CV Martine Collard

Didier Henry, Erick Stattner, Martine Collard. Filter hashtag context through an original data cleaning method. Procedia Computer Science, Elsevier, 2018, The 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018) / The 8th International Conference on Sustainable Energy Information Technology (SEIT-2018), 130, pp.464-471. ⟨10.1016/j.procs.2018.04.050⟩. ⟨hal-01806156⟩

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, IGI Global, 2017. ⟨hal-01637538⟩

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, The series Studies in Computational Intelligence, Volume 665, pp 255-276. ⟨10.1007/978-3-319-45763-5_13⟩. ⟨hal-01514227⟩

Erick Stattner, Martine Collard. Descriptive Modeling of Social Networks. Procedia Computer Science, Elsevier, 2015, 52, pp. 226-233. ⟨10.1016/j.procs.2015.05.505⟩. ⟨hal-01312383⟩

Erick Stattner, Martine Collard. Matching of communities and frequent conceptual links. Social Network Analysis and Mining, Springer, 2014, ⟨10.1007/s13278-014-0197-1⟩. ⟨hal-01312313⟩

Erick Stattner, Martine Collard. From Frequent Features to Frequent Social Links. International Journal of Information System Modeling and Design, IGI Global, 2013, 4 (3), pp.1-21. ⟨hal-00786166⟩

Erick Stattner, Martine Collard, Nicolas Vidot. D2SNet: Dynamics of diffusion and dynamic human behaviour in social networks. Computers in Human Behavior, Elsevier, 2013, 29 (2), pp.496-509. ⟨10.1016/j.chb.2012.06.004⟩. ⟨hal-00786164⟩

Martine Collard, Philippe Collard, Erick Stattner. Mobility and Information Flow: Percolation in a Multi-Agent Model. Procedia CS, 2012, 10, pp.22-29. ⟨10.1016/j.procs.2012.06.007⟩. ⟨hal-00767043⟩

Erick Stattner, Martine Collard, Nicolas Vidot. Network-Based Modeling in Epidemiology: An Emphasis on Dynamics. International Journal of Information System Modeling and Design, IGI Global, 2012, 3 (3), pp.46-65. ⟨10.4018/jismd.2012070103⟩. ⟨hal-00700105⟩

Wilfried Segretier, Martine Collard, Laurent Brisson, Jean-Émile Symphor. Variable optimization for flood prediction. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2011, 16 (3), pp.113-139. ⟨10.3166/isi.16.3.113-139⟩. ⟨hal-00840738⟩

Laurent Brisson, Martine Collard. How to Semantically Enhance a Data Mining Process?. Lecture Notes in Business Information Processing, Springer-Verlag, 2009, 13, pp.103-116. ⟨hal-00476279⟩

Nicolas Pasquier, Claude Pasquier, Laurent Brisson, Martine Collard. Mining gene expression data using domain knowledge. International Journal of Software and Informatics (IJSI), ISCAS, 2008, 2 (2), pp.215-231. ⟨hal-00361427⟩

Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez. Analyse des groupes de gènes co-exprimés : un outil automatique pour l'interprétation des expériences de biopuces (version étendue). Revue des Nouvelles Technologies de l'Information, Hermann, 2008, Classification : points de vue croisés, Chapitre XXI. ⟨hal-00361718⟩

Ricardo Martinez, Martine Collard. Extracted knowledge interpretation in mining biological data: A survey. International Journal of Computer Science & Applications, 2007, 4 (2), pp.145-163. ⟨hal-00476710⟩

Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez. Co-expressed Gene Groups Analysis (CGGA): An Automatic Tool for the Interpretation of Microarray Experiments. Journal of Integrative Bioinformatics, Informationsmanagement in der Biotechnologie e.V. (IMBio e.V.), 2006, 3 (12), pp.1-12. ⟨hal-00172501⟩

Didier Henry, Erick Stattner, Martine Collard. WorldSpread: un modèle de propagation de l'information entre populations. Extraction et Gestion des Connaissances 2019 (EGC 2019), Jan 2019, Metz, France. ⟨hal-02008310⟩

Didier Henry, Erick Stattner, Martine Collard. Information Propagation Routes between Countries in Social Media. Companion of the The Web Conference 2018, Apr 2018, Lyon, France. ⟨10.1145/3184558.3191569⟩. ⟨hal-01806148⟩

Erick Stattner, Martine Collard. Suivi de l'évolution de Clusters de Liens dans des Réseaux Sociaux Dynamiques. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France. pp.189-200. ⟨hal-01514245⟩

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), Jan 2017, Grenoble, France. pp.435-436. ⟨hal-01514246⟩

Didier Henry, Erick Stattner, Martine Collard. Social media, diffusion under influence of parameters : survey and perspectives. The 8th International Conference on Ambient Systems, Networks and Technologies( ANT), May 16-19, 2017, Madeira, Portugal, May 2017, Madeira, Portugal. pp.376-383, ⟨10.1016/j.procs.2017.05.404⟩. ⟨hal-01586512⟩

Erick Stattner, Eugenie Reynald, Martine Collard. PALM: A Parallel Mining Algorithm for Extracting Maximal Frequent Conceptual Links from Social Networks. International Conference on Database and Expert Systems Applications, 2017, Lyon, France. pp 259-274, ⟨10.1007/978-3-319-64471-4_21⟩. ⟨hal-01637554⟩

Erick Stattner, Martine Collard. Link Clustering for Extracting Collaborative Patterns in a Scientific Co-Authored Network. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2017, Sydney, Australia. pp.1002-1008 ⟨10.1145/3110025.3110146⟩. ⟨hal-01637563⟩

Laurent Brisson, Philippe Collard, Martine Collard, Erick Stattner. Information Dissemination in scale-free networks: Profusion versus Scarcity. International Conference on Complex Networks and Their Applications (COMPLEX NETWORK), 2017, Lyon, France. pp.909-920, ⟨10.1007/978-3-319-72150-7_73⟩. ⟨hal-01637573⟩

Erick Stattner, Eugenie Reynald, Martine Collard. How do we spread on Twitter?. IEEE International Conference on Research Challenges in Information Science (RCIS), May 2015, Athens, Greece. pp.334 - 341, ⟨10.1109/RCIS.2015.7128894⟩. ⟨hal-01312382⟩

Martine Collard, Philippe Collard, Laurent Brisson, Erick Stattner. Rumor Spreading Modeling: Profusion versus Scarcity. ASONAM 2015 : IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2015, Paris, France. pp.1547 - 1554, ⟨10.1145/2808797.2809299⟩. ⟨hal-01252936⟩

Erick Stattner, Martine Collard. Clusters dans les réseaux sociaux : intersections entre liens conceptuels fréquents et communautés. Extraction et gestion des connaissances, Jan 2014, Rennes, France. pp.113-124. ⟨hal-01312560⟩

Erick Stattner, Martine Collard. Comment Devenir Cybercondriaque ?. Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France. pp.589-592. ⟨hal-01514251⟩

Erick Stattner, Martine Collard. Modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI). Conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI), Oct 2013, Saint-Etienne, France. pp 40-52. ⟨hal-01514249⟩

Erick Stattner, Martine Collard. Dynamiques globales et locales dans un réseau de télécommunications. Conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques, 2013, Saint-Etienne, France. pp.1-10. ⟨hal-00873990⟩

Erick Stattner, Martine Collard. Frequent conceptual links and link-based clustering: A comparative analysis of two clustering techniques. 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), 2013, Niagara falls, Canada. pp.1-8. ⟨hal-00874351⟩

Martine Collard, Philippe Collard, Erick Stattner. Simulating human mobility and information diffusion. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013, Niagara falls, Canada. pp.1-5. ⟨hal-00874344⟩

Wilfried Segretier, Martine Collard. SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. Discovery Science, Oct 2013, Singapour, Singapore. pp 185-200, ⟨10.1007/978-3-642-40897-7_13⟩. ⟨hal-00878780⟩

Erick Stattner, Martine Collard. Towards a hybrid algorithm for extracting maximal frequent conceptual links in social networks. IEEE International Conference on Research Challenges in Information Science, 2013, Paris, France. pp.1-8. ⟨hal-00841699⟩

Wilfried Segretier, Manuel Clergue, Martine Collard, Luis Izquierdo. An evolutionary data mining approach on hydrological data with classifier juries. IEEE Congress on Evolutionary Computation 2012, Jun 2013, Brisbane, Australia. pp.1-8, ⟨10.1109/CEC.2012.6252897⟩. ⟨hal-00840739⟩

Wilfried Segretier, Martine Collard, Manuel Clergue. Evolutionary predictive modelling for flash floods. Congress on Evolutionary Computation (CEC) 2013, Jun 2013, Cancun, Mexico. pp.844 - 851, ⟨10.1109/CEC.2013.6557656⟩. ⟨hal-00847582⟩

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, Jun 2013, Atlanta, United States. pp.1-6. ⟨hal-00840741⟩

Erick Stattner, Martine Collard. How to extract frequent links with frequent itemsets in social networks?. Research Challenges in Information Science (RCIS), 2012, Vallence, Spain. pp.1-10, ⟨10.1109/RCIS.2012.6240432⟩. ⟨hal-00767039⟩

Erick Stattner, Martine Collard. MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks. Database and Expert Systems Applications (DEXA), 2012, Vienna, Austria. pp.468-483, ⟨10.1007/978-3-642-32600-4_35⟩. ⟨hal-00767052⟩

Erick Stattner, Martine Collard. Frequent Links: An Approach That Combines Attributes and Structure for Extracting Frequent Patterns in Social Networks. Advances in Databases and Information Systems (ADBIS), 2012, Poznań, Poland. pp.371-384, ⟨10.1007/978-3-642-33074-2_28⟩. ⟨hal-00767050⟩

Erick Stattner, Martine Collard. Extraction de Liens Fréquents dans les Réseaux Sociaux. Extraction et gestion des connaissances (EGC), 2012, Bordeaux, France. pp.441-446. ⟨hal-00768408⟩

Erick Stattner, Martine Collard. GT-FLMin: Un Outil Graphique pour l'Extraction de Liens Fréquents dans les Réseaux Sociaux. Extraction et gestion des connaissances (EGC), 2012, Bordeaux, France. pp.621-624. ⟨hal-00768426⟩

Erick Stattner, Martine Collard. FLMin: An Approach for Mining Frequent Links in Social Networks. Networked Digital Technologies (NDT), 2012, Dubai, United Arab Emirates. pp.449-463, ⟨10.1007/978-3-642-30567-2_38⟩. ⟨hal-00768431⟩

Wilfried Segretier, Martine Collard, Grandchamp Enguerran. An heuristic-based approach for merging layers information in a GIS. GeoProcessing, Jan 2012, Valence, Spain. ⟨hal-01313394⟩

Wilfried Segretier, Martine Collard, Enguerran Grandchamp. A Heuristic-based Approach for Merging Layers Information in a GIS. GEOProcessing 2012, Jan 2012, Valencia, Spain. pp.190-197. ⟨hal-00679555⟩

Erick Stattner, Martine Collard. Social-Based Conceptual Links: Conceptual Analysis Applied to Social Networks. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2012, Istanbul, Turkey. pp.25-29, ⟨10.1109/ASONAM.2012.15⟩. ⟨hal-00786161⟩

Erick Stattner, Nicolas Vidot, Philippe Hunel, Martine Collard. Wireless sensor network for habitat monitoring: A counting heuristic. Local Computer Networks (LCN), 2012, Clearwater, United States. pp.753 - 760, ⟨10.1109/LCNW.2012.6424060⟩. ⟨hal-00786165⟩

Erick Stattner, Martine Collard, Nicolas Vidot. Sociability vs Network Dynamics: Impact of Two Aspects of Human Behavior on Diffusion Phenomena. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2012, Istanbul, Turkey. pp.618-622, ⟨10.1109/ASONAM.2012.104⟩. ⟨hal-00786162⟩

Erick Stattner, Martine Collard. Vers une Analyse Conceptuelle des Réseaux Sociaux. Conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques (MARAMI), 2012, Paris, France. pp.47-56. ⟨hal-00786167⟩

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, Mykonos, Greece. pp.1-9. ⟨hal-00768405⟩

Erick Stattner, Martine Collard, Nicolas Vidot. Diffusion in Dynamic Social Networks: Application in Epidemiology. Database and Expert Systems Applications - 22nd International Conference, DEXA 2011, 2011, Toulouse, France. pp.559-573, ⟨10.1007/978-3-642-23091-2_49⟩. ⟨hal-00614925⟩

Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot. Wireless sensor networks for social network data collection. IEEE 36th Conference on Local Computer Networks (LCN), 2011, Bonn, Germany. pp.867-874, ⟨10.1109/LCN.2011.6115565⟩. ⟨hal-00656113⟩

Erick Stattner, Philippe Hunel, Nicolas Vidot, Martine Collard. Acoustic scheme to count bird songs with wireless sensor networks. International Symposium on a World of Wireless, Mobile and Multimedia Networks, Jun 2011, Lucca, Italy. pp.1-3, ⟨10.1109/WoWMoM.2011.5986215⟩. ⟨hal-00618563⟩

Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot. A Data Collection Framework for Tracking Collective Behaviour Patterns. Fourth IEEE International Conference on Research Challenges in Information Science(RCIS 2010), May 2010, France. pp.43-50. ⟨hal-00601642⟩

Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot. Detecting movement patterns with wireless sensor networks: application to bird behavior. 8th International Conference on Advances in Mobile Computing and Multimedia (MOMM 2010), Nov 2010, France. pp.251-258. ⟨hal-00601641⟩

Abdoulaye Guissé, Khaled Khelif, Martine Collard. PatClust: une plateforme pour la classification sémantique des brevets. IC2009, 2009, Hammamet, Tunisie. pp.AFIA2009. ⟨hal-00707738⟩

Laurent Brisson, Martine Collard. An ontology driven data mining process. International Conference on Enterprise Information Systems, Jun 2008, Barcelone, Spain. pp.54-61. ⟨ird-00842979⟩

Laurent Brisson, Martine Collard, Nicolas Pasquier. Ontologie et base de connaissances pour le pré-traitement et post-traitement en fouille de données. Atelier Fouille de Données Complexe de la conférence EGC'2006 sur l'Extraction et la Gestion des Connaissances, Jan 2006, Lyon, France. pp. 13-26. ⟨hal-00362768⟩

Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard. Analyse des groupes de gènes co-exprimés : un outil automatique pour l'interpretation des expériences de biopuces. SFC'2006 Conference, May 2006, Metz, France. 10 p. ⟨hal-00363018⟩

Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez. Analyse des groupes de gènes co-exprimés (AGGC) : un outil automatique pour l’interpretation des expériences de biopuces. 13ème Rencontres de la Société Francophone de Classification (SFC’06), Sep 2006, Metz, France. ⟨hal-01151505⟩

Laurent Brisson, Martine Collard, Nicolas Pasquier. Improving the knowledge discovery process using ontologies. IEEE MCD'2005 international workshop on Mining Complex Data, Nov 2005, Houston, United States. pp.25-32. ⟨hal-00363017⟩

Laurent Brisson, Nicolas Pasquier, Céline Hébert, Martine Collard. HASAR: mining sequential association rules for atherosclerosis risk factor analysis. PKDD'04 Discovery Challenge on risk factors of patients with atherosclerosis co-located with the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases PKDD'04, 2004, Italy. pp.14-25. ⟨hal-00324803⟩

Laurent Brisson, Martine Collard, K. Le Brigand, P. Barbry. KTA: A framework for integrating expert knowledge and experiment memory in transcriptome analysis. Proceedings of OntoKDD workshop in ECML/PKDD Conference, 2004, PISE, Italy. ⟨hal-00088761⟩

Martine Collard, Leila Kefi-Khelif, Tran van Trang, Olivier Corby. A Data warehousing approach for Genomics Data Meta-Analysis. Pedro Furtado. Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions, Information Science Reference, pp.129-161, 2009. ⟨hal-00468097⟩

Martine Collard, Colette Rolland. Research Challenges in Information Science. IEEE Xplore. RCIS 2011, May 2011, France. IEEE, 2011, Research Challenges in Information Science (RCIS), 2011 Fifth International Conference on, 978-1-4244-86659-4. ⟨hal-01080994⟩

Martine Collard. Fouille de données, Contributions Méthodologiques et Applicatives. Intelligence artificielle [cs.AI]. Université Nice Sophia Antipolis, 2003. ⟨tel-01059407⟩