Alexandre Saidi Maître de ConférencesDépartement Mathématique et InformatiqueEcole Centrale de LyonLIRIS-CNRS UMR 5205

Publications

Pré-publication, Document de travail (3)

Enhancing Structural Reliability Analysis with Machine Learning-Based Surrogate Models: Theoretical and Experimental Insights Alexandre Saidi,Lun Shao,Abdelmalek Zine,Mohamed Ichchou 2025 Pré-publication, Document de travail hal-05146445v1
Optimal Transport for Deep Joint Transfer Learning Ying Lu,Liming Chen,Alexandre Saidi 2019 Pré-publication, Document de travail hal-02075446v1
Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure Ying Lu,Liming Chen,Alexandre Saidi,Xianfeng Gu 2019 Pré-publication, Document de travail hal-02351600v1

Article dans une revue (9)

A Unified Surrogate Framework for Data-Driven Reliability Analysis of Mechanical Systems from Low to Multi-DOF Lun Shao,Alexandre Saidi,Abdel-Malek Zine,Mohamed Ichchou Vibration, 2025, 8 (1), pp.7. ⟨10.3390/vibration8010007⟩ Article dans une revue hal-05146376v1
Comparison of uncertainty quantification process using statistical and data mining algorithms W. Chai,Alexandre Saidi,Abdelmalek Zine,C. Droz,W. Youet al. Structural and Multidisciplinary Optimization, 2020, 61 (2), pp.587-598. ⟨10.1007/s00158-019-02381-w⟩ Article dans une revue hal-02712320v1
Mechanical Reliability Assessment by Ensemble Learning Weizhen You,Alexandre Saidi,Abdel-Malek Zine,Mohamed Ichchou Vehicles, 2020, 2 (1), pp.126-141. ⟨10.3390/vehicles2010007⟩ Article dans une revue hal-02712239v1
Brenier Approach for Optimal Transportation Between a Quasi-discrete Measure and a Discrete Measure Ying Lu,Liming Chen,Alexandre Saidi,Xianfeng Gu LNCS Series, Spinger, 2019, Communications in Computer and Information Science, 842, pp.204-212. ⟨10.1007/978-3-030-19816-9_16⟩ Article dans une revue hal-05145171v1
Discriminative Transfer Learning Using Similarities and Dissimilarities Ying Lu,Liming Chen,Alexandre Saidi,Emmanuel Dellandréa,Yunhong Wang IEEE Transactions on Neural Networks and Learning Systems, 2018, pp.1-14. ⟨10.1109/TNNLS.2017.2705760⟩ Article dans une revue hal-02351587v1
Reliability modeling and prediction of passive controlled structures through Random Forest Weizhen. You,Alexandre Saidi,Mohamed Ichchou,Abdelmalek Zine,Xiaopin Zhonget al. MATEC Web of Conferences, 2018, 241, pp.01023. ⟨10.1051/matecconf/201824101023⟩ Article dans une revue hal-02070194v1
Learning-Based Driving Events Recognition and Its Application to Digital Roads Claire d'Agostino,Alexandre Saidi,Gilles Scouarnec IEEE Transactions on Intelligent Transportation Systems, 2015, 16 (4), pp.2155-2166. ⟨10.1109/TITS.2015.2399415⟩ Article dans une revue hal-02351656v1
Reliability assessment of complex mechatronic systems using a modified nonparametric belief propagation algorithm Xiaopin Zhong,Mohamed Ichchou,Alexandre Saidi Reliability Engineering and System Safety, 2010, 95 (11), pp.1174-1185. ⟨10.1016/j.ress.2010.05.004⟩ Article dans une revue hal-02075618v1
A dynamic-reliable multiple model adaptive controller for active vehicle suspension under uncertainties X Zhong,Mohamed Ichchou,F. Gillot,Alexandre Saidi Smart Materials and Structures, 2010, 19 (4), pp.045007. ⟨10.1088/0964-1726/19/4/045007⟩ Article dans une revue istex hal-02075649v1

Communication dans un congrès (17)

Utilizing a Machine Learning-Based Surrogate Model for Structural Reliability Analysis Alexandre Saidi,Lun Shao,Abdelmalek Zine,Mohamed Ichchou 16e édition du Congrès de Mécanique, Université Cadi Ayyad; actes publiés par springer; https://www.smsm.org.ma/cmm2024/, May 2024, Marrackech, Morocco Communication dans un congrès hal-05146468v1
Reliability analysis of mechanical structure with surrogate model Alexandre Saidi,Lun Shao,Abdelmalek Zine,Mohamed Ichchou Fifth Conference on Structural Nonlinear Dynamics and Diagnosis CSNDD, May 2023, Marrackech, Morocco Communication dans un congrès hal-05146444v1
Reliability analysis and prediction of uncertainty structure with machine learningbased surrogate mechanics Alexandre Saidi,Lun Shao,Abdelmalek Zine,Mohamed Ichchou International E-Conference on Mechanics, Mechatronics, Materials and Civil engineering, Université Abdelmalek Essaadi, Sep 2022, Tetouan, Morocco Communication dans un congrès hal-05146452v1
Machine learning based reliability analysis of uncertain structures under stochastic excitation Alexandre Saidi,Weizhen You,Abdelmalek Zine,Mohamed Ichchou The 11th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE2021 and ICRSE2021, Aug 2021, Chengdu, Sichuan, China Communication dans un congrès hal-05146374v1
Combining Importance Sampling with Machine Learning to Accelerate Structural Reliability Analysis Alexandre Saidi,Weizhen Hou,Abdelmalek Zine,Mohamed Ichchou Conference MEDYNA 2020 : 3rd Euro-Mediterranean Conference on Structural Dynamics and Vibroacoustics, Italy, AIDAA, Italian Association of Aeronautics and Astronautics (www.aidaa.it), Feb 2020, Naple, Italy Communication dans un congrès hal-05146779v1
Machine learning to handle different kinds of uncertainties: an application in structural reliability analysis Alexandre Saidi,Weizhen You,Abdelmalek Zine,Mohamed Ichchou 7th European Conference on Structural Control, Feb 2020, WARSAW, Poland Communication dans un congrès hal-05146381v1
Learning visual categories through a sparse representation classifier based cross-category knowledge transfer Ying Lu,Liming Chen,Alexandre Saidi,Zhaoxiang Zhang,Yunhong Wang 2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.165-169, ⟨10.1109/ICIP.2014.7025032⟩ Communication dans un congrès hal-02070162v1
Rational truck driving and its correlated driving features in extra-urban areas Claire d'Agostino,Alexandre Saidi,Gilles Scouarnec,Liming Chen 2014 IEEE Intelligent Vehicles Symposium (IV), Jun 2014, Lyon, France. pp.1199-1204, ⟨10.1109/IVS.2014.6856440⟩ Communication dans un congrès hal-02070141v1
Learning-based driving events classification Claire d'Agostino,Alexandre Saidi,Gilles Scouarnec,Liming Chen 2013 16th International IEEE Conference on Intelligent Transportation Systems - (ITSC 2013), Oct 2013, The Hague, France. pp.1778-1783, ⟨10.1109/ITSC.2013.6728486⟩ Communication dans un congrès hal-02070155v1
Multimodal Search for Graphic Designers Sandra Skaff,David Rouquet,Emmanuel Dellandrea,Achille Falaise,Valérie Bellyncket al. IVAPP'2011 : International Conference on Information Visualization Theory and Applications, 2011, Algarve, Portugal. pp.x-x Communication dans un congrès hal-00959141v1
Classification multilingue et multimédia pour la recherche d'images dans le projet OMNIA David Rouquet,Achille Fallaise,Didier Schwab,Hervé Blanchon,Valérie Belincket al. RISE'2010: second atelier Recherche d'Information SEmantique associé à la conférence (INFORSID), May 2010, Marseille, France Communication dans un congrès hal-01381599v1
Using Grammatical Inference for Structure Induction in Practical Text Mining Process Alexandre Saidi 15th International Conference on Computing (CIC'06), Nov 2006, Mexico, Mexico. pp.92-104, ⟨10.1109/CIC.2006.71⟩ Communication dans un congrès hal-01614154v1
Using Linguistic Structures in Textual Information Extraction Alexandre Saidi 5th International Workshop on Multimedia and DataMining (MDM-KDD'2004) en conjonction with ACM SIGKDD, Aug 2004, Seattle, United States Communication dans un congrès hal-01596248v1
Grammatical Induction and Text Mining Alexandre Saidi COnférence en Recherche d'Informations et Applications, CORIA'04, Mar 2004, Toulouse, France Communication dans un congrès hal-01596351v1
Using Grammatical Inference Alexandre Saidi 2nd International Conference on Computer Science and its Applications, ICCSA-2004, May 2004, San Diego, United States. pp.68-78 Communication dans un congrès hal-01596339v1
A Constraint Satisfaction framework in Document Recognition Alexandre Saidi European Conf on Machine Learning and Principales and Pratctice of Knowledge Discovery, ECML-PKDD'03, Sep 2003, Cavtat-Dubrovnik, Croatia. pp.31-44 Communication dans un congrès hal-01596242v1
Analysis and conversion of documents S. Tayeb-Bey,H. Emptoz,Alexandre Saidi Fourteenth International Conference on Pattern Recognition, 1998, Brisbane, France. pp.1089-1091, ⟨10.1109/ICPR.1998.711882⟩ Communication dans un congrès hal-02070184v1

Chapitre d'ouvrage (4)

Using CLP to Characterise Linguistic Lattice Boundaries in a Text Mining Process Alexandre Saidi LNCS, pp.418-420, 2005, ⟨10.1007/11562931_37⟩ Chapitre d'ouvrage istex hal-02075439v1
Algebraic view of grammatical inference Alexandre Saidi,Alexander Saidi,Souad Tayeb-Bey Advances in Pattern Recognition, pp.413-420, 1998, ⟨10.1007/BFb0033261⟩ Chapitre d'ouvrage hal-02075551v1
Grammatical formalism for document understanding system: From document towards HTML text Alexandre Saidi,S. Tayeb-Bey,S. Saidi Advances in Document Image Analysis, pp.165-175, 1997, ⟨10.1007/3-540-63791-5_12⟩ Chapitre d'ouvrage istex hal-02075562v1
Checking and debugging of two-level grammars Alexandre Saidi,Jean-François Boulicaut LNCS, 631, Springer-Verlag, pp.158-171, 1992, Lecture Notes in Computer Science, ⟨10.1007/3-540-55844-6_134⟩ Chapitre d'ouvrage hal-02075444v1

Ouvrages (1)

Grammatical Inference Alexandre Saidi 1998, ⟨10.1007/BFb0054058⟩ Ouvrages hal-02076913v1