Alexandre Saidi
Maître de Conférences
Département Mathématique et Informatique
Ecole Centrale de Lyon
LIRIS-CNRS UMR 5205
34
Documents
Compétences
Intelligence Artificielle, Text Mining, Langages et Compilation, Optimisation Combinatoire, Logique et Programmation en Logique avecvdes contraintes, Analyse d'algorithmes et Complexité, ...
Publications
Publications
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Enhancing Structural Reliability Analysis with Machine Learning-Based Surrogate Models: Theoretical and Experimental Insights2025
Pré-publication, Document de travail
hal-05146445
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Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure2019
Pré-publication, Document de travail
hal-02351600
v1
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Optimal Transport for Deep Joint Transfer Learning2019
Pré-publication, Document de travail
hal-02075446
v1
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Utilizing a Machine Learning-Based Surrogate Model for Structural Reliability Analysis16e 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-05146468
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Reliability analysis of mechanical structure with surrogate modelFifth Conference on Structural Nonlinear Dynamics and Diagnosis CSNDD, May 2023, Marrackech, Morocco
Communication dans un congrès
hal-05146444
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Reliability analysis and prediction of uncertainty structure with machine learningbased surrogate mechanicsInternational E-Conference on Mechanics, Mechatronics, Materials and Civil engineering, Université Abdelmalek Essaadi, Sep 2022, Tetouan, Morocco
Communication dans un congrès
hal-05146452
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Machine learning based reliability analysis of uncertain structures under stochastic excitationThe 11th International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering, QR2MSE2021 and ICRSE2021, Aug 2021, Chengdu, Sichuan, China
Communication dans un congrès
hal-05146374
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Combining Importance Sampling with Machine Learning to Accelerate Structural Reliability AnalysisConference 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-05146779
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Machine learning to handle different kinds of uncertainties: an application in structural reliability analysis7th European Conference on Structural Control, Feb 2020, WARSAW, Poland
Communication dans un congrès
hal-05146381
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Rational truck driving and its correlated driving features in extra-urban areas2014 IEEE Intelligent Vehicles Symposium (IV), Jun 2014, Lyon, France. pp.1199-1204, ⟨10.1109/IVS.2014.6856440⟩
Communication dans un congrès
hal-02070141
v1
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Learning visual categories through a sparse representation classifier based cross-category knowledge transfer2014 IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.165-169, ⟨10.1109/ICIP.2014.7025032⟩
Communication dans un congrès
hal-02070162
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Learning-based driving events classification2013 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-02070155
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Multimodal Search for Graphic DesignersIVAPP'2011 : International Conference on Information Visualization Theory and Applications, 2011, Algarve, Portugal. pp.x-x
Communication dans un congrès
hal-00959141
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Classification multilingue et multimédia pour la recherche d'images dans le projet OMNIARISE'2010: second atelier Recherche d'Information SEmantique associé à la conférence (INFORSID), May 2010, Marseille, France
Communication dans un congrès
hal-01381599
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Using Grammatical Inference for Structure Induction in Practical Text Mining Process15th International Conference on Computing (CIC'06), Nov 2006, Mexico, Mexico. pp.92-104, ⟨10.1109/CIC.2006.71⟩
Communication dans un congrès
hal-01614154
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Using Linguistic Structures in Textual Information Extraction5th International Workshop on Multimedia and DataMining (MDM-KDD'2004) en conjonction with ACM SIGKDD, Aug 2004, Seattle, United States
Communication dans un congrès
hal-01596248
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Grammatical Induction and Text MiningCOnférence en Recherche d'Informations et Applications, CORIA'04, Mar 2004, Toulouse, France
Communication dans un congrès
hal-01596351
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Using Grammatical Inference2nd International Conference on Computer Science and its Applications, ICCSA-2004, May 2004, San Diego, United States. pp.68-78
Communication dans un congrès
hal-01596339
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A Constraint Satisfaction framework in Document RecognitionEuropean 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-01596242
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Analysis and conversion of documentsFourteenth International Conference on Pattern Recognition, 1998, Brisbane, France. pp.1089-1091, ⟨10.1109/ICPR.1998.711882⟩
Communication dans un congrès
hal-02070184
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Using CLP to Characterise Linguistic Lattice Boundaries in a Text Mining ProcessLNCS, pp.418-420, 2005, ⟨10.1007/11562931_37⟩
Chapitre d'ouvrage
istex
hal-02075439
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Algebraic view of grammatical inferenceAdvances in Pattern Recognition, pp.413-420, 1998, ⟨10.1007/BFb0033261⟩
Chapitre d'ouvrage
hal-02075551
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Grammatical formalism for document understanding system: From document towards HTML textAdvances in Document Image Analysis, pp.165-175, 1997, ⟨10.1007/3-540-63791-5_12⟩
Chapitre d'ouvrage
istex
hal-02075562
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Checking and debugging of two-level grammarsLNCS, 631, Springer-Verlag, pp.158-171, 1992, Lecture Notes in Computer Science, ⟨10.1007/3-540-55844-6_134⟩
Chapitre d'ouvrage
hal-02075444
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Grammatical Inference1998, ⟨10.1007/BFb0054058⟩
Ouvrages
hal-02076913
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