| Accueil |
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| Projets struct. |
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| Vie du laboratoire |
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Marc LE GOC
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Membre de l'équipe COSI |
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| Fonction : |
Professeur associé à temps partiel (PAST) |
| UFR : |
Université Aix-Marseille (U3) |
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| Tél. : |
04 91 05 60 66 |
| E-mail : |
marc legoc lsisorg |
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| Adresse : |
LSIS - UMR CNRS 6168
Domaine Universitaire de Saint-Jérôme
Avenue Escadrille Normandie-Niemen
13397 MARSEILLE CEDEX 20 |
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PUBLICATIONS
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[1] M. Le Goc, N. Benayadi, “Discovering Expert’s Knowledge From Sequences of Discrete Event Class Occurrences”, in: Proceedings of the 10th International Conference on Enterprise Information Systems (ICEIS’08), Barcelona, Spain, June 12-16 2008.[bib] |
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[2] P. Bouché, M. Le Goc, J. Coinu, “A Global Model of a Sequence of Discrete Event Class Occurrences”, in: Proceedings of the 10th International Conference on Enterprise Information Systems (ICEIS’08), Barcelona, Spain, June 12-16 2008.[bib] |
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[3] N. Benayadi, M. Le Goc, “Une J-mesure orientée pour élaguer des modèles de chroniques”, in: Actes des 8èmes journées francophones Extraction et Gestion des Connaissances (EGC08), pp. 221-222, Sophia Antipolis, 29 janvier - 1er février 2008.[bib] |
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[4] É. Masse, M. Le Goc, “Towards a Modeling Approach of Dynamic Systems for a Multi Model Based Diagnosis”, in: 18th International Workshop on Principles of Diagnosis, pp. 320-329, 2007.[bib] |
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[5] M. Le Goc, É. Masse, “Towards a Multimodeling Approach of Dynamic Systems for Diagnosis”, in: Proceedings of the 2nd International Conference on Software and Data Technologies (ICSoft’07), Barcelona, Spain, 22-25 july 2007.[bib] |
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[6] É. Masse, C. Curt, M. Le Goc, “Développement d'une méthode pour la maîtrise de la sécurité des barrages”, in: Actes des 25ièmes Rencontres Universitaires de Génie Civil, Association Universitaire de Génie Civil, pp. 8, mai 2007.[bib] |
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[7] N. Benayadi, M. Le Goc, “Using An Oriented J-Measure to Prune Chronicle Models”, in: 18th International Workshop on Principles of Diagnosis (DX-07), Gautam Biswas , Xenofon Koutsoukos, Sherif Abdelwahed, vol. 1, pp. 154-161, Nashville, TN, USA, May 2007.[bib] |
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[8] M. Le Goc, N. Benayadi, P. Bouché, “Modeling a Manufacturing Process from Timed Data with a Stochastic Approach”, in: Proceedings of the 14th Artificial Intelligence, Simulation and Planning in High Autonomy Systems (AIS‘07) and 3rd Conceptual Modeling and Simulation (CMS‘07), part of the 1st International Modeling and Simulation Multiconference 2007 (IMSM‘07), F. Barros, C. Frydman, N. Giambiasi and B. Zeigler, pp. 119-124, February 8-10 2007.[bib] |
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[9] N. Benayadi, M. Le Goc, P. Bouché, “Découverte de chroniques à partir de séquences d'événements pour la supervision de processus dynamiques”, in: Revue des nouvelles technologies de l'Information - Extraction et Gestion des connaissances (EGC'07), Cépadues éditions, RNTI-E-9, vol. 1, pp. 295-306, Janvier 2007.[bib] |
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[10] C. Zanni, M. Le Goc, C. Frydman, “A Conceptual Framework for the Analysis, Classification and Choice of Knowledge-Based Diagnosis Systems”, in: KES - International Journal of Knowlegde-Based & Intelligent Engineering Systems, vol. 10, n° 2, pp. 113-138, 2006. ISSN 1327-2314.[bib] |
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[11] C. Zanni, C. Frydman, M. Le Goc, “Conceptual Equivalence at Knowledge Level for Diagnosis Applications”, in: International Journal of Knowledge-Based and Intelligent Engineering Systems, KES Journal, IOS Press Eds., Netherlands, vol. 10, n° 3, pp. 225-246, 2006. ISSN 1327-2314.[bib] |
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[12] N. Benayadi, M. Le Goc, P. Bouché, “Discovering Manufacturing Process from Timed Data: the BJT4R Algorithm”, in: 2nd international workshop on Mining Complex Data (MCD'06) of the 2006 IEEE International Conference on Data Mining (ICDM'06), Hong Kong, December 18-22 2006.[bib] |
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[13] N. Benayadi, M. Le Goc, “Application de l’approche stochastique à un processus de fabrication –Algorithme BJT4R”, in: MAJECSTIC 2006, Quatrième édition de la MAnifestation des JEunes Chercheurs STIC, Lorient, France, 22-24 novembre 2006.[bib] |
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[14] M. Le Goc, HDR : “Notion d'observation pour le diagnostic des processus dynamiques : Application à Sachem et à la découverte de connaissances temporelles”, Université d'Aix-Marseille III, novembre 2006.[bib][pdf] |
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[15] P. Bouché, M. Le Goc, N. Giambiasi, “Building a Functionnal Model from a Sequence of Alarms: the Example of APACHE”, in: IFAC Workshop MMM’2006 on Automation in Mining, Mineral and Metal Industry, Cracow, Poland, 20-22 septembre 2006.[bib] |
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[16] N. Benayadi, M. Le Goc, P. Bouché, “Towards an Entropic Approach for the Analysis of Chronicle Models”, in: 17th International Workshop on Principles of Diagnosis, DX-06, Peñaranda de Duero, Burgos, Spain, 26-28 juin 2006.[bib] |
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[17] M. Le Goc, P. Bouché, N. Giambiasi, “DEVS, a formalism to operationnalize chronicle models in the ELP Laboratory”, in: DEVS’06, DEVS Integrative M&S Symposium, Part of the 2006 Spring Simulation Multiconference (SpringSim'06), pp. 143-150, Van Braun Convention, Huntsville, Alabama, USA, April 2-6 2006.[bib] |
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[18] M. Le Goc, P. Bouché, N. Giambiasi, “Temporal Abstraction of Timed Alarm Sequences for Diagnosis”, in: COGIS'06, COGnitive systems with Interactive Sensors, Paris, France, 15-17 March 2006.[bib] |
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[19] N. Benayadi, M. Le Goc, P. Bouché, “Approche entropique pour l’analyse de modèle de chroniques”, in: Revue des Nouvelles Technologies de l'information - Extraction et Gestion des Connaissances (EGC'2006), vol. 2, pp. 511-516, janvier 2006. iSSN:1764-1667, CEPADUES Edition, EGC 2006, 6èmes Journées d'Extraction et de Gestion des Connaissances, Lille, France.[bib] |
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[20] P. Bouché, M. Le Goc, N. Giambiasi, “Temporal abstraction of Timed Alarm Sequences”, in: CMS 2005, Conceptual Modeling and Simulation Conference, part of the International Mediterranean Modeling Multiconference, Marseille, France, 20-22 October 2005.[bib] |
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[21] C. Zanni, C. Frydman, M. Le Goc, “COPE: A Canonical Representation of Diagnosis Systems at Knowledge Level”, in: ASAI 2005, 7th Argentine Symposium on Artificial Intelligence, Rosario, Argentina, 29-31 August 2005.[bib] |
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[22] P. Bouché, M. Le Goc, N. Giambiasi, “Modeling Discrete Event Sequences for Discovering Diagnosis Signatures”, in: Summer Computer Simulation Conference, SCSC'05, Philadelphia, PA, USA, 24-28 juillet 2005.[bib] |
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[23] M. Le Goc, P. Bouché, N. Giambiasi, “Stochastic Modeling of continuous Time Discrete Event Sequence for Diagnosis”, in: 16th International Workshop on Principles of Diagnosis, DX-05, Pacific Grove, California, USA, 1-3 juin 2005.[bib] |
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[24] C. Zanni, C. Frydman, M. Le Goc, “On the Need of a Conceptual Framework for Defining Diagnosis Problems and Solutions”, in: 16th International Workshop on Principles of Diagnosis, DX-05, Pacific Grove, California, USA, 1-3 juin 2005.[bib] |
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[25] P. Bouché, M. Le Goc, “Analyse stochastique de séquences d'événements discrets pour la découverte de signatures”, in: Revue des Nouvelles Technologies de l'Information - Extraction et gestion des connaissances, vol. 1, pp. 103-114, janvier 2005. iSSN:1764-1667, CEPADUES Edition, EGC 2005, 5èmes Journées d'Extraction et de Gestion des Connaissances, Paris, France.[bib] |
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[26] M. Le Goc, M. Gaéta, “Modeling Structures in Generic Space, a Condition for Adaptiveness of Monitoring Cognitive Agent”, in: Journal of Intelligent and Robotic Systems - Theory and Applications, Kluwer Academic Publishers, vol. 41, n° 2-3, pp. 113-140, January 2005.[bib] |
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[27] C. Zanni, M. Le Goc, C. Frydman, “A Three Dimensional Framework for Comparing Knowledge-Based Diagnosis Applications”, in: MONET Workshop on Model Based Systems at ECAI 2004, European Conference on Artificial Intelligence, Valence, Espagne, 2004.[bib] |
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[28] P. Bouché, M. Le Goc, “Discovering operational signatures with time constraints from a discrete event sequence”, in: HIS'04, 4th International Conference on Hybrid Intelligent Systems, Kitakyushu, Japan, 6-8 décembre 2004.[bib] |
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[29] M. Le Goc, “SACHEM, a real Time Intelligent Diagnosis System based on the Discrete Event Paradigm”, in: Simulation, The Society for Modeling and Simulation International Ed., vol. 80, n° 11, pp. 591-617, Novembre 2004.[bib] |
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[30] P. Bouché, M. Le Goc, “Analyse Markovienne de séquences d'événements discrets pour la recherche de signature”, in: MAJECSTIC'04, MAnifestation des JEunes Chercheurs STIC, Calais, France, 13-15 octobre 2004.[bib] |
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[31] M. Le Goc, P. Bouché, “Towards a Discrete Event Formalization of Sachem's Perception Based Monitoring”, in: MMM'04, 11th IFAC Symposium on Automation in Mining, Mineral and Metal Processing, Nancy, France, 8-10 septembre 2004.[bib] |
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[32] C. Zanni, M. Le Goc, C. Frydman, “A Systemic Characterization of Knowledge-Based Diagnosis Applications”, in: ASAI 2004, VI Argentine Symposium on Artificial Intelligence, Cordoba, Argentina, Septembre 2004.[bib] |
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[33] M. Le Goc, C. Frydman, “The Discrete Event Concept as a Paradigm for the "Perception Based Diagnosis" of Sachem”, in: Journal of Intelligent & Robotic Systems, Theory and Applications, vol. 4, n° 2, pp. 207-232, juin 2004. Kluwer Academic Publishers.[bib] |
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[34] C. Zanni, M. Le Goc, C. Frydman, “Diagnosis problem in SACHEM”, in: CIMCA'03, Vienna, Austria, février 2003.[bib] |
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[35] P. Bouché, M. Le Goc, “Représentation markovienne de séquences pour la construction de signatures.”, in: Journées des Doctorants du LSIS (JDL6), pp. 43-50, Marseille, France, décembre 2002.[bib] |
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[36] C. Zanni, M. Le Goc, C. Frydman, “Towards a Unique Framework to Describe and Compare Diagnosis Approaches”, in: HIS 2002, Santiago de Chile - Chile, décembre 2002.[bib] |
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[37] C. Zanni, C. Frydman, M. Le Goc, “Another Category in Intelligent Monitoring and Diagnosis for Industrial Systems”, in: ICAI'2002, Las Vegas, USA, juin 2002.[bib] |
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[38] M. Le Goc, M. Gaéta, C.C. Thirion, “Adaptiveness of Agent through Structural Modelling in Generic Spaces: The Example of Sachem”, in: AIS'2002, Artificial Intelligence, Simulation and Planning in High Autonomy Systems, Lisbonne, Portugal, avril 2002.[bib] |
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[39] M. Le Goc, C. Frydman, L. Torres, “Verification and validation of the SACHEM conceptual model”, in: International Journal of Human Computer Studies, vol. 56, n° 2, pp. 199-223, Academic Press,, février 2002.[bib] |
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[40] C. Frydman, L. Torres, M. Le Goc, N. Giambiasi, “Timed Discrete Event Modeling For Knowledge Based Diaognosis : Application to the SACHEM System”, in: CIMCA'2001, International Conference on Computational Intelligence for Modeling, Control and Automation, Las Vegas, USA, 2001.[bib] |
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[41] M. Le Goc, C. Frydman, L. Torres, N. Giambiasi, “Using a DEVS Simulator for the Recognition of Chronicles : an example with the ELP Language”, in: ESS'2001, 13th European Simulation Symposium), Marseille, France, octobre 2001.[bib] |
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[42] C. Frydman, M. Le Goc, N. Giambiasi, L. Torres, “Knowledge-Based diagnosis in SACHEM using DEVS models”, in: Special Issue of Transactions of SCS on Recent Advances in DEVS Methodology, vol. 18, n° 3, pp. 148-159, septembre 2001.[bib] |
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[43] C. Frydman, M. Le Goc, L. Torres, N. Giambiasi, “The Diagnosis Approach Used in SACHEM”, in: DX'2001, 12th International Workshop on Principles of Diagnosis, pp. 63-70, Sansicario, Italy, mars 2001.[bib] |
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[44] M. Le Goc, C.-C. Thirion, N. Dolenc, M. Barles, F.-M. Lesaffre, Brevet : “Procédé de Pilotage d'un processus dynamique complexe”, in: Brevet européen N°00401870.1-2206, Arcelor, décembre 2000.[bib] |
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[45] M. Le Goc, C. Frydman, L. Torres, N. Giambiasi, “Knowledge Based Discrete Event Models for Computer Aided Diagnosis”, in: SCI'2000, 4th World Multiconference on Systemics, Cybernetics and Informatics, Orlando, USA, juillet 2000.[bib] |
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[46] C. Frydman, L. Torres, M. Le Goc, “Vérification et validation du modèle d'expertise du système Sachem”, in: Conférence francophone sur l'Ingénierie des Connaissances 2000, pp. 229-236, Toulouse, mai 2000.[bib] |
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[47] Y. Renucci, C. Frydman, L. Torres, N. Giambiasi, M. Le Goc, “Extended Event Graphs for Acquiring and Modelling Control Requirements”, in: 12th Knowledge Acquisition for Knowledge Based Systems Workshop, Banff, Alberta, 1999.[bib] |
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[48] M. Le Goc, “Ontological models as shared model to validate a knowledge-based systems”, in: KAW'99, 12th Workshop on Knowledge Acquisition, Modeling and Management, Banff, Alberta, Canada, octobre 1999.[bib] |
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[49] M. Le Goc, C.C. Thirion, “Using both numerical and symbolic models to create economic value: The Sachem system example”, in: 27th McMaster Symposium on Iron and Steelmaking, Hamilton, Ontario, mai 1999.[bib] |
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[50] M. Le Goc, C. Touzet, C.C. Thirion, “The Sachem Experience on ANN Application”, in: Neurap'98, Fourth International Conference on Neural Networks and their Applications, pp. 315-321, Marseille, mai 1998. Conférenciers invités.[bib] |
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[51] M. Le Goc, C.C. Thirion, “The Sachem Experience on ANN Application”, in: ECSC Workshop 98, Application of Artificial Neural Network Systems in the Steel Industry, Bruxelles, Belgique, janvier 1998.[bib] |
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