Zahia Guessoum
Présentation
Zahia Guessoum est Maître de Conférences HDR à l'Université de Reims Champagne-Ardenne depuis septembre 1998 et bénéficiaire de la PEDR depuis septembre 2001. Déléguée CNRS au LIP6 de 2002 à 2004. Ses projets de recherche portent sur les agents et systèmes multi-agents adaptatifs. Ses principales contributions sont dans les domaines des SMA adaptatifs, SMA tolérants aux fautes, simulation de systèmes complexes et mécanismes de coordination. Elle est auteurs de plus de 150 papiers dans des journaux et conférences tels que JAMMAS (meilleur journal dans le domaine des SMA), AI in Medicine ou la conférence AAMAS. Elle a animé pendant 10 ans le thème SMA du GdR I3. Elle était membre du comité consultatif de la communauté SMA de 2009 à 2015 et elle participe aux comités de programme de la majorité des conférences dans le domaine des SMA (AAMAS, JFSMA ….). Elle était présidente de la conférence nationale en 2009 (JFSMA’09) et de plusieurs workshops (ALAMAS’04, MMAS’09…). Elle a de nombreuses coopérations nationales (Univ. Valenciennes, IFSTTAR…) et internationales (Université de Sao Paulo, Université de Urbana Champagne, Université de Constantine 2, Université de Sousse ….).
Publications
Publications
Toward Website ClassificationToward Website Classification, Oct 2023, Venise, Italy. ⟨10.1109/wi-iat59888.2023.00049⟩ |
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Text Chunking To Improve Websites ClassificationOL2A: International Conference on. Optimization, Learning Algorithms and Applications, Oct 2023, Ponta Delgada, Portugal |
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Transformers and Attention Mechanism for Website Classification and Porn DetectionEuropean Conference on Advances in Databases and Information Systems (ADBIS), 2023, Barcelone, Spain. pp.140-149, ⟨10.1007/978-3-031-42941-5_13⟩ |
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AMIR: A Multi-agent Approach for Influence Detection in Social NetworksDistributed Computing and Artificial Intelligence (DCAI), 2023, Salamanca, Spain. pp.242-253, ⟨10.1007/978-3-031-38333-5_25⟩ |
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A Deep Learning Model for Opinion mining in Twitter Combining Text and EmojisInternational Conference on Knowledge Based and Intelligent information and Engineering Systems (KES), 2022, Verona, Italy. pp.2628-2637, ⟨10.1016/j.procs.2022.09.321⟩ |
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Transformer RoBERTa vs. TF-IDF for websites content-based classificationDeep Learning meets Ontologies and Natural Language Processing, International Workshop in conjunction with ESWC, 2022, Hersonissos, Greece |
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Elaboration of Financial Fraud OntologyIEEE Conference on Computer Science and Information Systems (FedCSIS), 2022, Sofia, Bulgaria. ⟨10.15439/2022F35⟩ |
Topic extraction in social networkInternational Conference on Applied Data Science and Intelligence, Oct 2021, Prague, Czech Republic |
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Towards a non monotonic agent testing, reasoning about messages and behaviorACS/IEEE International Conference on Computer Systems and Applications (AICCSA), Nov 2021, Tangier, Morocco. ⟨10.1109/AICCSA53542.2021.9686931⟩ |
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Auction Mechanisms for Management of Steam generated by High Temperature ReactorsInternational Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS), Frank Dignum - Umeå University (Sweden), Oct 2021, Salamanca, Spain. pp.64-76, ⟨10.1007/978-3-030-85739-4_6⟩ |
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Influence maximization through user interaction modelingACM/SIGAPP 35th Symposium on Applied Computing (SAC 2020), ACM, Mar 2020, Brno (virtuel), Czech Republic. pp.1888-1890, ⟨10.1145/3341105.3374080⟩ |
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MCTS-based Automated Negotiation AgentInternational Conference on Principles and Practice of Multi-Agent Systems (PRIMA), Oct 2019, Torino, Italy. pp.186-201, ⟨10.1007/978-3-030-33792-6_12⟩ |
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MCTS-based Automated Negotiation Agent (Extended Abstract)AAMAS 2019 - 18th International Conference on Autonomous Agents and MultiAgent Systems, May 2019, Montreal, Canada. pp.1850-1852 |
A coordination mechanism to replicate large-scale multi-agent systemsInternational Conference on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), May 2018, Gothenburg, Sweden. pp.130-136, ⟨10.1145/3194133.3194154⟩ |
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MoCaNA, un agent de négociation automatique utilisant la recherche arborescente de Monte-CarloVingt-sixièmes Journées Francophones sur les Systèmes Multi-Agents, Oct 2018, Métabief, France |
A Multi-agent System For Gray Scale Image SegmentationInternational Conference on Artificial Intelligence and its Applications (AIAP), Dec 2018, El Oued, Algeria |
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Towards a Generic Multi-agent Approach for Medical Image SegmentationInternational Conference on Principles and Practice of Multi-Agent Systems (PRIMA), Oct 2017, Nice, France. pp.198-211, ⟨10.1007/978-3-319-69131-2_12⟩ |
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Vers une approche d'ingénierie multiagent à base de ligne de produits logiciels23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.49-58 |
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Une méthode incrémentale de conception dirigée par les tests pour la simulation multi-agent23es Journées Francophones sur les Systèmes Multi-Agents (JFSMA'15), Jun 2015, Rennes, France. pp.39-48 |
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A survey on multi-agent management approaches in the context of intelligent energy systems2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM), Nov 2014, Tunis, Tunisia. pp.1-8, ⟨10.1109/CISTEM.2014.7077030⟩ |
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A Multi-agent Homophily-Based Approach for Community Detection in Social NetworksIEEE International Conference on Tools with Artificial Intelligence, ICTAI 2014, Nov 2014, Limassol, Cyprus. pp.501-505, ⟨10.1109/ICTAI.2014.81⟩ |
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Dynamic road space allocation: simulation of current practices, towards dynamic allocation using ITS4th International Symposium of Transport Simulation, ISTS, Jun 2014, Ajaccio, France |
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Using ego-centered affordances in multi-agent traffic simulation.12th International Conference on Autonomous Agents and Multiagent systems, AAMAS 2013, May 2013, Saint Paul, Minnesota, United States. pp.151-158 |
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Towards a truck-driver model using a hysteresis based analysis and verification approachInternational conference on Autonomous Agents and Multi-Agent Systems, May 2013, Saint-Paul, United States. pp.1219-1220 |
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Vers un système d'arbitrage décentralisé pour les jeux en ligneRenPar'21 - Rencontres francophones du Parallelisme, Jan 2013, Grenoble, France. 9 p |
Traffic Behavioral simulation in urban and suburban : Representation of the drivers' environment10th International Conference on Practical Applications of Agents and Multi-Agent Systems : PAAMS 2012, Mar 2012, Salamanca, Spain. pp.115-125, ⟨10.1007/978-3-642-28786-2_13⟩ |
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Les boucles d'hystérésis comme outil d'analyse des comportements de conducteursJournées Francophones sur les systèmes multi-agents, Oct 2012, Honfleur, France. pp.181--190 |
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Understanding simulated driver behavior using hysteresis loops13th IFAC symposium on Control in Transportation Systems, Sep 2012, Sofia, Bulgaria. pp.192--198, ⟨10.3182/20120912-3-BG-2031.00070⟩ |
Towards a scalable refereeing system for online gaming11th International Workshop on Network and Systems Support for Games (NetGames'2012) (Poster), Nov 2012, Venice, Italy |
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A driver ego-centered environment representation in traffic behavioral simulation10th International Conference on Practical Applications of Agents and Multi-Agent Systems : PAAMS 2012, Mar 2012, Salamanca, Spain. pp.249-253, ⟨10.1007/978-3-642-28786-2_31⟩ |
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Using MAS to Detect Retinal Blood Vessels10th Practical Application of Intelligent Agents and Multi-Agent Technology Conference, Mar 2012, Salamanca, Spain. pp.239-246 |
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Reputation Based Dynamic Responsibility to Agent Assignement for Critical InfrastructureIEEE/WIC/ACM International Conference on Intelligent Agent Technology, Aug 2011, Lyon, France. pp.272-275, ⟨10.1109/WI-IAT.2011.194⟩ |
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A New Distributed Approach for Range Image Segmentation16th Iberoamerican Congress on Pattern Recognition, CIARP 2011, Nov 2011, Pucón, Chile. pp.296-303, ⟨10.1007/978-3-642-25085-9_35⟩ |
Adaptive Replication of Fault-Tolerant Multi-Agent Systems2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Aug 2011, Lyon, France. pp.304-307, ⟨10.1109/WI-IAT.2011.206⟩ |
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Gestion des ressources et réplication adaptative pour fiabiliser les SMARencontre des Jeunes Chercheurs en Intelligence Artificielle, May 2009, Hammamet, Tunisie. pp.47-62 |
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A Multi-Agent System of Adaptive Production NetworksInternational joint conference on Autonomous Agents and Multi-Agent Systems AAMAS, May 2009, Budapest, Hungary. pp.1311-1312 |
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Resource Management and Adaptive Replication for Fault-Tolerant MASFourth International Workshop on Massively Multi-Agent Systems, May 2009, Budapest, Hungary. pp.63-77 |
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CPU Load Prediction Model for Distributed Computing8th International Symposium on Parallel and Distributed Computing, Jun 2009, Lisbon, Portugal. pp.39-45, ⟨10.1109/ISPDC.2009.8⟩ |
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Towards a Reliable Air Traffic Control7th International Conference on Autonomous Agents and Multiagent Systems (AAMAS'08) Industrial Track (short paper), May 2008, Estoril, Portugal. pp.101-104 |
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Agent based approach for distribution of fingerprint matching in a metacomputing environmentInternational conference on New technologies in distributed systems NOTERE, Jun 2008, Lyon, France. pp.1-7, ⟨10.1145/1416729.1416766⟩ |
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A multi-agent approach to reliable air traffic control2nd International Symposium on Agent Based Modeling and Simulation (ABModSim'08), Mar 2008, Vienna, Austria |
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Towards a reliable air traffic control (short paper)5th International Workshop on Agents in Traffic and Transportation Systems (ATT'08), May 2008, Estoril, Portugal. pp.102-109 |
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An Agent-Based Approach for Range Image SegmentationInternational Conference on Autonomous Agents and Multiagent Systems (AAMAS), May 2007, Honolulu, HI, United States. pp.146-161, ⟨10.1007/978-3-540-85449-4_11⟩ |
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Une approche multi-agent pour la segmentation d'images de profondeurReconnaissances des Formes et Intelligence Artificielle, Jan 2008, Amiens, France. pp.121-133 |
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A Multi-agent Approach for Range Image Segmentation5th International Central and Eastern European Conference on Multi-Agent Systems (CEEMAS), Sep 2007, Leipzig, Germany. pp.1-10, ⟨10.1007/978-3-540-75254-7_1⟩ |
Towards A Model Driven Process For Multi-Agent SystemInternational Central and Eastern European Conference on Multi-Agent Systems CEEMAS, Sep 2007, Leipzig, Germany. pp.256-265, ⟨10.1007/978-3-540-75254-7_26⟩ |
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Towards autonomic fault-tolerant multi-agent systems2nd Latin American Autonomic Computing Symposium (LAACS'07), Sep 2007, Petropolis, RJ, Brazil |
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Une méthode dirigée par les modèles pour le développement multi-agentsINFORSID, May 2007, Perros-Guirec, France. pp.122-136 |
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A potential field-based multi-agent model for contour detection in range images2nd IEEE International Conference on Intelligent Computer Communication and Processing ICCP, Sep 2006, Cluj-Napoca, Romania. pp.115-122 |
Reuse Interaction Protocols to develop Interactive AgentsIEEE Conference on Intelligent Agent technology, Dec 2006, Hong Kong, Hong Kong SAR China. pp.411-415, ⟨10.1109/IAT.2006.109⟩ |
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Using multiagent systems for validating geological interpretation2nd IEEE International Conference on Intelligent Computer Communication and Processing ICCP, Sep 2006, Cluj-Napoca, Romania. pp.75-81 |
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Governing Agent Interaction in Open Multi-Agent Systems with Fault Tolerant StrategiesInternational Workshop Agents and Multiagent Systems - from Theory to Application (AMTA'06), Jun 2006, Québec, PQ, Canada |
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CellMigration systemInternational Conference on Active Media Technology, AMT'06, Jun 2006, Brisbane, Australia. pp.400-403 |
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Engineering Control Strategies for Replication-Based Fault-Tolerant Multi-Agent SystemsInternational Workshop on Engineering of Fault-Tolerant Systems (EFTS'2006), Jun 2006, Luxembourg, Luxembourg. pp.80-93 |
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The Exploration-Exploitation Dilemma for Adaptive AgentsFifth European Workshop on Adaptive Agents and Multi-Agent Systems (AAMAS’05), Mar 2005, Paris, France. pp.75-87 |
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An adaptive approach for the exploration-exploitation dilemma for learning agents.4th International Central and Eastern European Conference on Multi-Agent Systems CEEMAS, Sep 2005, Budapest, Hungary. pp.316-325, ⟨10.1007/11559221_32⟩ |
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Multi-agent system simulating tumoral cells migration18th Australian Joint Conference on Artificial Intelligence AJCAI, Dec 2005, Sydney, Australia. pp.624-632, ⟨10.1007/11589990_65⟩ |
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DARX - A Self-Healing Framework for Agents12th Monterey Workshop on Reliable Systems on Unreliable Networked Platforms, Sep 2005, Laguna Beach, CA, United States |
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Monitoring and Organizational-Level Adaptation of Multi-Agent SystemsThird International Joint Conference on Autonomous Agents and Multi Agent Systems (AAMAS '04), Jul 2004, New-York City, United States. pp.514-521 |
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CAPE Web Services: The COGents wayEuropean Symposium on Computer-Aided Process Engineering, May 2004, Lisbon, Portugal. pp.1021-1026, ⟨10.1016/S1570-7946(04)80236-0⟩ |
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Un mécanisme de réplication adaptative pour des SMA tolérants aux pannesJFSMA 2004 - 12èmes Journées Francophones sur les Systèmes Multi-Agents, Nov 2004, Paris, France. pp.125-139 |
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Automatiser la Cohérence des Données Exposées dans une Interface Utilisateur8th Maghrebian Conference on Software Engineering and Artificial Intelligence (MCSEAI '04), May 2004, Sousse, Tunisie. pp.373-384 |
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Using XCS to build adaptive agents4th Symposium on Adaptive Agents and Multi-Agent Systems (AAMAS-4), AISB convention, Mar 2004, Leeds, United Kingdom. pp.101-106 |
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Building User Interfaces thanks to Eco-ResolutionInternational Conference on Advances in Intelligent Systems - Theory and Applications, in cooperation with the IEEE Computer Society, Nov 2004, Luxembourg, Luxembourg |
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Des agents pour faciliter la modélisation des interfaces utilisateurMajecSTIC 2004, Manifestation des Jeunes Chercheurs francophones dans les domaines des STIC, Oct 2004, Calais, France |
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Goliath: an Extensible Model-Based Environment to Develop User Interfaces3rd International Conference on Computer-Aided Design of User Interfaces (CADUI '04), Jan 2004, Funchal, Isle of Madeira, Portugal. pp.95-106, ⟨10.1007/1-4020-3304-4_8⟩ |
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Using adaptive Multi-Agent Systems to Simulate Economic ModelsAAMAS 2004 - 3rd International Joint Conference on Autonomous Agents and Multi-Agents Systems, Jul 2004, New York, United States. pp.68-76, ⟨10.1109/AAMAS.2004.291⟩ |
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Agent-Based Computer-Aided Process EngineeringInternational Joint Conference on Artificial Intelligence Workshop on Intelligent Computing for the Petroleum Industry (ICPI), Aug 2003, Acapulco, Mexico. pp.68-74 |
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Le projet européen COGentsJournée des Logiciels dédiés à la Modélisation et au Calcul Scientifique, Apr 2003, Rueil-Malmaison, France. pp.1-8 |
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Dynamic and Adaptive Replication for Large-Scale Reliable Multi-Agent SystemsThe First International Workshop on Software Engineering for Large-Scale Multi-Agent Systems (SELMAS '2002), In Conjunction with ICSE 2002, May 2002, Orlando, United States |
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Dynamic Adaptation of Replication Strategies for Reliable AgentsSecond Symposium on Adaptive Agents and Multi-Agent Systems (AAMAS-2), Apr 2002, London, United Kingdom. pp.13-21 |
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A Fault-Tolerant Multi-Agent FrameworkFirst International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS'2002), Jul 2002, Bologna, Italy. pp.672-673, ⟨10.1145/544862.544903⟩ |
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Agents résistants aux pannesÉcole GRID2002, 2002, Aussois, France |
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Toward Fault-Tolerant Multi-Agent SystemsEuropean Workshop on Modeling an Autonomous Agent in a Multi-Agent World (MAAMAW'01), May 2001, Annecy, France |
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Towards Adaptive Fault-Tolerance For Distributed Multi-Agent Systems4th European Seminar on Advanced Distributed Systems (ERSADS '2001), 2001, Bertinoro, Italy. pp.195-201 |
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Towards Fault-Tolerant AgentsECOOP'2000 Workshop on Distributed Objects Programming Paradigm, Jun 2000, Cannes, France |
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From Active Objects to Autonomous Agents7th International Conference on Intelligent Systems (ICIS'98), Jul 1998, Paris, France |
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Building Agents as an Extension of Active Objects - Application to the Simulation of Economic Models4ème Colloque Africain sur la Recherche en Informatique (CARI'98), Oct 1998, Dakar, Senegal. pp.39-54 |
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Des Objets Concurrents aux Agents AutonomesCinquièmes Journées Francophones sur l'Intelligence Artificielle Distribuée et les Systèmes Multi-Agents (JFIADSMA'97), Apr 1997, La Colle-sur-Loup, France. pp.93-107 |
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In Quest of the Missing Link between Active Objects and Autonomous AgentsEuropean Workshop on Modeling an Autonomous Agent in a Multi-Agent World (MAAMAW'97), May 1997, Ronneby, Sweden |
Apprentissage profond & systèmes multi-agents - Application à la segmentation d'images médicalesJournées Francophones sur les Systèmes Multi-Agents, 2022, Saint Etienne, France. , 2022 |
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Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent LearningSpringer-Verlag, 2008, 978-3-540-77947-6. ⟨10.1007/978-3-540-77949-0⟩ |
Special issue on Software Agents Technology, digital journal of CEPISCouncil of European Professional Informatics Societies, 2004, 1684-5285 |
Deep Learning for Windows Malware AnalysisAlmomani, I., Maglaras, L.A., Ferrag, M.A., Ayres, N. Cyber Malware, Springer International Publishing, pp.119-164, 2024, Security Informatics and Law Enforcement, ⟨10.1007/978-3-031-34969-0_6⟩ |
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False Alarm Reduction: A Profiling Mechanism and New Research DirectionsSecurity and Privacy Management, Techniques, and Protocols, IGI Global, pp.291-320, 2018, ⟨10.4018/978-1-5225-5583-4.ch012⟩ |
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Systèmes multi-agents et SimulationCépaduès Editions. Information, Interaction, Intelligence : le point sur le i[3], ISBN : 9782364930094, pp. 76-120, 2012 |
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A Multi-Agent System for production networks simulation: Toward a pheromone-based model for agents’ coordinationProduction and Manufacturing System Management: Coordination Approaches and Multi-Site Planning, IGI Global, pp.41-57, 2012, 9781466620988. ⟨10.4018/978-1-4666-2098-8.ch003⟩ |
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A Multi-Agent System of Adaptive Production NetworksMulti-Agent Based Simulation, 5683, Springer, pp.49-60, 2009, Lecture Notes in Computer Science, ⟨10.1007/978-3-642-13553-8_5⟩ |
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DARX - A Self-Healing Framework for AgentsReliable Systems on Unreliable Networked Platforms, Revised Selected Papers of the 12th Monterey Workshop, 4322, Springer-Verlag, pp.88-105, 2007, Lecture Notes in Computer Science (LNCS), 978-3-540-71155-1. ⟨10.1007/978-3-540-71156-8_5⟩ |
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An adaptive approach for the exploration-exploitation dilemma and its application to economic systemsLearning and Adaptation in MAS, 3898, Springer-Verlag, pp.165-176, 2006, Lecture Notes in Computer Science, 978-3-540-33053-0. ⟨10.1007/11691839_10⟩ |
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Towards fault-tolerant massively multiagent systemsMassively Multi-Agent Systems, 3446, Springer-Verlag, pp.55-69, 2005, Lecture Notes in Computer Science, 978-3-540-26974-8. ⟨10.1007/11512073_5⟩ |
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Firms Adaptation in Dynamic Economic SystemsArtificial economics: Agent-based methods in finance, game theory and their application, 564, Springer-Verlag, pp.53-64, 2005, Lecture Notes in Economics and Mathematica Systems, ⟨10.1007/3-540-28547-4_5⟩ |
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A Roadmap of Agent-Oriented Software Engineering: The European Agentlink Perspective.Methodologies and Software Engineering for Agents Systems, Kluwer Academic Publishers, pp.430-450, 2004, 978-1402080579 |
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Dynamic and Adaptive Replication for Large-Scale Reliable Multi-Agent SystemsSoftware Engineering for Large-Scale Multi-Agent Systems, 2603, Springer, pp.182-198, 2003, Lecture Notes in Computer Science, 978-3-540-08772-4. ⟨10.1007/3-540-35828-5_12⟩ |
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Models of Social Influence: A Survey[Research Report] CReSTIC, Université de Reims. 2020 |
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Systèmes multiagents adaptatifs[Rapport de recherche] lip6.2000.012, LIP6. 2000 |
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From Active Objects to Autonomous Agents[Research Report] lip6.1998.015, LIP6. 1998 |