| 2018 | ANT | Filter hashtag context through an original data cleaning method. | Didier Henry, Erick Stattner, Martine Collard |
| 2018 | WWW | Information Propagation Routes between Countries in Social Media. | Didier Henry, Erick Stattner, Martine Collard |
| 2017 | ANT | Social media, diffusion under influence of parameters : survey and perspectives. | Didier Henry, Erick Stattner, Martine Collard |
| 2017 | DEXA | PALM: A Parallel Mining Algorithm for Extracting Maximal Frequent Conceptual Links from Social Networks. | Erick Stattner, Reynald Eugenie, Martine Collard |
| 2015 | ANT | Descriptive Modeling of Social Networks. | Erick Stattner, Martine Collard |
| 2015 | RCIS | How do we spread on Twitter? | Erick Stattner, Reynald Eugenie, Martine Collard |
| 2013 | CEC | Evolutionary predictive modelling for flash floods. | Wilfried Segretier, Martine Collard, Manuel Clergue |
| 2013 | DIS | SM2D: A Modular Knowledge Discovery Approach Applied to Hydrological Forecasting. | Wilfried Segretier, Martine Collard |
| 2013 | RCIS | Towards a hybrid algorithm for extracting maximal frequent conceptual links in social networks. | Erick Stattner, Martine Collard |
| 2012 | ADBIS | Frequent Links: An Approach That Combines Attributes and Structure for Extracting Frequent Patterns in Social Networks. | Erick Stattner, Martine Collard |
| 2012 | CEC | An evolutionary data mining approach on hydrological data with classifier juries. | Wilfried Segretier, Manuel Clergue, Martine Collard, Luis Izquierdo |
| 2012 | DEXA | MAX-FLMin: An Approach for Mining Maximal Frequent Links and Generating Semantical Structures from Social Networks. | Erick Stattner, Martine Collard |
| 2012 | LCN | Wireless sensor network for habitat monitoring: A counting heuristic. | Erick Stattner, Nicolas Vidot, Philippe Hunel, Martine Collard |
| 2012 | RCIS | How to extract frequent links with frequent itemsets in social networks? | Erick Stattner, Martine Collard |
| 2011 | DEXA | Diffusion in Dynamic Social Networks: Application in Epidemiology. | Erick Stattner, Martine Collard, Nicolas Vidot |
| 2011 | LCN | Wireless sensor networks for social network data collection. | Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot |
| 2011 | WoWMoM | Acoustic scheme to count bird songs with wireless sensor networks. | Erick Stattner, Philippe Hunel, Nicolas Vidot, Martine Collard |
| 2010 | MOMM | Detecting movement patterns with wireless sensor networks: application to bird behavior. | Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot |
| 2010 | RCIS | A Data Collection Framework for Tracking Collective Behaviour Patterns. | Erick Stattner, Martine Collard, Philippe Hunel, Nicolas Vidot |
| 2007 | RCIS | Extracted Knowledge Interpretation in mining biological data: a survey. | Martine Collard, Ricardo Martnez |
| 2007 | RCIS | How to measure interestingness in data mining: a multiple criteria decision analysis approach. | Martine Collard, Jean-Claude Vansnick |
| 2003 | CEC | Multi-criteria evaluation of interesting dependencies according to a data mining approach. | Dominique Francisci, Martine Collard |
| 2001 | AICCSA | A Distance-Based Approach for Database Re-engineering. | Aziz Barbar, Martine Collard |
| 2001 | ETFA | Evolutionary data mining: an overview of genetic-based algorithms. | Martine Collard, Dominique Francisci |