sensing magazine, 2020, 8 (4), pp.8-22. ⟨10.1109/MGRS.2019.2941751⟩. ⟨emse-03604641⟩
Anis Hoayek, Hassan Hamie, Hans Auer. Modeling the Price Stability and Predictability of Post Liberalized Gas Markets Using the Theory of Information. Energies, 2020, 13 (11), pp.3012. ⟨10.3390/en13113012⟩. ⟨emse-03604655⟩
Hassan Hamie, Anis Hoayek, Michel Kamel, Hans Auer. Northwestern European wholesale natural gas prices: comparison of several parametric and non-parametric forecasting methods. International Journal of Global Energy Issues, 2020, Special Issue on: Urban Energy Systems, 42 (3/4), pp.259-284. ⟨10.1504/IJGEI.2020.108951⟩. ⟨emse-03604756⟩
Hassan Hamie, Anis Hoayek, Hans Auer. Modeling the price dynamics of three different gas markets-records theory. Energy Strategy Reviews, 2018, 21, pp.121-129. ⟨10.1016/j.esr.2018.05.003⟩. ⟨emse-03604738⟩
Zaher Khraibani, Zainab Assaghir, Hussein Khraibani, Dimitris Poursanidis, Anis Hoayek, et al.. Application of the Records Method to Identify the Sporadicity of Percnon gibbesi Distribution in Greece. Journal of Scientific Research and Reports, 2014, 3 (15), pp.2028-2036. ⟨10.9734/JSRR/2014/8718⟩. ⟨emse-03604707⟩

Communications dans un congrès12 document

Jinane Jouni, Anis Hoayek, Gilles R. Ducharme, Aline Mefleh, Mireille Batton-Hubert. Statistical Inference and Model Selection for Models Adapted to Record Series. 14th Conference on Extreme Value Analysis, Probabilistic and Statistical Models and their Applications (EVA 2025), Jun 2025, Chapel Hill, United States. ⟨hal-05305930⟩
Rida Kheirallah, Anis Hoayek, Mireille Batton-Hubert, Patrick Burlat. Aggregated model for anomaly detection: a statistical learning approach. 56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France. ⟨hal-05117306⟩
Jinane Jouni, Anis Hoayek, Aline Mefleh, Mireille Batton-Hubert. Exploring Climate Change Through the Lens of Records Theory. 56eme journees de Statistique de la SFdS, Jun 2025, Marseille, France. ⟨hal-05035638⟩
Rida Kheirallah, Anis Hoayek, Mireille Batton-Hubert. Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application. 58th Conference on Manufacturing Systems - CMS 2025, Apr 2025, Enschede, Netherlands. ⟨emse-05049494⟩
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert. Coupling Variable Selection and Anomaly Detection: Record-Based Approach. 2025 5th IEEE Middle East and North Africa Communications Conference (MENACOMM), Feb 2025, Byblos, Lebanon. pp.1-6, ⟨10.1109/MENACOMM62946.2025.10911010⟩. ⟨hal-04345833v2⟩
Rida Kheirallah, Anis Hoayek, Frédéric Grimaud, Mireille Batton-Hubert, Patrick Burlat. Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application. 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⟩. ⟨emse-04709567⟩
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert. New Algorithm for Detecting Weak Changes in the Mean in a Class of CHARN Models with Application to Welding Electrical Signals. 10th International Conference on Time Series and Forecasting, Jul 2024, Grande Canarie, Spain. pp.42, ⟨10.3390/engproc2024068042⟩. ⟨emse-04699930⟩
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert. Anomaly Detection Based on System Log Data. ICLDQAD 2023 : International Conference on Linked Data Quality and Anomaly Detection, Apr 2023, Athenes, Greece. ⟨emse-04059771⟩
Michel Kamel, Anis Hoayek, Mireille Batton-Hubert. Anomaly Detection based on Alarms Data. 2022 AIMLNET International Conference, Oct 2022, Vienna, Austria. ⟨10.5121/csit.2022.121810⟩. ⟨emse-03945296⟩
Abbas Rammal, Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert. Unsupervised Variable Selection Using a Genetic Algorithm: An Application to Textual Data. International Conference on Smart Systems and Power Management (IC2SPM), 2022, Beyrouth, Lebanon. pp.11-19, ⟨10.1109/IC2SPM56638.2022.9989008⟩. ⟨emse-03923877⟩
Kenneth Ezukwoke, Houari Toubakh, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, et al.. Intelligent Fault Analysis Decision Flow in Semiconductor Industry 4.0 Using Natural Language Processing with Deep Clustering. IEEE 17th International Conference on Automation Science and Engineering (CASE), Aug 2021, Lyon, France. p 429-436. ⟨emse-03325358⟩
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet. β -Variational AutoEncoder and Gaussian Mixture Model for Fault Analysis Decision Flow in Semiconductor Industry 4.0. ENBIS 2021 Spring Meeting, May 2021, Online, France. ⟨emse-03524369⟩

Poster de conférence1 document

Youssef Salman, Anis Hoayek, Mireille Batton-Hubert. New Algorithm for Weak Changes Detection with Application to Financial Data. Sustainable Progress Through Innovation in Data Science, Health, Environment, and Social Systems, Jul 2025, On Line, France. ⟨hal-05263325⟩

Pré-publications, Documents de travail5 document

Youssef Salman, Anis Hoayek, Mireille Batton-Hubert. On detecting changes in the mean with application to financial data. 2025. ⟨hal-05135979⟩
Youssef Salman, Anis Hoayek, Mireille Batton-Hubert. New algorithm for weak changes detection with application to real data.. 2024. ⟨hal-04424352v2⟩
Rida Kheirallah, Anis Hoayek, Mireille Batton -Hubert, Patrick Burlat. Anomaly Detection in a Production Line: an Online/Offline Statistical Learning Approach. 2023. ⟨hal-04328405⟩
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, et al.. Leveraging Pre-trained Models for Failure Analysis Triplets Generation. 2022. ⟨hal-03837798⟩
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher. GCVAE: Generalized-Controllable Variational AutoEncoder. 2022. ⟨emse-03712594⟩

Thèses1 document

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

Habilitations à diriger des recherches1 document

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