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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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
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Comparison of uncertainty quantification process using statistical and data mining algorithms

W. Chai , Alexandre Saidi , Abdelmalek Zine , C. Droz , W. You et al.

Structural and Multidisciplinary Optimization, 2020, 61 (2), pp.587-598. ⟨10.1007/s00158-019-02381-w⟩

Article dans une revue hal-02712320v1
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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 Zhong et 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
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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
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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
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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
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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
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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 Bellynck et al.

IVAPP'2011 : International Conference on Information Visualization Theory and Applications, 2011, Algarve, Portugal. pp.x-x

Communication dans un congrès hal-00959141v1
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Classification multilingue et multimédia pour la recherche d'images dans le projet OMNIA

David Rouquet , Achille Fallaise , Didier Schwab , Hervé Blanchon , Valérie Belinck et al.

RISE'2010: second atelier Recherche d'Information SEmantique associé à la conférence (INFORSID), May 2010, Marseille, France

Communication dans un congrès hal-01381599v1
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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

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 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

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