Publications

Thèse et HDR:
  • Habilitation à diriger des Recherches (HDR) – 11 Décembre 2018
    Erick Stattner
    Extraction de Connaissances dans les Réseaux Sociaux: Structure, Volume, Dynamique et Influence
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  • Thèse de doctorat – 10 Décembre 2012
    Erick Stattner

    Contributions à l’étude des réseaux sociaux : propagation, fouille, collecte de données
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Revues internationales:
  1. Erick Stattner, Martine Collard
    Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks
    Advances in Knowledge Discovery and Management (AKDM), 2017, Springer
  2. Martine Collard, Philippe Collard, Erick Stattner
    The Eternal-Return model of human mobility and its impact on information flow
    Graph Theoretic Approaches for Analyzing Large Scale Social Networks, 2016, IGI
  3. Erick Stattner
    Involvement of node attributes in the link formation process into a telecommunication network
    Social Network Analysis and Mining (SNAM), 2015, Springer
  4. Erick Stattner, Martine Collard
    Matching of communities and frequent conceptual links
    Social Network Analysis and Mining (SNAM), 2014, Springer
  5. Erick Stattner, Martine Collard, Nicolas Vidot
    D2SNet: Dynamics of diffusion and dynamic human behaviour in social networks
    Computers in Human Behavior (CHB), 2013, Elseiver
  6. Erick Stattner, Martine Collard
    From Frequent Features to Frequent Social Links.
    International Journal of Information System Modeling and Design (IJISMD), 2013, IGI-Global
  7. Erick Stattner, Martine Collard, Nicolas Vidot
    Network-Based Modeling in Epidemiology: An Emphasis on Dynamics.
    International Journal of Information System Modeling and Design (IJISMD), 2012, IJI-Global,
Conférences internationales avec actes:
  1. Erick Stattner and Nathan Jadoul
    Climate data analytics applied to sugar cane crop in the french west indies.
    IEEE International Conference on Data Mining (ICDM), Workshop on Data Mining in Earth System Science and Data Mining in Climate Change Impact, Mitigation and Human Behavior (DMESS-DMCIH), 2019, IEEE
  2. Didier Henry, Nathan Jadoul, Reynald Eugenie, and Erick Stattner
    Climate change perception in scientific and public sphere
    IEEE International Conference on Data Mining (ICDM), Workshop on Data Mining in Earth System Science and Data Mining in Climate Change Impact, Mitigation and Human Behavior (DMESS-DMCIH), 2019, IEEE
  3. Didier Henry and Erick Stattner
    Predictive models for early detection of hoax spread in twitter.
    IEEE International Conference on Data Mining (ICDM), Workshop on Big Social Media Data Management and Analysis (BSMDMA), 2019, IEEE
  4. Nathan Jadoul, Erick Stattner
    Climate Change Data Analysis: Case study of Banana in the French West Indies
    International Database Engineering & Applications Symposium (IDEAS), 2019, ACM
  5. Didier Henry, Erick Stattner, Martine Collard
    Filter hashtag context through an original data cleaning method.
    Ambient Systems, Networks and Technologies (ANT) 2018, Springer
  6. Didier Henry, Erick Stattner, Martine Collard
    Information Propagation Routes between Countries in Social Media.
    International World Wide Web Conferences (WWW) – Companion Volume 2018, ACM
  7. Erick Stattner, Martine Collard
    Link Clustering for Extracting Collaborative Patterns in a Scientific Co-Authored Network.
    Advances in Social Network Analysis and Mining (ASONAM), 2017, IEEE/ACM
  8. Erick Stattner, Reynald Eugenie, Martine Collard
    PALM: A Parallel Mining Algorithm for Extracting Maximal Frequent Conceptual Links from Social Networks
    International Conference on Database and Expert Systems Applications (DEXA), 2017, Springer
  9. Didier Henry, Erick Stattner, Martine Collard
    Social media, diffusion under influence of parameters : survey and perspectives
    International Conference on Ambient Systems, Networks and Technologies (ANT), 2017,Elseiver
  10. Laurent Brisson, Martine Collard, Philippe Collard, Erick Stattner
    Information Dissemination in scale-free networks: Profusion versus Scarcity
    International Conference on Complex Networks and Their Applications (Complex Network), 2017, Springer
  11. Didier Henry, Erick Stattner
    Understanding Diffusion Behaviors Through Individual Characteristics
    The Caribbean Academy of Sciences (CAS), 2016, HAL
  12. Erick Stattner, Reynald Eugenie, Martine Collard
    How Do We Spread on Twitter?
    Research Challenges in Information Science (RCIS), 2015, IEEE
  13. Erick Stattner, Martine Collard
    Descriptive Modeling of Social Networks
    International Conference on Ambient Systems, Networks and Technologies (ANT), 2015, Elseiver
  14. Martine Collard, Philippe Collard, Laurent Brisson, Erick Stattner
    Rumor Spreading Modeling: Profusion versus Scarcity
    Advances in Social Network Analysis and Mining (ASONAM), 2015, IEEE/ACM
  15. Erick Stattner
    Link Formation in a Telecommunication Network
    Research Challenges in Information Science (RCIS), 2014, IEEE
  16. Erick Stattner, Martine Collard
    Frequent conceptual links and link-based clustering: A comparative analysis of two clustering techniques.
    Advances in Social Network Analysis and Mining (ASONAM), 2013, IEEE/ACM
  17. Martine Collard, Philippe Collard, Erick Stattner
    Simulating human mobility and information diffusion.
    Advances in Social Network Analysis and Mining (ASONAM), 2013, IEEE/ACM
  18. Erick Stattner, Wilfried Segretier, Martine Collard, Philippe Hunel, Nicolas Vidot
    Song-based Classification techniques for Endangered Bird Conservation.
    ICML 2013 Workshop on Machine Learning for Bioacoustics (ICML4B), ArXiv, 2013
  19. Erick Stattner, Martine Collard
    Towards a hybrid algorithm for extracting maximal frequent conceptual links in social networks.
    Research Challenges in Information Science (RCIS), 2013, IEEE
  20. Erick Stattner, Martine Collard
    Social-Based Conceptual Links: Conceptual Analysis Applied to Social Networks.
    Advances in Social Network Analysis and Mining (ASONAM), 2012, IEEE/ACM
  21. Erick Stattner, Martine Collard
    Sociability vs Network Dynamics: Impact of Two Aspects of Human Behavior on Diffusion Phenomena
    Advances in Social Network Analysis and Mining (ASONAM), 2012, IEEE/ACM
  22. Erick Stattner, Martine Collard
    Frequent Links: An Approach That Combines Attributes and Structure for Extracting Frequent Patterns in Social Networks.
    East-European Conference on Advances in Databases and Information Systems (ADBIS), 2012, Springer
  23. Erick Stattner, Martine Collard
    MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks.
    International Conference on Database and Expert Systems Applications (DEXA), 2012, Springer
  24. Martine Collard, Philippe Collard, Erick Stattner
    Mobility and Information Flow: Percolation in a Multi-Agent Model.
    In The 3rd International Conference on Ambient Systems, Networks and Technologies (ANT), 2012, Elseiver
  25. Erick Stattner, Nicolas Vidot, Philippe Hunel, Martine Collard
    Wireless sensor network for habitat monitoring: A counting heuristic
    International Conference on Local Computer Networks (LCN), 2012, IEEE
  26. Erick Stattner, Martine Collard
    How to extract frequent links with frequent itemsets in social networks?
    Sixth International Conference on Research Challenges in Information Science (RCIS), 2012, IEEE
    (BEST PAPER)
  27. Erick Stattner, Martine Collard
    FLMin: An Approach for Mining Frequent Links in Social Networks.
    Networked Digital Technologies (NDT), 2012, Springer
  28. Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot
    Wireless Sensor Networks for Social Network Data Collection
    International Conference on Local Computer Networks (LCN), 2011, IEEE
  29. Erick Stattner, Martine Collard, Nicolas Vidot
    Diffusion in Dynamic Social Networks: Application in Epidemiology
    International Conference on Database and Expert Systems Applications (DEXA), 2011, Springer
  30. Erick Stattner, Martine Collard, Nicolas Vidot
    Towards Merging Models of Information Spreading and Dynamic Phenomena in Social Networks
    World Summit on the Knowledge Society (WSKS), 2011, Springer
  31. Erick Stattner, Nicolas Vidot
    Social network analysis in epidemiology: Current trends and perspectives
    International Conference on Research Challenges in Information Science (RCIS), 2011, IEEE
  32. Erick Stattner, Philippe Hunel, Nicolas Vidot, Martine Collard
    Acoustic Scheme to Count Bird Songs with Wireless Sensor Networks
    World of Wireless, Mobile and Multimedia Networks, (WOWMOM), 2011, IEEE
  33. Erick Stattner , Martine Collard, Philippe Hunel, Nicolas Vidot
    A Data Collection Framework for Tracking Collective Behaviour Patterns
    International Conference on Research Challenges in Information Science (RCIS), 2010, IEEE
  34. Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot
    Detecting Movement Patterns with Wireless Sensor Networks: Application to Bird Behavior
    International Conference on Advances in Mobile Computing and Multimedia (MOMM), 2010, ACM
  35. Harry Gros-Désormeaux, Philippe Hunel, Nicolas Vidot, Erick Stattner
    Acoustic Counting Algorithms for Wireless Sensor Networks
    Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks (PE-WASUN), 2009, ACM
Conférences nationales avec actes:
  1. Erick Stattner, Didier Henry, and Nathan Jadoul
    Mots-clefs, collaborations, sentiments : Evolutions de la conference egc depuis 2004.
    Conference francophone sur l’extraction et la Gestion des connaissances (EGC), 2020, RNTI
  2. Didier Henry and Erick Stattner
    Modeles predictifs pour la detection precoce des canulars diffuses sur twitter
    Conference francophone sur l’extraction et la Gestion des connaissances (EGC), 2020, RNTI
  3. Didier Henry, Erick Stattner, Martine Collard
    WorldSpread : un modèle de propagation de l’information entre populations.
    Extraction et la Gestion des Connaissances (EGC), 2019, RNTI
  4. E. Stattner, M. Collard
    PALM: Un algorithme parallèle pour extraire des clusters de liens dans les réseaux sociaux
    Extraction et la Gestion des Connaissances (EGC), 2018, RNTI
  5. Erick Stattner, Martine Collard
    Suivi de l’évolution de Clusters de Liens dans des Réseaux Sociaux Dynamiques
    Extraction et Gestion des Connaissances (EGC), 2017, RNTI
  6. Didier Henry, Erick Stattner, Martine Collard
    Une approche innovante pour la compréhension des comportements de diffusion : personnalité et neutralité
    Extraction et Gestion des Connaissances (EGC), 2017, RNTI
  7. Didier Henry, Erick Stattner
    Comportements de diffusion sur les médias sociaux à travers le prisme de la personnalité et de la neutralité
    Big Data et visibilité en ligne : un enjeu pluridisciplinaire de  l’économie numérique, 2017
  8. Erick Stattner
    Défi EGC 2016 Vues Conceptuelles des Collaborations aux Conférences EGC depuis 2004: Une modélisation descriptive.
    Extraction et Gestion des Connaissances (EGC), 2016, RNTI
  9. Erick Stattner
    Comment Diffusons-Nous sur les Réseaux Sociaux?
    Enjeux et Usages des Technologies de l’Information et de la Communication (EUTIC), 2016
  10. Erick Stattner, Martine Collard
    Clusters dans les Réseaux Sociaux: Intersections entre Liens Conceptuels Fréquents et Communautés
    Conférence Internationale sur l’Extraction et la Gestion des Connaissances (EGC), 2014, RNTI
  11. Erick Stattner, Martine Collard
    Comment Devenir Cybercondriaque?
    Conference Internationale sur l’Extraction et la Gestion des Connaissances (EGC), 2014, RNTI
  12. Erick Stattner, Martine Collard
    Dynamiques globales et locales dans un réseau de télécommunications
    Modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI), 2013
  13. Erick Stattner, Martine Collard
    Vers une Analyse Conceptuelle des Réseaux Sociaux
    Modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI), 2012
  14. Erick Stattner, Martine Collard
    Extraction de Liens Fréquents dans les Réseaux Sociaux
    Conference Internationale sur l’Extraction et la Gestion des Connaissances (EGC), 2012, RNTI
  15. Erick Stattner, Martine Collard
    GT-FLMin: Un Outil Graphique pour l’Extraction de Liens Fréquents dans les Réseaux Sociaux.
    Conference Internationale sur l’Extraction et la Gestion des Connaissances (EGC), 2012, RNTI