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Jacky Montmain
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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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Control of waste fragment sorting process based on MIR imaging coupled with cautious classificationResources, Conservation and Recycling, 2021, 168, pp.art. 105258. ⟨10.1016/j.resconrec.2020.105258⟩
Article dans une revue
hal-03019787v1
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Multi-criteria improvement of complex systemsInformation Sciences, 2015, 291, pp.61 - 84. ⟨10.1016/j.ins.2014.08.027⟩
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hal-01931419v1
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Vers une caractérisation automatique de critères pour l'opinion miningLes Cahiers du numérique, 2011, 7 (2), pp.41-62. ⟨10.3166/LCN.7.2.41-62⟩
Article dans une revue
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Semantic Hierarchical Clustering: An Application in the Biomedical DomainICAISC 2020 - The 19th International Conference on Artificial Intelligence and Soft Computing, Oct 2020, Zakopane, Poland
Communication dans un congrès
hal-02518746v1
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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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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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Semantic Customers’ SegmentationINSCI 2019 - 6th International Conference on Internet Science, Dec 2019, Perpignan, France. pp.318-325, ⟨10.1007/978-3-030-34770-3_26⟩
Communication dans un congrès
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Impact des mesures de similarité sémantique dans un algorithme de partitionnement : d’un cas biomédical à la détection de comportements de consommationSFC 2019 - XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
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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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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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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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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Approximate reasoning for an efficient, scalable and simple thermal control enhancement15th International Conference on Information processing and Management of uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. ⟨10.1007/978-3-319-08795-5_43⟩
Communication dans un congrès
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Aggregated Performance and Qualitative Modeling Based Smart Thermal Control11th International Conference on Informatics in Control, Automation and Robotics, Sep 2014, Vienna, Austria. pp.63-76, ⟨10.5220/0005063300630076⟩
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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Opinion Extraction Applied to CriteriaDEXA 2012 - 23rd International Conference on Database and Expert Systems Applications, Sep 2012, Vienna, Austria. pp.457-465, ⟨10.1007/978-3-642-32597-7_44⟩
Communication dans un congrès
lirmm-00732663v1
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Extraction d'opinions appliquée à des critèresEGC: Extraction et Gestion des Connaissances, Jan 2012, Bordeaux, France. pp.453-458
Communication dans un congrès
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Modélisation du confort par une utilité agrégée pour l'optimisation de la consommation énergétique dans les bâtimentsRencontre francophone sur la Logique Floue et ses applications LFA, Ed. Cepadues, 2012, France. pp.1
Communication dans un congrès
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Comfort as a multidimensional preference model for energy efficiency control issuesScalable Uncertainty Management SUM, Sep 2012, Marburg / Lahn, Germany. pp.486-499, ⟨10.1007/978-3-642-33362-0_37⟩
Communication dans un congrès
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Research for IT driven energy efficiency based on a multidimensional comfort controlDEXA ICT-GLOW, 2012, Vienna, Austria. pp.1
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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Towards an Automatic Characterization of CriteriaDEXA 2011 - 22nd International Conference on Database and Expert Systems Applications, Aug 2011, Toulouse, France. pp.457-465, ⟨10.1007/978-3-642-23088-2_34⟩
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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The translation of will into act: achieving a consensus between managerial decisions and operational abilities13th symposium on information control in manufacturing,, 2009, Moscow, Russia. pp.1
Communication dans un congrès
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Une nouvelle approche pour l'extraction non supervisée de critèresEGC: Extraction et Gestion des Connaissances, France. pp.325-326, 2011
Poster de conférence
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