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Jacky Montmain
43
Documents
Identifiants chercheurs
- jacky-montmain
- IdRef : 097727776
- 0000-0003-0918-5788
- Google Scholar : https://scholar.google.fr/citations?user=dKwDLPcAAAAJ&hl=fr
Présentation
IMT Mines Alès
6 avenue de Clavières
30100 ALES
Email: jacky.montmain@mines-ales.fr
### CURRENT POSITION
Professor at the IMT Mines Alès Engineering School
EuroMOv Digital health in Motion, Deputy director
Centre d'enseignement et de recherche en Informatique et Systèmes director
### AREAS of EXPERTISE
Artificial Intelligence, Decision-Making Support System, Knowledge representation, Multicriteria analysis, Multi Attributes Optimization, Uncertainty Theories, Approximate Reasoning, Fuzzy Logic
Diagnosis and Supervision, Performance Improvement and Optimization, Man/Machine Interaction
### EDUCATIONAL BACKGROUND
**2000** Habilitation à Diriger des Recherches from the Grenoble National Polytechnic Institute (Authority to Supervise Research
Diploma) (specialty: Artificial Intelligence and Control)
**1992** Ph.D. degree from the Grenoble National Polytechnic Institute - (specialty: Control and Signal Processing)
**1987** Master’s degree from the Ecole Nationale Supérieure d’Ingénieurs Electriciens de Grenoble (specialty: Control)
###
### PROFESSIONAL BACKGROUND
### Since january 2021
### Deputy director of the joint research unit EuroMov Digital in Motion
- Our scientific manifesto is: Cross-fertilize artificial intelligence, movement and clinical sciences to uncover health-oriented behavioural and digital plasticity. We focus on "Digital Health in Motion", to computationally understand the aetiology of healthy and unhealthy human movement and its determinants, as a source of inspiration for cognitive automation
### From 2005 to 2021
### Professor at IMT Mines Alès Engineering School - Laboratory Génie Informatique et d’Ingénierie de la Production (LGI2P)
- Director of the laboratory LGI2P from 2017 to 2021
- Leader of the Knowledge representation and Image analysis for Decision Research Team (KID): 16 teachers-researchers, 1 engineer and 15 PhD students from 2008 to 2020
- KID team developed information processing tools and methods to facilitate human decision making, to make it safer and more efficient. The goal was to transform data into semantic entities that support human decisions, i.e. actionable knowledge. Three themes were distinguished Knowledge discovery and representation (from character strings to concepts); Image analysis (from pixels to informative primitives); Decision-making (decision-making support and operational research). The KID team therefore contributed to the scientific uniting project of the laboratory: Cognitive Automation
- Setting up the LGI2P application forms for the Evaluation Agency for Research and Higher Education (AERES) in 2009, 2013 and 2020
- Leader of the Research Project MATRICS (Multicriteria Analysis Technics for Risk Investigation in Complex Systems) until 2008
- PhD supervisor (17 and 4 underway at the present time)
- Current research topics: machine learning, hierarchical classification, word embedding, natural language processing, multicriteria decision-making, group decision, approximate reasoning (ontology based inference and fuzzy representations), fuzzy integrals
- Contributor or coordinator of research projects in the field of data-processing, clustering and classification techniques, preferences modeling, knowledge representation, and natural language processing...
### From 1999 to 2005 :
### Research Engineer at the French Atomic Energy Commission (CEA), loaned to IMT Mines Alès in a mixed research unit on Complex Systems
CEA Senior Expert in the filed "Mathematics and Computer Science – Process control and Signal Processing" – topic "Decision in uncertain environment”.
- Leader of the Research Team Knowledge and Complexity (11 teachers-researchers and 8 PhD students) until 2004 and later, Leader of the Research Project MATRICS at the LGI2P laboratory
- PhD supervisor (5)
- Habilitation à Diriger des Recherches (HDR) from the Grenoble National Polytechnic Institute (Authority to Supervise Research Diploma) - specialty: Artificial Intelligence and Control – HDR Topic "Process Control and Artificial Intelligence Representations for Industrial Supervision" (2000)
- Founding member of the research group IMALAIA (french GdR Control research network) – Field of research: a comparative analysis of the model based diagnosis approach from the Artificial Intelligence and Automatic Control perspective
### From 1991 to 1999 :
### Research Engineer at the French Atomic Energy Commission (CEA) at the Marcoule Site (South of France)
- PhD supervisor (4)
- Coordinator of the SUP-R2 Project since 1995 (80 man-month project) on behalf of the La Hague nuclear reprocessing plant: on-line diagnosis and supervision in nuclear industrial context
### From 1988 to 1991 :
### PhD student at the French Atomic Energy Commission (CEA) - Specialty Process control and Signal Processing from the National Polytechnic Institute
- PhD thesis topic: Causal reasoning and qualitative modeling for the on-line diagnosis of continuous industrial processes
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Méta-analyse basée sur la théorie des possibilitésLFA 2023 - 32e rencontres francophones sur la logique floue et ses applications, Nov 2023, Bourges, France
Communication dans un congrès
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On the notion of influence in sensory analysisIPMU 2022 - Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jul 2022, Milan, Italy. ⟨10.1007/978-3-031-08974-9_15⟩
Communication dans un congrès
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Notion d’influence dans l’analyse sensorielleLFA’2021 - 30èmes Rencontres Francophones sur la Logique Floue et ses Applications, Oct 2021, Paris, France
Communication dans un congrès
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Introducing the difficulty of implementing alternatives in the multiple criteria decision problemsFUZZ 2020 - IEEE International Conference on Fuzzy Systems, Jul 2020, Glasgow, United Kingdom. ⟨10.1109/FUZZ48607.2020.9177721⟩
Communication dans un congrès
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Manipulating Focal Sets on the Unit Simplex : Application to Plastic SortingIEEE International Conference on Fuzzy Systems (FUZZ 2020), Jul 2020, Glasgow, United Kingdom. pp.1-7, ⟨10.1109/FUZZ48607.2020.9177539⟩
Communication dans un congrès
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Formalisation possibiliste du dilemme volonté /capacité à faireLFA 2019 - 28ème Rencontres Francophones sur la Logique Floue et ses Applications, Nov 2019, Alès, France
Communication dans un congrès
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The worth index based on the credibility indexEuropean Working Group Multiple Creteria Decision Analysis, Apr 2019, Trento, Italy
Communication dans un congrès
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Orienting product performance improvement: application to mechatronics20th International Conference on Research and Education in Mechatronics (REM), May 2019, Wels, Austria. ⟨10.1109/REM.2019.8744137⟩
Communication dans un congrès
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Evidential classification of incomplete data via imprecise relabelling : Application to plastic sortingSUM 2019 - The 13th international conference on Scalable Uncertainty Management, Dec 2019, Compiègne, France. ⟨10.1007/978-3-030-35514-2_10⟩
Communication dans un congrès
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A debate model for cooperative agents to achieve common objectivesThe 11th Conference of the European Society for Fuzzy Logic and Technology, Sep 2019, Prague, Czech Republic
Communication dans un congrès
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Preference learning within non-additive aggregation MCDA methodsEWG-MCDA 90 - 90th Meeting of the European Working Group on Multiple Criteria Decision Aiding, Sep 2019, Brest, France
Communication dans un congrès
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A possibility theory based-approach of decision making in preliminary design9e colloque IMT - Systèmes de production du futur : Quelle ingénierie et quel pilotage pour quelles transformations ? [Session Chaîne numérique et Ingénierie Produit/Process], Oct 2018, Paris, France
Communication dans un congrès
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Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Jun 2018, Cadix, Spain. ⟨10.1007/978-3-319-91473-2_26⟩
Communication dans un congrès
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Une approche possibiliste pour identifier les performances à améliorer dans le contexte incertain de la phase préliminaire de la conception26 èmes Rencontres francophones sur la Logique Floue et ses applications LFA 2017, Oct 2017, Amiens, France
Communication dans un congrès
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Une approche possibiliste pour identifier les performances à améliorer dans le contexte incertain de la phase préliminaire de la conceptionLFA 2017, Oct 2017, Amiens, France
Communication dans un congrès
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A Possibilistic Approach to Set Achievable and Feasible Goals while Designing Complex Systems20th World Congress of the International Federation of Automatic Control, Apr 2017, Toulouse, France. pp.14218 - 14223, ⟨10.1016/j.ifacol.2017.08.2094⟩
Communication dans un congrès
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A Possibilistic Framework for Identifying the Performance to be Improved in the Imprecise Context of Preliminary Design StageCIVEMSA 2017, Jun 2017, Annecy, France. ⟨10.1109/CIVEMSA.2017.7995301⟩
Communication dans un congrès
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A text-mining and possibility theory based model using public reports to highlight the sustainable development strategy of a cityCIVEMSA 2017, Jun 2017, Annecy, France. ⟨10.1109/CIVEMSA.2017.7995298⟩
Communication dans un congrès
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A qualitative evaluation of mechatronic concepts2016 11th France-Japan & 9th Europe-Asia Congress on Mechatronics (MECATRONICS) /17th Internationall Conference on Research and Education in Mechatronics (REM), Jun 2016, Compiègne, France. ⟨10.1109/MECATRONICS.2016.7547139⟩
Communication dans un congrès
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Extraction automatique d’ ́évaluations multicritère pour l’identification d’objectifs prioritaires et réalistes dans le domaine du tourisme.25èmes Rencontre francophone sur la Logique Floue et ses applications (LFA) 2016, Nov 2016, La Rochelle, France
Communication dans un congrès
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A qualitative approach to set achievable goals during the design phase of complex systemsIPMU, Jun 2016, Eindhoven, Netherlands. ⟨10.1007/978-3-319-40581-0_34⟩
Communication dans un congrès
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Utilisation des fonctions de croyance pour l’estimation du contenu informationnel des concepts d’une ontologieRencontre francophone sur la Logique Floue et ses applications LFA, 2015, Poitiers, France
Communication dans un congrès
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On the consideration of a bring-to-mind model for computing the information content of concepts defined into ontologies2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. ⟨10.1109/FUZZ-IEEE.2015.7337964⟩
Communication dans un congrès
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Entre volonté et capacité : comment définir des objectifs atteignables24ème Conférence sur la Logique Floue et ses Applications (LFA 2015), Nov 2015, Poitiers, France
Communication dans un congrès
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A highly automated recommender system based on a possibilistic interpretation of a sentiment analysis15th International Conference on Information processing and Management of uncertainty in Knowledge-Based Systems, IPMU 2014, 2014, Montpellier, France. ⟨10.1007/978-3-319-08795-5_55⟩
Communication dans un congrès
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Un modèle dynamique pour la simulation de l'issue d'un débatLFA 2010, Apr 2013, Lannion, France. pp.8
Communication dans un congrès
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Interprétation possibiliste d’une analyse de sentiments multicritère pour un système de recommandation sur le web22 èmes Rencontres francophones sur la Logique Floue et ses applications (LFA) 2013, Oct 2013, Reims, France
Communication dans un congrès
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Mise en œuvre de l'écologie industrielle et territoriale par une aide multicritère à la décision de groupeColeit 2011, Oct 2012, Troys, France. pp.9
Communication dans un congrès
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Improving performances in a company when collective strategy comes up against individual interestsEuropean Society for Fuzzy Logic and Technology (Eusflat), 2011, France. pp.1
Communication dans un congrès
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Amélioration de la performance : entre stratégie collective et intérêts individuelsROADEF 2011, Mar 2011, Saint etienne, France. pp.2
Communication dans un congrès
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A dynamical model for simulating a debate outcome3rd International Conference on Agents and Artificial Intelligence, ICAART 2011, 2011, Rome, Italy. pp.31-40, ⟨10.5220/0003126400310040⟩
Communication dans un congrès
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Multi-criteria improvement of optionsEuropean Society for Fuzzy Logic and Technology, 2011, Annecy, France. pp.1
Communication dans un congrès
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Modèle d'influence pour le pilotage d'une décision de groupeRencontres Francophones sur la Logique Floue et ses Applications - LFA 2009, Nov 2009, Annecy, France
Communication dans un congrès
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Managerial and implementation aspects in the design of an industrial performance improvement project: Conflicts and complementarities2èmes Journées d'étude du management des technologies organisationnelles, 2009, France. pp.1
Communication dans un congrès
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Modèle d'influence pour le pilotage d'une décision de groupeLogique floue et ses applications, Nov 2009, Annecy, France. pp.8
Communication dans un congrès
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Interactions in a Collaborative Decision-Making Process: Disturbances or Control Variables?COGIS'09 - COGnitive systems with Interactive Sensors, Nov 2009, Paris, France
Communication dans un congrès
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Machine learning approach for predicting injury in soccer from external and internal training loadsACAPS 2019 - 18th Congress of the ACAPS in Paris, from the 29 - 31 October,, Oct 2019, Paris, France. 2019
Poster de conférence
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A time-varying model to simulate a collective decisional problem.Communications in Computer and Information Science, Springer, pp.56-71, 2013
Chapitre d'ouvrage
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