Bénédicte Le Grand
68
Documents
Publications
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Mean Absolute Percentage Error for regression modelsNeurocomputing, 2016, Advances in artificial neural networks, machine learning and computational intelligence — Selected papers from the 23rd European Symposium on Artificial Neural Networks (ESANN 2015), 192, pp.38 - 48. ⟨10.1016/j.neucom.2015.12.114⟩
Journal articles
hal-01312590v2
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Introduction. Méthodes empiriques et expérimentales en ingénierie des SIRevue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2015, 20 (6), pp.7 - 9
Journal articles
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Multi-ego-centered communities in practiceSocial Network Analysis and Mining, 2014, 4 (1), pp.180. ⟨10.1007/s13278-014-0180-x⟩
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Studying Graph Dynamics Through Intrinsic Time Based Diffusion AnalysisApplications of Social Media and Social Network Analysis, 2014
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Visualisation de grands réseaux dynamiques: Application à la détection d'anomalies de routage dans l'Internet.Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2013, 26 (4), pp.409-427. ⟨10.3166/ria.26.409-427⟩
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Towards multi-ego-centered communities: a node similarity approachInternational Journal of Web Based Communities, 2013, 9 (3), pp.299-322. ⟨10.1504/ijwbc.2013.054906⟩
Journal articles
hal-00823315v1
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IoT Botnet Detection using Black-box Machine Learning Models: the Trade-off between Performance and Interpretability2021 IEEE 30th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), Oct 2021, Bayonne, France. pp.101-106, ⟨10.1109/WETICE53228.2021.00030⟩
Conference papers
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Le Machine Learning pour un Context Mining FacilityINFORSID 2021, Jun 2021, Dijon, France. pp.107-110
Conference papers
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Machine Learning for a Context Mining Facility16th Workshop on Context and Activity Modeling and Recognition, Mar 2020, Austin, United States. pp.678
Conference papers
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Challenges in Knowledge Intensive Process Management2019 IEEE 23rd International Enterprise Distributed Object Computing Workshop (EDOCW), Oct 2019, Paris, France. pp.65-74, ⟨10.1109/EDOCW.2019.00023⟩
Conference papers
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Twitter User Profiling Model Based on Temporal Analysis of Hashtags and Social Interactions22nd International Conference on Applications of Natural Language to Information Systems (NLDB 2017), Jun 2017, Liège, Belgium. pp.124-130, ⟨10.1007/978-3-319-59569-6_12⟩
Conference papers
hal-01549588v1
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New Hashtags' Weighting Schemes for Hashtag and User Recommendation on Twitter14th IEEE/ACS International Conference on Computer Systems and Applications, AICCSA 2017, Oct 2017, Hammamet (TUN), Tunisia
Conference papers
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Extraction de connaissances dans les Systèmes d'Information Pervasifs par l'Analyse Formelle de ConceptsExtraction et Gestion des Connaissances (EGC 2016), Jan 2016, Reims France. pp.291-296
Conference papers
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Semantics of Higraphs for Process Modeling and AnalysisAdaptiveCM 2016 – 5th International Workshop on Adaptive Case Management and other non-workflow approaches to BPM, Sept. 2016, Vienna, Austria.
Conference papers
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Towards an Automatic Extraction of Smartphone Users' Contextual BehaviorsIEEE 10th International Conference on Research Challenges in Information Science (RCIS), Jun 2016, Grenoble, France
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Modeling Business Processes for Automated Crisis Management Support: Lessons LearnedIEEE Ninth International Conference on Research Challenges in Information Science, May 13-15 2015, Athens, Greece, May 2015, Athens, Greece
Conference papers
hal-01152727v1
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Déplier la structure communautaire d’un réseau en mesurant la proximité aux représentants de communautéSixième conférence Modèles et Analyses Réseau : Approches Mathématiques et Informatiques (MARAMI 2015), Oct 2015, Nîmes, France. ⟨10.3166/RIA.28.1-12⟩
Conference papers
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Modeling crisis management process from goals to scenariosAdaptiveCM 2015 – 4th International Workshop on Adaptive Case Management and other non-workflow approaches to BPM, Aug 2015, Innsbruck, Austria
Conference papers
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Reducing offline evaluation bias of collaborative filtering algorithmsEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium. pp.137-142
Conference papers
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Study of a bias in the offline evaluation of a recommendation algorithm11th Industrial Conference on Data Mining, ICDM 2015, Jul 2015, Hamburg, Germany. pp.57-70
Conference papers
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Using the Mean Absolute Percentage Error for Regression ModelsEuropean Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2015, Bruges, Belgium
Conference papers
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Modeling and Animation of Crisis Management Process with Statecharts14th International Conference on Perspectives in Business Informatics Research (BIR 2015), Aug 2015, Tartu, Estonia
Conference papers
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Restitution aux enseignants de l'évaluation des apprentissages dans des EIAHAtelier Évaluation des Apprentissages et Environnements Informatiques de la conférence EIAH 2015 (Environnements Informatiques pour l'Apprentissage Humain),, Jun 2015, Agadir, Maroc
Conference papers
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Consistance de la minimisation du risque empirique pour l'optimisation de l'erreur relative moyenne47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Conference papers
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Refinement Strategies for Correlating Context and User Behavior in Pervasive Information SystemsInternational Workshop on Big Data and Data Mining Challenges on IoT and Pervasive Systems (BigD2M 2015), Jun 2015, London, United Kingdom. ⟨10.1016/j.procs.2015.05.103⟩
Conference papers
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Investigation visuelle d'événements dans un grand flot de liens.EGC 2014, Jan 2014, Rennes, France
Conference papers
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On the use of intrinsic time scale for dynamic community detection and visualization in social networks8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861033⟩
Conference papers
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Learning a proximity measure to complete a community 2014 International Conference on Data Science and Advanced Analytics (DSAA2014), Oct 2014, Shanghai, China. pp.90-96, ⟨10.1109/DSAA.2014.7058057⟩
Conference papers
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A user-centric vision of service-oriented Pervasive Information SystemsIEEE RCIS 2014, May 2014, Marrakesh, Morocco. pp.359-370
Conference papers
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Complétion de communautés par l'apprentissage d'une mesure de proximitéALGOTEL 2014 -- 16èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2014, Le Bois-Plage-en-Ré, France. pp.1-4
Conference papers
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Reducing Offline Evaluation Bias in Recommendation Systems23rd annual Belgian-Dutch Conference on Machine Learning (Benelearn 2014), Jun 2014, Bruxelles, Belgium. pp.55-62
Conference papers
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Unified and Conceptual Context Analysis in Ubiquitous EnvironmentsThe Eighth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies, Aug 2014, Rome, Italy. pp.8
Conference papers
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Visual Analysis of Complex Networks for Business Intelligence with Gephi1st International Symposium on Visualisation and Business Intelligence, in conjunction with the 17th International Conference Information Visualisation, Jul 2013, London, United Kingdom. pp.307-312, ⟨10.1109/IV.2013.39⟩
Conference papers
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CAPE: Context-Aware Agile Business Process EngineWorkshop GT EASY-DIM 2013 : Vers l'Ingénierie d'Entreprise de demain : les enjeux d'une maquette numérique de l'entreprise, May 2013, France
Conference papers
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Déplier les structures communautaires egocentrées - une approche à base de similaritéAtelier Fouille de Grands Graphes - EGC, Jan 2013, Toulouse, France
Conference papers
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A Matter of Time - Intrinsic or Extrinsic - for Diffusion in Evolving Complex NetworksConference on Advances in Social Networks Analysis and Mining, Aug 2013, Niagara Falls, Canada. pp.202-206, ⟨10.1145/2492517.2492634⟩
Conference papers
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Une approche à base de proximité pour la détection de communautés egocentrées15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), May 2013, Portnic, France. pp.1-4
Conference papers
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CAPE: Context-Aware Agile Business Process EngineWorkshop GT EASY-DIM 2013 : Vers l'Ingénierie d'Entreprise de demain : les enjeux d'une maquette numérique de l'entreprise, May 2013, Paris, France. pp.8-11
Conference papers
hal-00834104v1
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A data-driven analysis to question epidemic models for citation cascades on the blogosphere7th International AAAAI Conference on Weblogs and Social Media, ICWSM 2012, Jul 2013, Boston, United States. pp.00
Conference papers
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Unfolding ego-centered community structures with "a similarity approach"The 4th Workshop on Complex Networks CompleNet 2013, Mar 2013, Berlin, Germany. pp.145-153, ⟨10.1007/978-3-642-36844-8_14⟩
Conference papers
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Monitoring User-System Interactions through Graph-Based Intrinsic Dynamics Analysis7th IEEE International Conference on Research Challenges in Information Science, May 2013, Paris, France. pp.1-10, ⟨10.1109/RCIS.2013.6577695⟩
Conference papers
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Context-Aware Agile Business Process Engine: Foundations and ArchitectureProceedings of the 14th Working Conference on Business Process Modeling, Development, and Support ( BPMDS 2013)., Jun 2013, Valence, Spain
Conference papers
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Suivi de la Dynamique Intrinsèque des Interactions entre Utilisateur et SI31ème Congrès INFormatique des ORganisations et Systèmes d'Information et de Décision, May 2013, Paris, France
Conference papers
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Espace de Services : Vers une formalisation des Systèmes d'Information PervasifsXXXIème Congrès INFORSID 2013 : Informatique des Organisations et Systèmes d'Information et de Décision, May 2013, Paris, France. pp.215-223
Conference papers
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Towards A Redefinition of Time in Information Networks?WebSci 2013 - 5th Annual ACM Web Science Conference, May 2013, Paris, France. pp.158-161, ⟨10.1145/2464464.2464498⟩
Conference papers
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Systèmes d'Information Pervasifs et Espaces de Services : Définition d'un cadre conceptuelUbiMob 2013 : 9èmes journées francophones Mobilité et Ubiquité, Jun 2013, Nancy, France. pp.sciencesconf.org:ubimob2013:19119
Conference papers
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File Diffusion in a Dynamic Peer-to-peer NetworkMining Social Network Dynamic 2012 Workshop (MSND), In conjunction with the international conference World Wide Web WWW 2012, Apr 2012, Lyon, France. pp.1169-1172, ⟨10.1145/2187980.2188257⟩
Conference papers
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Une mesure de similarité contextuelle pour l'aide à la navigation dans un treillisExtraction et gestion des connaissances. (EGC'2008), Jan 2008, Sophia-Antipolis, France. pp.103-114
Conference papers
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FCA for contextual semantic navigation and information retrieval in heterogeneous information systemsDEXA 2007 - 18th International Conference on Database and Expert Systems Applications, Sep 2007, Regensburg, Germany. pp.534-539, ⟨10.1109/DEXA.2007.147⟩
Conference papers
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Sémantique et contextes conceptuels pour la recherche d'informationEGC 2007 - 5èmes journées Extraction et Gestion des Connaissances, Jan 2007, Namur, Belgique. pp.575-586
Conference papers
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Semantic and Conceptual Context-Aware Information RetrievalIEEE/ACM International Conference on Signal-Image Technology & Internet-Based Systems. (SITIS 2006), Dec 2006, Hammamet, Tunisia. pp.322-332
Conference papers
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Visualizing Topic MapsXML Scandinavia'2000 conference, May 2000, Göteborg, Sweden. pp.10
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Semantic Social Networks AnalysisSpringer. Semantic Social Networks Analysis, 2nd edition, 2018
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Context Management and Intention Mining for Adaptive Systems in Mobile Environments: from Business Process Management to Video Games?Digital Interfaces in Situation of Mobility: Cognitive, Artistic and Game devices, 2016
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Semantic Social Networks AnalysisEncyclopedia of Social Network Analysis and Mining (ESNAM), Springer New York, pp.1659-1669, 2014
Book sections
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Multi-ego-centered communitiesComplex Networks, Cambridge Scholars Publishing, pp.76-111, 2014
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Automated Guidance for Case Management: Science or Fiction?Empowering Knowledge Workers: New Ways to Leverage Case Management, Future Strategies Inc., pp.224, 2013, BPM and Workflow Handbook Series, 978-0-984976478
Book sections
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Metadata- and Ontology- Based Semantic Web MiningWeb Semantics and Ontology, Idea Group Publishing, pp.259-296, 2006
Book sections
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