Genane Youness

Genane Youness

Membre associé
Équipe : Méthodes statistiques de data-mining et apprentissage
Site web :

2026

Articles de revue

  1. Ndao, M. L.; Youness, G.; Niang, N. and Saporta, G. Explainable Remaining Useful Life Prediction Using Interpretable Divisive Feature Clustering. In Applied Stochastic Models in Business and Industry, 42 (2), 2026. doi  www 
  1. Joly, L.; Davies, M.; Youness, G. and Buisine, S. Influence of organizational culture on sustainable mobility behaviours in higher education. In International Journal of Sustainability in Higher Education, 27 (10): 195-215, 2026. doi  www 
  1. Youness, G. and Sy, El H. M. BootBoGs-TS: Bootstrap-Based Hyperparameter Optimization for LSTM Models in Remaining Useful Life Prediction. In International Journal of Computational Intelligence Systems: 26, 2026. doi  www 

Articles de conférence

  1. Ndao, M. L.; Niang, N.; Ouattara, M.; Saporta, G. and Youness, G. Clustering variables: current status and recent applications. In CISEM 2026, 5ème Colloque international statistique et économétrie,, Mahdia, Tunisia, 2026. www 
  1. Freitas, A. and Youness, G. Standardization of Quantitative Variables in ClustOfVar-Based Variable Clustering for Mixed Data. In 19th conference of the International Federation of Classification Societies, Milan, Italy, 2026. www 
  1. Ndao, M. L.; Youness, G.; Niang, N. and Saporta, G. Interpretable Feature Clustering for Dimensionality Reduction. An application to Explainable Remaining Useful Life Prediction. In 19th conference of the International Federation of Classification Societies, Milan, Italy, 2026. www 

2025

Articles de revue

  1. Ndao, M. L.; Youness, G.; Niang, N. and Saporta, G. Improving predictive maintenance: Evaluating the impact of preprocessing and model complexity on the effectiveness of eXplainable Artificial Intelligence methods. In Engineering Applications of Artificial Intelligence, 144: 110144, 2025. doi  www 

Articles de conférence

  1. Ndao, M. L.; Niang, N.; Youness, G. and Saporta, G. Enhancing Fuzzy Forests with Consensus Clustering for Unbiased and Robust Feature Selection. In JOCLAD 2025, pages 85-86, Porto, Portugal, 2025. www 
  1. Joly, L.; Davies, M.; Youness, G. and Buisine, S. Influence de la culture organisationnelle sur la mobilité durable des étudiant.e.s. In 9eme Colloque Interdisciplinaire de l'ARPEnv, Lyon, France, 2025. www 
  1. Ndao, M. L.; Youness, G.; Niang, N. and Saporta, G. Une approche divisive et interprétable de réduction de dimension pour la prédiction de la RUL. In JDS2025: 56ièmes Journées de Statistique de la SFDS, Marseille, France, 2025. www 
  1. Ndao, M. L.; Youness, G.; Niang, N. and Saporta, G. A Divisive Unsupervised Feature Selection Approach for~Explainable Remaining Useful Life Prediction. In Database and Expert Systems Applications. DEXA 2025. Lecture Notes in Computer Science, pages 270-286, Springer Nature Switzerland, Bangkok, Thailand, Lecture Notes in Computer Science 16047, 2025. doi  www 

Divers

  1. Joly, L.; Youness, G.; Davies, M. and Buisine, S. Culture organisationnelle et mobilité durable : une approche méthodologique en contexte universitaire. , Poster. www 

2024

Articles de revue

  1. El Murr, B.; Youness, G. and Assaf, R. Determinant Factors of Teaching Performance in COVID-19 Context. In Education Journal, 13 (1): 13 p., 2024. doi  www 

Articles de conférence

  1. Joly, L.; Davies, M.; Youness, G. and Buisine, S. The Impact of Organisational Culture on Transportation Behaviours: An Exploratory Analysis. In 19th European Conference on Innovation and Entrepreneurship, pages 987-989, Nanterre, France, 2024. doi  www 
  1. Ndao, M-L.; Youness, G.; Niang, N. and Saporta, G. Enhancing Explainability in Predictive Maintenance : Investigating the Impact of Data Preprocessing Techniques on XAI Effectiveness. In Florida Online Journals. Proceedings of FLAIRS, Florida, United States, Special Track: Explainable, Fair, and Trustworthy AI 37, 2024. doi  www 
  1. Ndao, L. M.; Youness, G.; Niang, N. and Saporta, G. Effet de la complexité du réseau LSTM sur léxplicabilité en Maintenance Prédictive. In JdS 2024: 55ièmes Journées de Statistique, Bordeaux, France, 2024. www 

2023

Articles de revue

  1. Youness, G. and Aalah, A. An Explainable Artificial Intelligence Approach for Remaining Useful Life Prediction. In Aerospace, 10 (5): 1-23, 2023. doi  www 

Articles de conférence

  1. Ndao, M-L.; Youness, G.; Niang, N. and Saporta, G. Une revue systématique de la littérature autour du biais, de l'équité et de léxplicabilité. In CNIA 2023 - Conférence Nationale en Intelligence Artificielle, pages 87-98, Strasbourg, France, 2023. www 
  1. Ndao, M-L.; Niang, N.; Youness, G. and Saporta, G. Consensus de partitions en NLP pour une revue systématique de la littérature autour de l'XAI du biais et de l'équité. In Rencontres de la Société Francophone de Classification, pages 43-48, Strasbourg, France, 2023. www 
  1. Youness, G.; Phan, Nu U. T. and Boulakia, B. C. BootBOGS: Hands-on optimizing Grid Search in hyperparameter tuning of MLP. In AICCSA 2023 : 20th ACS/IEEE International Conference on Computer Systems and Applications, Giza, Egypt, Track 4: Artificial Intelligence & Cognitive Systems , 2023. www 

2021

Articles de revue

  1. Nehme, N.; Moussa Haydar, C.; Al-Jarf, Z.; Abbass, F. A.; Moussa, N.; Youness, G. and Tarawneh, K. Assessment of the physicochemical and microbiological water quality of Al-Zahrani River Basin, Lebanon. In Jordan Journal of Earth and Environmental Sciences, 12 (3): 206-213, 2021. www 

Articles de conférence

  1. El Murr, B.; Youness, G.; Gharib, H. and Daher, M. Financial literacy and individual success: Lebanese framework modeling. In 10e Congrès international de l'AFEP 2021 : Ressources, Toulouse, France, 2021. www 

2019

Articles de revue

  1. Charif, F.; Hamdan, R.; Youness, G.; El Zein, A.; Issa, M.; Jassar, Y.; Younes, M. and Saab, M. Dual antiplatelet therapy up to the time of non-elective coronary artery bypass grafting with prophylactic platelet transfusion: is it safe?. In Journal of Cardiothoracic Surgery, 14: 202, 2019. doi  www 

2017

Articles de revue

  1. Diab, H.; Salameh, Z.; Hamadeh, G.; Younes, G. and Ayoub, F. Oral Health Status of Institutionalized Individuals with Intellectual Disabilities in Lebanon. In Journal of Oral and Maxillofacial Research, 8 (1), 2017. doi  www 

2014

Articles de conférence

  1. Youness, G. and Nassar, W. An empirical comparison between PLS, LASSO, Elasticnet and other models for highly correlated data. In PLS'14 Book of Abstracts, Paris, France, 2014. www 
  1. Youness, G. and Ramadan, A. Use of PLS path modeling to study customer satisfaction of two Lebanese mobile operators. In 8th International Conference on Partial Least Square and Related Methods, pages 179-180, Paris, France, 2014. www 

2010

Articles de revue

  1. Youness, G. and Saporta, G. Comparing partitions of two sets of units based on the same variables. In Advances in Data Analysis and Classification, 4 (1): 53-64, 2010. doi  www 

2009

Articles de conférence

  1. Youness, G. and Saporta, G. Comparing partitions of different units based on same questionnaire. In Symposium on Mathematical Sciences, Beyrouth, Lebanon, 2009. www 

2005

Articles de conférence

  1. Youness, G. and Saporta, G. New techniques to compare partitions of different units based on same surveys. In 3rd world Conf. on Computational Statistics Data Analysis, Limassol, Cyprus, 2005. www 

Rapports

  1. Youness, G. and Estephan, J. NATIONAL FOREST ASSESSMENT PROGRAM LEBANON DATA ANALYSIS REPORT BY GENANE YOUNESS BEYDOUN (FAO DATA ANALYSIS EXPERT). Technical Report, Food and Agriculture Organization of the United Nations (FAO) ; Ministère de l'agriculture Libanais, 2005.

2004

Articles de revue

  1. Youness, G. and Saporta, G. Some Measures of Agreement Between Close Partitions. In Student, 5: 1-12, 2004. www 
  1. Youness, G. and Saporta, G. Une Méthodologie pour la Comparaison de Partitions. In Revue de Statistique Appliquée, 52: 97-120, 2004. www 

Thèses et habilitations

  1. Youness, G. Contributions `a une méthodologie de comparaison de partitions. Ph.D. Thesis, Paris 6, 2004.

2003

Articles de conférence

  1. Youness, G. and Saporta, G. Sur des indices de comparaison de deux classifications. In SFC'03 10 èmes rencontres de la Société Francophone de Classification, pages 177-180, Neuchatel, Switzerland, 2003. www 

2002

Articles de conférence

  1. Saporta, G. and Youness, G. Comparing two partitions: Some Proposals and Experiments. In COMPSTAT Proceedings in Computational Statistics, pages 243-248, Physica-Verlag HD, Berlin, Germany, COMPSTAT Proceedings in Computational Statistics , 2002. doi  www 
  1. Youness, G. and Saporta, G. Indices de comparaison de partitions proches. In Première conférence sur la statistique et l'analyse de données, Beyrouth, Lebanon, 2002. www 

2001

Articles de conférence

  1. Saporta, G. and Youness, G. Concordance entre deux Partitions : quelques propositions et expériences. In SFC 2001: 8èmes rencontres de la Société Francophone de Classification, Pointe `a Pitre, France, 2001. www 
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