Présentation
Directeur de Recherche au CNRS et Professeur Invité à l'Université du Sud Danemark (SDU), Yves Demazeau est EurAI Fellow et Doctor Honoris Causa de SDU. Il est l’un des fondateurs du domaine des Systèmes Multi-Agents (SMA), l’un des dix thèmes de l’Intelligence Artificielle (IA), dans lequel il exerce depuis 43 ans. Il y est reconnu pour ses applications originales dans de nombreux domaines : aide à la personne, gestion de l’énergie, information géographique, jeux interactifs, modélisation financière, robotique autonome, robotique bio-inspirée, soutien à la création artistique, télécommunications, traitement de la langue, vision par ordinateur, web intelligence. Ses activités de recherche théoriques actuelles en IA portent sur: centrage utilisateur, conception éthique. Ses domaines d’application privilégiés en cours sont: essaims de drones, reconfiguration de sites web. Certains de ses travaux sont menés en collaboration interne au LIG, d’autres avec SDU (DK-Odense), UM1 (MA-Oujda), et UNICEN (AR-Tandil). Il a enseigné les SMA en Europe, en Amérique du Sud et en Afrique du Nord. Il a orchestré la série des conférences PAAMS de 2009 à 2020. Il a été Président de l'Association Française pour l’Intelligence Artificielle (AFIA) de 2011 à 2020 et a orchestré les Plates-Formes Intelligence Artificielle (PFIA) de 2013 à 2021. Il exerce des activités de conseil auprès de A2I Systems (DK-Odense) depuis 2012.
Director of Research at Centre National de la Recherche Scientifique (CNRS) and Visiting Professor at University of Southern Denmark (SDU), Yves Demazeau is EurAI Fellow and Doctor Honoris Causa of SDU. He is one of the founders of the field of Multi-Agent Systems (MAS), one of the ten themes of Artificial Intelligence (AI), in which he has been practicing for 43 years. It is recognized there for his original applications in many fields: autonomous robotics, bio-inspired robotics, computer vision, energy management, financial modeling, geographic information, interactive games, personal assistance, support for artistic creation, telecommunications, natural language processing, web intelligence. His current theoretical research activities in AI focus on: ethical design, user-centration. His current areas of application are: reconfiguration of websites, swarms of drones. Some research is carried out in collaboration within LIG, others with SDU (DK-Odense), UM1 (MA-Oujda), and UNICEN (AR-Tandil). He has taught MAS in various places in Europe, South America, and North Africa. He orchestrated the series of PAAMS conferences from 2009 to 2020. He was President of the French Association for Artificial Intelligence (AFIA) from 2011 to 2020 and orchestrated the French Artificial Intelligence Platforms (PFIA) from 2013 to 2021. He is consultant for A2I Systems (DK-Odense) since 2012.
Domaines de recherche
Système multi-agents [cs.MA]
Intelligence artificielle [cs.AI]
Publications
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Agent based coordination protocol for system of cyber-physical systems1st Energy Informatics Academy Conference, EIA_Asia’21, May 2021, Beijing, China. pp.1-25, ⟨10.1186/s42162-021-00163-7⟩
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Methodology for identifying technical details of smart energy solutions and research gaps in smart grid: an example of electric vehicles in the energy system1st Energy Informatics Academy Conference, EIA_Asia’21, May 2021, Beijing, China. pp.1-23, ⟨10.1186/s42162-021-00160-w⟩
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A generic agent-based framework for modeling business ecosystems: a case study of electric vehicle home charging1st Energy Informatics Academy Conference, EIA_Asia’21, May 2021, Beijing, China. pp.1-26, ⟨10.1186/s42162-021-00158-4⟩
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Agent-based Simulation Design for Technology Adoption2020 IEEE/SICE International Symposium on System Integration (SII), Jan 2020, Honolulu, United States. pp.873-878, ⟨10.1109/SII46433.2020.9025823⟩
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Agent-based Modeling of Climate and Electricity Market Impact on Commercial Greenhouse Growers’ Demand Response Adoption2020 RIVF International Conference on Computing and Communication Technologies (RIVF), Oct 2020, Ho Chi Minh, Vietnam. pp.123-128, ⟨10.1109/RIVF48685.2020.9140789⟩
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Agent-Based Simulation of Implicit Demand Response Adoption for Water Distribution System Reservoirs2020 IEEE/SICE International Symposium on System Integration (SII), Jan 2020, Honolulu, United States. pp.891-896, ⟨10.1109/SII46433.2020.9026279⟩
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A MAS-Based Approach for POI Group Recommendation in LBSN18th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’20, Oct 2020, L'Aquila, Italy. pp.238-250, ⟨10.1007/978-3-030-49778-1_19⟩
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Agent-based Modeling for Optimizing CO2 Reduction in Commercial Greenhouse Production with the Implicit Demand Response6th IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization, SAMCON 2020, Mar 2020, Tokyo, Japan
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A multi-agent system approach to dynamic ridesharing for older people18èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, RJCIA’20, Jun 2020, Angers, France. pp.52-59
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Agent-Based Modelling of Demand-Side Flexibility Adoption in Reservoir Pumping2019 IEEE Sciences and Humanities International Research Conference (SHIRCON), Nov 2019, Lima, Peru. pp.33-36, ⟨10.1109/SHIRCON48091.2019.9024889⟩
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Agent-based Decision Making for Adoption of Smart Energy Solutions2019 IEEE Sciences and Humanities International Research Conference (SHIRCON), Nov 2019, Lima, Peru. pp.05-08, ⟨10.1109/SHIRCON48091.2019.9024880⟩
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Impact of Social Welfare Methods on Multi-objective Resource Allocation in Energy Systems8th International Conference on Smart Cities and Green ICT Systems, May 2019, Heraklion, Greece. pp.179-186, ⟨10.5220/0007761101790186⟩
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EnerVMAS: Virtual Agent Organizations to Optimize Energy Consumption Using Intelligent Temperature Calibration13th International Conference on Hybrid Artificial Intelligent Systems, HAIS’18, Jun 2018, Oviedo, Spain. pp.387-398, ⟨10.1007/978-3-319-92639-1_32⟩
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Environment for Identification of Significant Subjects on Information Portals16th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’18, Jun 2018, Toledo, Spain. pp.200-211, ⟨10.1007/978-3-319-94580-4_16⟩
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Forecasting hungarian forint exchange rate with convolutional neural networks2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC), Oct 2017, Krakow, France. pp.1-3, ⟨10.1109/BESC.2017.8256358⟩
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Agent-Based Integration of Complex and Heterogeneous Distributed Energy Resources in Virtual Power Plants15th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’17, Jun 2017, Porto, Portugal. pp.43-55, ⟨10.1007/978-3-319-59930-4_4⟩
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Synesthetic Generation of Sound Clouds applying Social Computing9th International Conference on Creative Content Technologies, CONTENT’17, Feb 2017, Athens, Greece
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Exchange-rate Market, Deep Learning, and Agent Modelling2nd International Symposium on Ethics in Engineering, Science and Technology, Ethics’2016, May 2016, Vancouver, Canada. pp.#43
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Balancing Legal and Moral Aspects in Large-Scale Agent-Based Systems2nd International Symposium on Ethics in Engineering, Science and Technology, Ethics’2016, May 2016, Vancouver, Canada. pp.#45
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Extending Agent Based Telehealth Platform with Activities of Daily Living Reasoning Capabilities2016 IEEE International Conference on Healthcare Informatics, ICHI 2016, Oct 2016, Chicago, United States. pp.168-176, ⟨10.1109/ICHI.2016.25⟩
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Combining Agent-Based and Social Network Analysis Approaches to Recognition of Role Influence in Social Media14th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’16, Jun 2016, Sevilla, Spain. pp.109-120, ⟨10.1007/978-3-319-39324-7_10⟩
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PriceCast Fuel: Agent Based Fuel Pricing14th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’16, Jun 2016, Sevilla, Spain. pp.247-250, ⟨10.1007/978-3-319-39324-7_23⟩
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A MAS Approach for Group Recommendation Based on Negotiation Techniques14th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’16, Jun 2016, Sevilla, Spain. pp.219-231, ⟨10.1007/978-3-319-39324-7_19⟩
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A Semantic Approach for Managing Trust and Uncertainty in Distributed Systems Environments21st International Conference on Engineering of Complex Computer Systems, ICECCS 2016, Nov 2016, Dubai, United Arab Emirates. pp.63-70, ⟨10.1109/ICECCS.2016.017⟩
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RANA, a Real-Time Multi-agent System Simulator2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Dec 2015, Singapore, Singapore. pp.92-95, ⟨10.1109/WI-IAT.2015.238⟩
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Environment for Telehealth Applications on Top of BDI4JADE2015 IEEE / WIC / ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Dec 2015, Singapore, Singapore. pp.383-386, ⟨10.1109/WI-IAT.2015.95⟩
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Financial crisis and global market couplings2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, Oct 2015, Singapour, Singapore. pp.1-10, ⟨10.1109/DSAA.2015.7344854⟩
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Load Management Through Agent Based Coordination of Flexible Electricity Consumers13th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS’15, Jun 2015, Salamanca, Spain. pp.27-39, ⟨10.1007/978-3-319-18944-4_3⟩
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Patient Centric Ontology for Telehealth Domain13th Conference on Smart Homes and Health Telematics, ICOST’15, Jun 2015, Geneva, Switzerland. pp.244-255, ⟨10.1007/978-3-319-19312-0_20⟩
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Reasoning with Trust and Uncertainty Illustration in the Internet of Things2015 IEEE / WIC / ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015, Dec 2015, Singapore, Singapore. pp.125-128, ⟨10.1109/WI-IAT.2015.174⟩
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Ethics and design of user-centered multi-agent systems2014 IEEE International Symposium on Ethics in Engineering, Science, and Technology, ETHICS'14, May 2014, Chicago, United States. pp.1-2, ⟨10.1109/ETHICS.2014.6893397⟩
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Assessment of Agent Architectures for Telehealth2nd International Workshop on Agents and Multi-Agent Systems for AAL and E-Health, A-HEALTH’14, PAAMS 2014 Workshops, Jun 2014, Salamanca, Spain. pp.79-88, ⟨10.1007/978-3-319-07767-3_8⟩
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Biomimetic Agent Based Modelling Using Male Frog Calling Behaviour as a Case Study13th International Conference on Simulation of Adaptive Behavior, SAB’14, Jul 2014, Castellón, Spain. pp.88-97, ⟨10.1007/978-3-319-08864-8_9⟩
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An Agent-Based Framework for Aggregation of Manageable Distributed Energy ResourcesInternational Workshop on Multi-Agent based Applications for Smart Grids and Sustainable Energy Systems, MASGES’14, PAAMS 2014 Workshops, Jun 2014, Salamanca, Spain. pp.214-225, ⟨10.1007/978-3-319-07767-3_20⟩
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A Trust-based Π-ATMS for the Future InternetEncontro Nacional de Intelligencia Artificial e Computacional, ENIAC’14, Oct 2014, Sao Carlos, Brazil. pp.7-12
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The Age of Confidentiality: A Review of the Security in Social Networks and Internet11th International Symposium on Distributed Computing and Artificial Intelligence, DCAI’14, Jun 2014, Salamanca, Spain. pp.407-415, ⟨10.1007/978-3-319-07593-8_47⟩
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Managing Trust and Uncertainty for Distributed AI Systems12èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, RJCIA’2014, Jun 2014, Rouen, France
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An Agent-Based Cloud Platform for Security Services12th International Workshop on Active Security through Multi-Agent Systems, WASMAS’14, Jun 2014, Salamanca, Spain. pp.333-343, ⟨10.1007/978-3-319-07767-3_30⟩
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A Musical Composition Application Based on a Multiagent System to Assist Novel Composers5th International Conference on Computational Creativity, ICCC'14, Jun 2014, Ljubljana, Slovenia
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A Generic Algorithmic Framework to Solve Special Versions of the Set Partitioning Problem2014 IEEE 26th International Conference on Tools with Artificial Intelligence, ICTAI 2014, Nov 2014, Limassol, Cyprus. pp.891-897, ⟨10.1109/ICTAI.2014.136⟩
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Macroscopic Observation of Large-Scale Multi-agent Systems2014 Brazilian Conference on Intelligent Systems, BRACIS 2014, Oct 2014, Sao Carlos, Brazil. pp.121-127, ⟨10.1109/BRACIS.2014.32⟩
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Multi-layered Satisficing Decision Making in Oil and Gas Production Platforms11th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS'13, 2013, Springer Verlag, Salamanca, pp.170-181, ⟨10.1007/978-3-642-38073-0_15⟩
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Identification of international media events by spatial and temporal aggregation of RSS flows of newspapers18th European Colloquium in Theoretical and Quantitative Geography (ECTQG), Sep 2013, Dourdan, France. pp.112-114
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How to Build the Best Macroscopic Description of your Multi-agent System?11th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS'13), 2013, Salamanca, Spain. pp.157-169, ⟨10.1007/978-3-642-38073-0_14⟩
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Demonstrating Multi-layered MAS in Control of Offshore Oil and Gas Production11th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS'13, 2013, Springer Verlag, Salamanca, pp.300-303, ⟨10.1007/978-3-642-38073-0_32⟩
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Multi-resolution Representations of Media InformationIJCAI 2013 - 23rd International Joint Conference on Artificial Intelligence, Aug 2013, Beijing, China
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The Best-partitions Problem: How to Build Meaningful AggregationsIAT 2013 - IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Nov 2013, Atlanta, GA, United States. pp.399-404, ⟨10.1109/WI-IAT.2013.138⟩
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Analysis of International Relations through Spatial and Temporal Aggregation11th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS'13, 2013, Salamanca, Spain. pp.296-299, ⟨10.1007/978-3-642-38073-0_31⟩
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Accessing Cloud Services through BDI AgentsPAAMS 2011 - Trends in Practical Applications of Agents and Multiagent Systems, Mar 2012, Salamanca, Spain. pp.19-28, ⟨10.1007/978-3-642-28795-4_3⟩
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Using Agent Satisfiability to Identify and Explain Interactions among Independent Greenhouse Climate Control Requirements10th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS'12, 2012, Springer Verlag, Salamanca, pp.35-45, ⟨10.1007/978-3-642-28786-2_4⟩
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Multi-Agents in the North Sea - The Case of Oil and Gas ProductionIADIS 2011 - International Conference on Intelligent Systems and Agents, 2011, Unknown, pp.77 - 81
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An Agent-Based Extensible Climate Control System for Sustainable Greenhouse ProductionPRIMA, 2011, Unknown, pp.218-233, ⟨10.1007/978-3-642-25044-6_18⟩
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Organisation, agrégation et visualisation d'informations médiatiquesCIST2011 - Fonder les sciences du territoire, Collège international des sciences du territoire (CIST), Nov 2011, Paris, France. pp.240-246
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iRoute: Cognitive Support for Independent Living Using BDI Agent DeliberationTrends in Practical Applications of Agents and Multiagent Systems, 2011, Salamanca, Spain. pp.41-50, ⟨10.1007/978-3-642-19931-8_6⟩
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User modeling for activity recognition and support in Ambient Assisted LivingCISTI 2011 - 6th Iberian Conference on Information Systems and Technologies, 2011, Unknown, pp.1-4
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Middle Age Social Networks: A Dynamic Organizational Study9th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS'11, 2011, Salamanca, Spain. pp.211-216, ⟨10.1007/978-3-642-19875-5_27⟩
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Organisation, agrégation et visualisation dínformations médiatiquesColloque "Fonder les sciences du territoire", 2011, Paris, France. pp.240-246
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Observation macroscopique et émergence dans les SMA de très grande taille19es Journées Francophones des Systèmes Multi-Agents, 2011, Valenciennes, France. pp.53-62
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Middle Age Social Networks : a dynamic organizational studyPractical Applications of Agents and Multi-Agent Systems (PAAMS), Apr 2011, Salamanca, Spain. pp.211-216
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Social Order in Hippocratic MultiAgent SystemsIEA/AIE 2010 - International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Jun 2010, Cordoba, Spain. pp.367-376, ⟨10.1007/978-3-642-13025-0_39⟩
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CLIC: An Agent-Based Interactive and Autonomous Piece of ArtPAAMS 2010 - 8th International Conference on Practical Applications of Agents and Multiagent Systems, Apr 2010, Salamanca, Spain. pp.25-34, ⟨10.1007/978-3-642-12384-9_4⟩
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Requirements for Supporting Individual Human Creativity in the Design DomainICEC 2009 - 8th International Conference on Entertainment Computing, Sep 2009, Paris, France. pp.210-215, ⟨10.1007/978-3-642-04052-8_22⟩
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A Formal Notion of Objective Expectations in the Context of Multiagent systems RoutinesEPIA 2009 - New Trends in Artificial Intelligence, 14th Portuguese Conference on Artificial Intelligence, Oct 2009, Aveiro, Portugal. pp.367-378
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Performance visualization of a transport multi-agent application7th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS09, Mar 2009, Salamanca, Spain. pp.188-196, ⟨10.1007/978-3-642-00487-2_20⟩
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Privacy preserving in a decentralized calendar management system7th International Conference on Practical Applications of Agents and Multi-Agent Systems, Mar 2009, Spain. pp.529-537
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Délégation d'agents pour la protection étendue des données personnelles17èmes Journées Francophones des Systèmes Multi-Agents (JFSMA'09), Oct 2009, Lyon, France. pp.35-46
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Classification des mécanismes organisationnels dans les réseaux d'agentsJFSMA 2009 - 17e Journées Francophones sur les Systèmes Multi-Agents, 2009, Lyon, France. pp.79-88
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Personalization of a Trust NetworkProceedings of the 1st International Conference on Agents and Artificial Intelligence (ICAART'09), 2009, Porto, Portugal. pp.408-415
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Une Logique pour Raisonner sur la Protection des Données Personnelles16e congrès francophone AFRIF-AFIA sur la Reconnaissance de Formes et l'Intelligence Artificielle (RFIA'08), AFRIF - AFIA, Jan 2008, Amiens, France. 8p
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Evaluation of Multi-Agent Systems: The case of InteractionProceedings of the 3rd International Conference on Information & Communication Technologies: from Theory to Applications (ICTTA'08), 2008, Damascus, Syria
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Sensitive Data Transactions in Hippocratic Multiagent Systems9th International Conference on Engineering Societies in the Agents World, 2008, Saint-Etienne, France. pp.85-101
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Towards HiMAS: a Model for Privacy Preserving Multi-Agent SystemsWorkshop on "Trust in Agent Societies" at the International Conference on Autonomous Agents and Multi-Agent Systems, 2008, Portugal
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Transaction de Données Sensibles au sein d'un Système Multi-Agents HippocratiqueJournées francophones sur les systèmes multi-agents, 2008, France. pp.xxx-yyy
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Obligations with deadlines and maintained interdictions in privacy regulation frameworks8th IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'08), IEEE/WIC/ACM, Dec 2008, Sidney, Australia. pp.162-168, ⟨10.1109/WIIAT.2008.168⟩
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Addressing Temporal Aspects of Privacy-Related Norms18th European Conference on Artificial Intelligence (ECAI'08), ECCAI, Jul 2008, Patras, Greece. pp.863-864, ⟨10.3233/978-1-58603-891-5-863⟩
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Hippocratic Multi-Agent SystemsInternational Conference on Enterprise Information Systems, 2008, Spain. pp.301-307
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SMA hippocratiques : gestion de la sphère privée au sein des SMAAtelier Intelligence Artificielle et Web Intelligence à la Plateforme AFIA, Jul 2007, France
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Privacy Management in User-Centred Multi-Agent Systems7th Annual International Workshop on Engineering Societies in the Agents World (ESAW'06), Sep 2006, Dublin, Ireland. pp.354-367, ⟨10.1007/978-3-540-75524-1_20⟩
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A Decentralized Calendar System Featuring Sharing, Trusting and Negotiatingthe 19th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'06), Jun 2006, Annecy, France. pp.731-740, ⟨10.1007/11779568_79⟩
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Dynamical Control in Large-Scale Material Handling Systems through Agent Technology2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2006, Dec 2006, Hong Kong, China. pp.637-645, ⟨10.1109/IAT.2006.59⟩
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Evaluating multiagent systems: a record/replay approachIEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2004, IAT 2004, Sep 2004, Beijing, China. pp.536-539, ⟨10.1109/IAT.2004.1343013⟩
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Formalization and Pre-Validation for Interaction Protocols in Multiagent Systems13th European Conference on Artificial Intelligence (ECAI'98), Aug 1998, Brighton, United Kingdom
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Multi-agent Architecture Integrating Heterogeneous Models of Dynamical Processes: The Representation of TimeMulti-Agent Systems and Agent-Based Simulation, MABS 1998, Jul 1998, Paris, France. pp.226-236, ⟨10.1007/10692956_16⟩
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Towards a formal model of multi-agent systems with dynamic organizations2nd International Conference on Multi-Agent Systems, ICMAS'96, Dec 1996, Kyoto, Japan. pp.431-431
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TALISMAN: A multi-agent system for natural language processing12th Brazilian Symposium on AI, SBIA’95, Jun 1995, Campinas, Brazil. pp.312-322, ⟨10.1007/BFb0034824⟩
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Exploiting Social Reasoning to Deal with Agency Level Inconsistency1st International Conference on Multi-Agent Systems, ICMAS'95, Jun 1995, San Francisco, United States. pp.352-359
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MAVI: a multi-agent system for visual integration1994 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI '94, Oct 1994, Las Vegas, United States. pp.731-738, ⟨10.1109/MFI.1994.398382⟩
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Description et Implémentation de Protocoles de Communication en Univers Multi-Agents1ères Journées Francophones sur l’IAD et les SMA, Apr 1993, Toulouse, France
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Building Optimal Macroscopic Representations of Complex Multi-agent SystemsNgoc Thanh Nguyen; Ryszard Kowalczyk; Juan Manuel Corchado; Javier Bajo. Transactions on Computational Collective Intelligence XV, 8670, Springer, pp.1-27, 2014, Transactions on Computational Collective Intelligence, 978-3-662-44749-9
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Privacy Preservation in a Decentralized Calendar SystemDemazeau, Yves : Pavón, Juan : Corchado, Juan : Bajo, Javier. 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009), Springer Berlin / Heidelberg, pp.529-537, 2009, Advances in Intelligent and Soft Computing, 978-3-642-00486-5. ⟨10.1007/978-3-642-00487-2_56⟩
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Sensitive Data Transaction in Hippocratic Multi-Agent SystemsArtikis, Alexander; Picard, Gauthier; Vercouter, Laurent. Engineering Societies in the Agents World IX, Springer Berlin / Heidelberg, pp.85-101, 2009, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-02562-4_5⟩
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Systèmes Multi-Agents : Incitations et freins à la mise en œuvre.Systèmes Multi-Agents, 29, Observatoire Français des Technologies Avancées, pp.261-289, 2004, Arago, 978-2906028159
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MASK : An AEIO Toolbox to Design and Build Multi-Agent SystemsKnowledge Engineering and Agent Technology, IOS, 2004
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Introduction aux systèmes multi-agentsPrincipes et architecture des systèmes multi-agents, Hermès-Lavoisier, pp.17-25, 2001, Collection IC2, 2-7462-0336-7
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Systèmes Multi-Agents : Référence, Etat de l’art, PerspectiveDossier du Bulletin n°100, Association Française pour l'Intelligence Artificielle, 2018, pp. 6-8
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Niveaux de représentation pour la vision par ordinateur : indices d'image et indices de scèneModélisation et simulation. Institut National Polytechnique de Grenoble - INPG, 1986. Français. ⟨NNT : ⟩
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Vowels Co-ordination Model2002
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