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Jacky Montmain

19
Documents
Identifiants chercheurs

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

Publications

847052
Image document

Approximate reasoning for an efficient, scalable and simple thermal control enhancement

Afef Denguir , François Trousset , Jacky Montmain
15th 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

Modélisation du confort par une utilité agrégée pour l'optimisation de la consommation énergétique dans les bâtiments

Afef Denguir , François Trousset , Jacky Montmain
Rencontre francophone sur la Logique Floue et ses applications LFA, Ed. Cepadues, 2012, France. pp.1
Communication dans un congrès hal-00808636v1
Image document

Comfort as a multidimensional preference model for energy efficiency control issues

Afef Denguir , François Trousset , Jacky Montmain
Scalable 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

Research for IT driven energy efficiency based on a multidimensional comfort control

Afef Denguir , François Trousset , Jacky Montmain
DEXA ICT-GLOW, 2012, Vienna, Austria. pp.1
Communication dans un congrès hal-00808618v1

On the use of possibility distribution summary indicators in multi-criteria decision based on the Choquet integral: application to marketing of e-commerce organizations

Jacky Montmain , Gilles Mauris , Afef Denguir
2èmes Journées d'étude du management des technologies organisationnelles, 2009, Montpellier, France. pp.1
Communication dans un congrès hal-00808641v1

Integration of comparison and explanation functionalities in the benchmarking activities of e-commerce organisation through a possibilistic framework

Afef Denguir , Jacky Montmain , Gilles Mauris
SIGEF'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

A diagnosis and monitoring support system for marketing activities

Afef Denguir , Sofiane Sahraoui , Jacky Montmain , Gilles Mauris
18th International Conference on multiple criteria decision making, 2006, Chania, Greece
Communication dans un congrès hal-00354013v1

E-Commerce site evaluations, comparisons and recommendations within a possibilistic framework

Afef Denguir , Gilles Mauris , Jacky Montmain
IPMU 2006, 11th International Conference on Information processing and Management of uncertainty in Knowledge-Based Systems, 2006, Paris, France
Communication dans un congrès hal-00354007v1

Analyse multicritere et integration de fonctionalités Explicatives dans un systeme de e-recommandation

Afef Denguir , Jacky Montmain , Gilles Mauris
6e Conférence Francophone de MOdélisation et SIMulation - MOSIM'06, 2006, Rabat, Maroc
Communication dans un congrès hal-00354016v1

How deriving benefits from expert advices to make the right choice in multi-criteria decisions based on the Choquet integral?

Jacky Montmain , Afef Denguir , Gilles Mauris
European workshop on the Use of Expert Judgement in Decision-Making, 2005, Aix-en-Provence, France
Communication dans un congrès hal-00354023v1

Propagation of Uncertainty by the Possibility Theory in a Choquet Integral Based Aggregation for an E-Business Website Choice Support

Afef Denguir , Gilles Mauris , Jacky Montmain
AMUEM'05, International Workshop on Advanced Methods for Uncertainty Estimation in Measurement, 2005, Niagara Falls, Ontario, Canada
Communication dans un congrès hal-00354027v1

Handling uncertainty in a MCDM Process for an e-business website choice support

Afef Denguir , Jacky Montmain , Gilles Mauris
Euro working group workshop on Multi Criteria Decision Aiding, (MCDA'05), 2005, Luxembourg, Luxembourg
Communication dans un congrès hal-00354030v1

Handling uncertainty in a multi-criteria decision-making support system: Application to the E-recommendation website

Afef Denguir , Gilles Mauris , Jacky Montmain
Eusflat-LFA 2005, Joint 4th Eusflat & 11th LFA Conference, 2005, Barcelon, Spain
Communication dans un congrès hal-00354018v1

Decision Explanation and Risk Evaluation in a Multi Criteria Decision making System for an Organization

Afef Denguir , Abdellah Akharraz , Jacky Montmain , Gilles Mauris
Euro working group workshop on Multi-Criteria Decision Aiding (MCDA'05), 2005, Luxembourg, Luxembourg
Communication dans un congrès hal-00354031v1

An Interactive Decision-Making Support System for Organization Management and Diagnosis

Jacky Montmain , Afef Denguir , Julien Tardy
Modelling, Computation and Optimization in Information Systems and Management Sciences, MCO'04, 2004, Metz, France
Communication dans un congrès hal-00354040v1

Contrôle de la dynamique d'un processus décisionnel par la phase d'information : Application la gestion d'un appel d'offres

Afef Denguir , Julien Tardy , Jacky Montmain
Rencontres Francophones sur la Logique Floue et ses Application, LFA'2004, 2004, Nantes, France
Communication dans un congrès hal-00353916v1

Information System and Decisional Risk Control for a Cybernetic Modeling of Project Management

Abdellah Akharraz , Jacky Montmain , Afef Denguir , Gilles Mauris
Modelling, Computation and Optimization in Information Systems and Management Sciences, MCO'04, 2004, Metz, France
Communication dans un congrès hal-00354039v1