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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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A possibilistic-valued multi-criteria decision-making support for marketing activities in e-commerce: Feedback Based Diagnosis SystemEuropean Journal of Operational Research, 2009, 195 (3), pp.876-888
Article dans une revue
hal-00353774v1
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Propagation of Uncertainty by the Possibility Theory in Choquet Integral based decision making: application to an E-business Website Choice SupportIEEE Transactions on Instrumentation and Measurement, 2006, 55 (33), pp.721-728
Article dans une revue
hal-00353871v1
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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
hal-01933894v1
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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
hal-00808636v1
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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
hal-00808621v1
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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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On the use of possibility distribution summary indicators in multi-criteria decision based on the Choquet integral: application to marketing of e-commerce organizations2èmes Journées d'étude du management des technologies organisationnelles, 2009, Montpellier, France. pp.1
Communication dans un congrès
hal-00808641v1
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Integration of comparison and explanation functionalities in the benchmarking activities of e-commerce organisation through a possibilistic frameworkSIGEF'06, 13ème Congress of International Association for Fuzzy-Set Management and Economy: Optimization techniques: Fuzziness and nonlinearity for management and economy, 2006, Hammamet, Tunisia
Communication dans un congrès
hal-00353999v1
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A diagnosis and monitoring support system for marketing activities18th International Conference on multiple criteria decision making, 2006, Chania, Greece
Communication dans un congrès
hal-00354013v1
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E-Commerce site evaluations, comparisons and recommendations within a possibilistic frameworkIPMU 2006, 11th International Conference on Information processing and Management of uncertainty in Knowledge-Based Systems, 2006, Paris, France
Communication dans un congrès
hal-00354007v1
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Analyse multicritere et integration de fonctionalités Explicatives dans un systeme de e-recommandation6e Conférence Francophone de MOdélisation et SIMulation - MOSIM'06, 2006, Rabat, Maroc
Communication dans un congrès
hal-00354016v1
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How deriving benefits from expert advices to make the right choice in multi-criteria decisions based on the Choquet integral?European workshop on the Use of Expert Judgement in Decision-Making, 2005, Aix-en-Provence, France
Communication dans un congrès
hal-00354023v1
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Propagation of Uncertainty by the Possibility Theory in a Choquet Integral Based Aggregation for an E-Business Website Choice SupportAMUEM'05, International Workshop on Advanced Methods for Uncertainty Estimation in Measurement, 2005, Niagara Falls, Ontario, Canada
Communication dans un congrès
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Handling uncertainty in a MCDM Process for an e-business website choice supportEuro working group workshop on Multi Criteria Decision Aiding, (MCDA'05), 2005, Luxembourg, Luxembourg
Communication dans un congrès
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Handling uncertainty in a multi-criteria decision-making support system: Application to the E-recommendation websiteEusflat-LFA 2005, Joint 4th Eusflat & 11th LFA Conference, 2005, Barcelon, Spain
Communication dans un congrès
hal-00354018v1
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Decision Explanation and Risk Evaluation in a Multi Criteria Decision making System for an OrganizationEuro working group workshop on Multi-Criteria Decision Aiding (MCDA'05), 2005, Luxembourg, Luxembourg
Communication dans un congrès
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An Interactive Decision-Making Support System for Organization Management and DiagnosisModelling, Computation and Optimization in Information Systems and Management Sciences, MCO'04, 2004, Metz, France
Communication dans un congrès
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Contrôle de la dynamique d'un processus décisionnel par la phase d'information : Application la gestion d'un appel d'offresRencontres Francophones sur la Logique Floue et ses Application, LFA'2004, 2004, Nantes, France
Communication dans un congrès
hal-00353916v1
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Information System and Decisional Risk Control for a Cybernetic Modeling of Project ManagementModelling, Computation and Optimization in Information Systems and Management Sciences, MCO'04, 2004, Metz, France
Communication dans un congrès
hal-00354039v1
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