LAMIA
Membre

Martine COLLARD
Responsable equipe DANAIS
Statut: Professeur des Universités à l'Université des Antilles
Equipe: DATA ANALYTICS AND BIG DATA GATHERING WITH SENSORS
Département: maths-info
Bureau:
: 0590483074
: 0590483086
:

Thèmes de RechercheRecherchePublicationsEnseignementAutres Activités




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Nombre total de publications : 55


Article dans une revue

The Eternal-Return Model of Human Mobility and Its Impact on Information Flow. Martine Collard, Philippe Collard, Erick Stattner - Graph Theoretic Approaches for Analyzing Large-Scale Social Networks, IGI Global, 2017
Clustering of Links and Clustering of Nodes: Fusion of Knowledge in Social Networks. Erick Stattner, Martine Collard - Advances in Knowledge Discovery and Management (AKDM), 2017, The series Studies in Computational Intelligence, Volume 665, pp 255-276. 〈https://link.springer.com/〉. 〈10.1007/978-3-319-45763-5_13〉
Descriptive Modeling of Social Networks. Erick Stattner, Martine Collard - Procedia Computer Science, Elsevier, 2015, 52, pp. 226-233. 〈10.1016/j.procs.2015.05.505〉
Matching of communities and frequent conceptual links. Erick Stattner, Martine Collard - Social Network Analysis and Mining, Springer, 2014, 〈10.1007/s13278-014-0197-1〉
From Frequent Features to Frequent Social Links. Erick Stattner, Martine Collard - International Journal of Information System Modeling and Design, IGI Global, 2013, 4 (3), pp.1-21
D2SNet: Dynamics of diffusion and dynamic human behaviour in social networks. Erick Stattner, Martine Collard, Nicolas Vidot - Computers in Human Behavior, Elsevier, 2013, 29 (2), pp.496-509. 〈10.1016/j.chb.2012.06.004〉
Mobility and Information Flow: Percolation in a Multi-Agent Model. Martine Collard, Philippe Collard, Erick Stattner - Procedia CS, 2012, 10, pp.22-29. 〈10.1016/j.procs.2012.06.007〉
Network-Based Modeling in Epidemiology: An Emphasis on Dynamics. Erick Stattner, Martine Collard, Nicolas Vidot - International Journal of Information System Modeling and Design, IGI Global, 2012, 3 (3), pp.46-65. 〈10.4018/jismd.2012070103〉
Variable optimization for flood prediction. Wilfried Segretier, Martine Collard, Laurent Brisson, Jean-Émile Symphor - 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〉
How to Semantically Enhance a Data Mining Process?. Laurent Brisson, Martine Collard - Lecture Notes in Business Information Processing, Springer-Verlag, 2009, 13, pp.103-116
Mining gene expression data using domain knowledge. Nicolas Pasquier, Claude Pasquier, Laurent Brisson, Martine Collard - International Journal of Software and Informatics (IJSI), ISCAS, 2008, 2 (2), pp.215-231
Analyse des groupes de gènes co-exprimés : un outil automatique pour l'interprétation des expériences de biopuces (version étendue). Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez - Revue des Nouvelles Technologies de l'Information, Hermann, 2008, Classification : points de vue croisés, Chapitre XXI
Extracted knowledge interpretation in mining biological data: A survey. Ricardo Martinez, Martine Collard - International Journal of Computer Science & Applications, 2007, 4 (2), pp.145-163
Co-expressed Gene Groups Analysis (CGGA): An Automatic Tool for the Interpretation of Microarray Experiments. Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez - Journal of Integrative Bioinformatics, Informationsmanagement in der Biotechnologie e.V. (IMBio e.V.), 2006, 3 (12), pp.1-12


Communications avec actes

Social media, diffusion under influence of parameters : survey and perspectives. Didier Henry, Erick Stattner, Martine Collard - The 8th International Conference on Ambient Systems, Networks and Technologies( ANT), May 16-19, 2017, Madeira, Portugal, May 2017, Madeira, Portugal. Elseiver, International Conference on Ambient Systems, Networks and Technologies( ANT), 109, pp.376-383, 2017, The 8th International Conference on Ambient Systems, Networks and Technologies( ANT), May 16-19, 2017, Madeira, Portugal. 〈10.1016/j.procs.2017.05.404〉
Suivi de l'évolution de Clusters de Liens dans des Réseaux Sociaux Dynamiques. Erick Stattner, Martine Collard - RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France. RNTI, Extraction et Gestion des Connaissances (EGC) 2017. Revue des Nouvelles Technologies de l'Information vol.RNTI-E-33, vol. RNTI-E-33, pp.189-200, 2017, EGC 2017. Revue des Nouvelles Technologies de l'Information vol.RNTI-E-33. 〈http://editions-rnti.fr〉
Une approche innovante pour la compréhension des comportements de diffusion : personnalité et neutralité. Didier Henry, Erick Stattner, Martine Collard - RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France. RNTI, RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France., vol. RNTI-E-33, pp.435-436, 2017, RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2017, Grenoble, France
PALM: A Parallel Mining Algorithm for Extracting Maximal Frequent Conceptual Links from Social Networks. Erick Stattner, Eugenie Reynald, Martine Collard - Springer. International Conference on Database and Expert Systems Applications, 2017, Lyon, France. Springer, 28th International Conference on Database and Expert Systems Applications (DEXA), 28th International Conference on Database and Expert Systems Applications (DEXA), pp 259-274, 2017, 〈10.1007/978-3-319-64471-4_21〉
Rumor Spreading Modeling: Profusion versus Scarcity. Martine Collard, Philippe Collard, Laurent Brisson, Erick Stattner - ASONAM 2015 : IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2015, Paris, France. pp.1547 - 1554, 2015, 〈10.1145/2808797.2809299〉
How do we spread on Twitter?. Erick Stattner, Eugenie Reynald, Martine Collard - IEEE. IEEE International Conference on Research Challenges in Information Science (RCIS), May 2015, Athens, Greece. pp.334 - 341, 2015 IEEE 9th International Conference on Research Challenges in Information Science (RCIS). 〈10.1109/RCIS.2015.7128894〉
Clusters dans les réseaux sociaux : intersections entre liens conceptuels fréquents et communautés. Erick Stattner, Martine Collard - RNTI. Extraction et gestion des connaissances, Jan 2014, Rennes, France. RNTI-E-26, pp.113-124, RNTI. Extraction et gestion des connaissances (EGC), 2014, Rennes, France. Hermann-Éditions
Comment Devenir Cybercondriaque ?. Erick Stattner, Martine Collard - RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France. RNTI, RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France, vol. RNTI-E-26, pp.589-592, 2014, RNTI. Extraction et Gestion des Connaissances (EGC), Jan 2014, Rennes, France
Modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI). Erick Stattner, Martine Collard - Conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI), Oct 2013, Saint-Etienne, France. 4ième conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI), Vol. 4, pp 40-52, 2013, 4ième conférence sur les modèles et l’analyse des réseaux : Approches mathématiques et informatiques (MARAMI)
SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. Wilfried Segretier, Martine Collard - Springer. Discovery Science, Oct 2013, Singapour, Singapore. 8140, pp 185-200, 2013, Lecture Notes in Computer Science. 〈10.1007/978-3-642-40897-7_13〉
Song-based Classification techniques for Endangered Bird Conservation. Erick Stattner, Wilfried Segretier, Martine Collard, Philippe Hunel, Nicolas Vidot - ICML 2013 Workshop on Machine Learning for Bioacoustics, Jun 2013, Atlanta, United States. pp.1-6, 2013
Evolutionary predictive modelling for flash floods. Wilfried Segretier, Martine Collard, Manuel Clergue - Congress on Evolutionary Computation (CEC) 2013, Jun 2013, Cancun, Mexico. pp.844 - 851, 2013, 〈10.1109/CEC.2013.6557656〉
An evolutionary data mining approach on hydrological data with classifier juries. Wilfried Segretier, Manuel Clergue, Martine Collard, Luis Izquierdo - IEEE Congress on Evolutionary Computation 2012, Jun 2013, Brisbane, Australia. IEEE, pp.1-8, 2012, 〈10.1109/CEC.2012.6252897〉
Towards a hybrid algorithm for extracting maximal frequent conceptual links in social networks. Erick Stattner, Martine Collard - IEEE International Conference on Research Challenges in Information Science, 2013, Paris, France. pp.1-8, 2013
Dynamiques globales et locales dans un réseau de télécommunications. Erick Stattner, Martine Collard - Conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques, 2013, Saint-Etienne, France. pp.1-10, 2013
Frequent conceptual links and link-based clustering: A comparative analysis of two clustering techniques. Erick Stattner, Martine Collard - IEEE/ACM. 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013), 2013, Niagara falls, Canada. pp.1-8, 2013
Simulating human mobility and information diffusion. Martine Collard, Philippe Collard, Erick Stattner - IEEE/ACM. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2013, Niagara falls, Canada. pp.1-5, 2013
A Heuristic-based Approach for Merging Layers Information in a GIS. Wilfried Segretier, Martine Collard, Enguerran Grandchamp - GEOProcessing 2012, Jan 2012, Valencia, Spain. pp.190-197, 2012
How to extract frequent links with frequent itemsets in social networks?. Erick Stattner, Martine Collard - IEEE. Research Challenges in Information Science (RCIS), 2012, Vallence, Spain. pp.1-10, 2012, 〈10.1109/RCIS.2012.6240432〉
Sociability vs Network Dynamics: Impact of Two Aspects of Human Behavior on Diffusion Phenomena. Erick Stattner, Martine Collard, Nicolas Vidot - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2012, Istanbul, Turkey. pp.618-622, 2012, 〈10.1109/ASONAM.2012.104〉
Social-Based Conceptual Links: Conceptual Analysis Applied to Social Networks. Erick Stattner, Martine Collard - IEEE/ACM. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2012, Istanbul, Turkey. pp.25-29, 2012, 〈10.1109/ASONAM.2012.15〉
Vers une Analyse Conceptuelle des Réseaux Sociaux. Erick Stattner, Martine Collard - Conférence sur les modèles et l'analyse des réseaux : Approches mathématiques et informatiques (MARAMI), 2012, Paris, France. pp.47-56, 2012
Wireless sensor network for habitat monitoring: A counting heuristic. Erick Stattner, Nicolas Vidot, Philippe Hunel, Martine Collard - IEEE. Local Computer Networks (LCN), 2012, Clearwater, United States. pp.753 - 760, 2012, 〈10.1109/LCNW.2012.6424060〉
MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks. Erick Stattner, Martine Collard - Database and Expert Systems Applications (DEXA), 2012, Vienna, Austria. 7446, pp.468-483, 2012, 〈10.1007/978-3-642-32600-4_35〉
Frequent Links: An Approach That Combines Attributes and Structure for Extracting Frequent Patterns in Social Networks. Erick Stattner, Martine Collard - Springer. Advances in Databases and Information Systems (ADBIS), 2012, Poznań, Poland. 7503, pp.371-384, 2012, 〈10.1007/978-3-642-33074-2_28〉
FLMin: An Approach for Mining Frequent Links in Social Networks. Erick Stattner, Martine Collard - Springer. Networked Digital Technologies (NDT), 2012, Dubai, United Arab Emirates. 294, pp.449-463, 2012, 〈10.1007/978-3-642-30567-2_38〉
Extraction de Liens Fréquents dans les Réseaux Sociaux. Erick Stattner, Martine Collard - RNTI. Extraction et gestion des connaissances (EGC), 2012, Bordeaux, France. Hermann-Éditions, 23, pp.441-446, 2012
GT-FLMin: Un Outil Graphique pour l'Extraction de Liens Fréquents dans les Réseaux Sociaux. Erick Stattner, Martine Collard - RNTI. Extraction et gestion des connaissances (EGC), 2012, Bordeaux, France. Hermann-Éditions, 23, pp.621-624, 2012
Acoustic scheme to count bird songs with wireless sensor networks. Erick Stattner, Philippe Hunel, Nicolas Vidot, Martine Collard - IEEE. International Symposium on a World of Wireless, Mobile and Multimedia Networks, Jun 2011, Lucca, Italy. pp.1-3, World of Wireless, Mobile and Multimedia Networks (WoWMoM), 2011 IEEE International Symposium on a. 〈10.1109/WoWMoM.2011.5986215〉
Diffusion in Dynamic Social Networks: Application in Epidemiology. Erick Stattner, Martine Collard, Nicolas Vidot - Springer. Database and Expert Systems Applications - 22nd International Conference, DEXA 2011, 2011, Toulouse, France. 6861 (2), pp.559-573, 2011, Lecture Notes in Computer Science. 〈10.1007/978-3-642-23091-2_49〉
Wireless sensor networks for social network data collection. Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot - ACM. IEEE 36th Conference on Local Computer Networks (LCN), 2011, Bonn, Germany. pp.867-874, 2011, 〈10.1109/LCN.2011.6115565〉
Towards Merging Models of Information Spreading and Dynamic Phenomena in Social Networks. Erick Stattner, Martine Collard, Nicolas Vidot - Springer. World Summit on the Knowledge Society (WSKS), 2011, Mykonos, Greece. pp.1-9, 2011
Detecting movement patterns with wireless sensor networks: application to bird behavior. Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot - 8th International Conference on Advances in Mobile Computing and Multimedia (MOMM 2010), Nov 2010, France. pp.251-258, 2010
A Data Collection Framework for Tracking Collective Behaviour Patterns. Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot - Fourth IEEE International Conference on Research Challenges in Information Science(RCIS 2010), May 2010, France. pp.43-50, 2010
PatClust: une plateforme pour la classification sémantique des brevets. Abdoulaye Guissé, Khaled Khelif, Martine Collard - IC2009, 2009, Hammamet, Tunisie. pp.AFIA2009, 2009
An ontology driven data mining process. Laurent Brisson, Martine Collard - International Conference on Enterprise Information Systems, Jun 2008, Barcelone, Spain. pp.54-61, 2008
Ontologie et base de connaissances pour le pré-traitement et post-traitement en fouille de données. Laurent Brisson, Martine Collard, Nicolas Pasquier - 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, 2006
Improving the knowledge discovery process using ontologies. Laurent Brisson, Martine Collard, Nicolas Pasquier - IEEE MCD'2005 international workshop on Mining Complex Data, Nov 2005, Houston, United States. pp.25-32, 2005
HASAR: mining sequential association rules for atherosclerosis risk factor analysis. Laurent Brisson, Nicolas Pasquier, Céline Hébert, Martine Collard - 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, 2004


Communications sans actes

Link Clustering for Extracting Collaborative Patterns in a Scientific Co-Authored Network. Erick Stattner, Martine Collard - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2017, Sydney, Australia
Information Dissemination in scale-free networks: Profusion versus Scarcity. Laurent Brisson, Martine Collard, Philippe Collard, Erick Stattner - International Conference on Complex Networks and Their Applications (COMPLEX NETWORK), 2017, Lyon, France
An heuristic-based approach for merging layers information in a GIS. Wilfried Segretier, Martine Collard, Grandchamp Enguerran - GeoProcessing, Jan 2012, Valence, Spain
Analyse des groupes de gènes co-exprimés (AGGC) : un outil automatique pour l’interpretation des expériences de biopuces. Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard, Lucero Lopez-Perez - 13ème Rencontres de la Société Francophone de Classification (SFC’06), Sep 2006, Metz, France
Analyse des groupes de gènes co-exprimés : un outil automatique pour l'interpretation des expériences de biopuces. Ricardo Martinez, Nicolas Pasquier, Claude Pasquier, Martine Collard - SFC'2006 Conference, May 2006, Metz, France. 10 p., 2006
KTA: A framework for integrating expert knowledge and experiment memory in transcriptome analysis. Laurent Brisson, Martine Collard, K. Le Brigand, P. Barbry - Proceedings of OntoKDD workshop in ECML/PKDD Conference, 2004, PISE, Italy. 2004


Chapitre d'ouvrage

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


HDR

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


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Lien direct : lamia.univ-ag.fr/membres/martine-collard

Actualité
LAboratoire de Mathématiques, Informatique et Applications