Genane Youness

Genane Youness

Membre associé
Team: Méthodes statistiques de data-mining et apprentissage
Personal website:

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 

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. 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 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 
  1. Youness, G. and Nassar, W. An empirical comparison between PLS, LASSO, Elasticnet and other models for highly correlated data. In 8th International Conference on Partial Least Square and Related Methods, 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 

2004

Articles de revue

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

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 

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