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 : 53


Article dans des revues

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>
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>
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
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

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. Henry Didier, 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
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>
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>
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
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>
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
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
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
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>
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>
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>
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
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>
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>
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>
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>
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

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


Direction d'ouvrage, Proceedings

Research Challenges in Information Science. Martine Collard, Colette Rolland - 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. <ieee.org>


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