Publications

Book chapters:

• Marc Segond, Christian Borgelt « Selecting the Links in BisoNets Generated from Document Collections », chapter of « Bisociative Knowledge Discovery », LNCS and State of the Art Survey, Springer-Verlag, accepted, to appear in 2013.
• Marc Segond, Christian Borgelt « Cover Similarity based Item Set Mining », chapter of « Bisociative Knowledge Discovery », LNCS and State of the Art Survey, Springer-Verlag, accepted, to appear in 2013.
• “An empirical evaluation of the effectiveness of different types of predictor attributes in protein function prediction” (Fernando Otero, Marc Segond, Alex Freitas, Colin Johnson, Denis Robilliard, Cyril Fonlupt), chapter of “Foundations of Computational Intelligence Volume 5”, a volume of “Studies in Computational Intelligence”, Springer Verlag, pages: 339-357, ISSN: 1860-949X, ISBN: 978-3-642-01535-9, September 2009.

International journals:

• Parezanovic V., Laurentie J.C., Delville J., Cordier L., Fourment C., Spohn A., Noack B.R., Bonnet J.P., Shaqarin T., Segond M., Abel M., Brunton S., « Mixing layer manipulation experiment: From open-loop forcing to closed-loop machine learning turbulence control », in Flow, Turbulence and Combustion, Springer-Verlag (2012 impact factor : 1,274), accepted, to appear in 2014.
• Kaiser E., Noack B.R., Cordier L., Spohn A., Segond M., Abel, M., Daviller G., Niven R.K., « Cluster-based reduced-order modelling of a mixing layer », in Journal of Fluid Mechanics (JFM), Cambridge Press (2012 impact factor : 2,183), accepted, to appear in 2014.
• Segond M., Robilliard D., Marion V., Fonlupt C , “Evolutionary Computing for Detection of Retentive Structures in Coastal Waters”, Journal of Software, Academy Publisher, vol. 1, issue 3, pages 14–23, ISSN 1796-217X, Sep. 2006. (http://www.academypublisher.com/jsw/vol01/no03/index.html).

International conferences:

• Thomas Duriez, Vladimir Parezanovic, Jean-Charles Laurentie, Carine Fourment, Joel Delville, Jean-Paul Bonnet, Laurent Cordier, Bernd Noack, Marc Segond, Markus Abel, Tamir Shaqarin, Marek Morzynski, Steven Brunton, « Control of mixing layers—From open-loop forcing to closed-loop machine learning design », 7th AIAA Flow Control Conference, AIAA Aviation and Aeronautics Forum and Exposition 2014, june 2014, Atlanta, USA, accepted.
• Markus Abel, Marc Segond, Thomas Duriez, Laurent Cordier, Vladimir Parezanovic, Bernd R. Noack, Jean-Paul Bonnet, Marek Morzynski, Steven Brunton, « Turbulence Control by Machine Learning », 85th meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2014), 10-14 march 2014, Erlangen – Germany.
• Marc Segond, Markus Abel, Vladimir Parezanovic, Thomas Duriez, Bernd R. Noack, Laurent Cordier, Jean-Paul Bonnet, Marek Morzynski, Steven Brunton, « Genetic Programming for Control of Dynamical Systems: a new generic framework », 85th meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2014), 10-14 march 2014, Erlangen – Germany.
• Marc Segond, Christian Borgelt “Item Set Mining Based on Cover Similarity”, Proc. 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2011, Shenzhen, China), Volume of Advances in Knowledge Discovery and Data Mining, Springer-Verlag. Berlin, Germany, 2011. Pages: 493 – 505. ISBN: 978-3-642-20846-1.
• Marc Segond, Christian Borgelt « Selecting the Links in BisoNets Generated from Document Collections », Proc. 9th Int. Symp. on Intelligent Data Analysis (IDA 2010, Tucson, AZ). Springer-Verlag, Berlin, Germany, May 2010. ISBN: 978-3-642-13061-8.
• Segond M, Fonlupt C., Robilliard D., “Genetic Programing for Protein Related Text Classification”, Proc. 11^th Genetic and Evolutionary Computation Conference (GECCO’09, Montreal, Canada, July 2009). ACM New York, NY, USA. ISBN: 978-1-60558-325-9.
• Segond M., Robilliard D., Fonlupt C., “Iterative Filter Generation using Genetic Programming”, (Euro’GP 2006, Budapest, Hungary), Springer, LNCS 3905, pages 145–153, 2006. ISBN: 978-3-540-33143-8.
• Invited speaker: “Virtual Ants for Retentive Structures Detection” (Segond M., Fonlupt C.), GEOHAB 4^th Open Science Meeting, UNESCO, Paris, FRANCE, Décembre 2005. Summary published in Harmful Algae News No. 30 (http://ioc.unesco.org/hab/HAN30finalcomp.PDF), p. 2, ISSN 0020-7918, May 2006.
• Segond M., Fonlupt C., Robilliard D., Planque B., Lazure P., “Retentive Structures Detection: an Evolutionary Approach”, European Geoscience Union 2005, Vienna AUSTRIA, April 2005.
• Segond M., Mahler S., Robilliard D., Fonlupt C., Planque B., Lazure P., “Ant Algorithms for Detection in Coastal Waters”, Artificial Evolution 2003, LNCS 2936, pp. 166-176, Marseille, France, Octobre 2003, ISSN 0302-9743.

National conferences:

• Segond M., Robilliard D., Fonlupt C., “Détection et suivi de structures rétentives en eaux côtières”, Colloque du PNEC 2006, Nantes, FRANCE, June 2006.
• Segond M., Fonlupt C., Robilliard D., “Génération de Filtres Itératifs par Programmation Génétique”, RFIA 2006, Tours, FRANCE, January 2006.
• Segond M., “Application d’un Algorithme à Colonies de Fourmis à la détection de Structures Rétentives en Eaux Côtières”, Manifestation des Jeunes Chercheurs en STIC (MajecSTIC) 2004, Calais FRANCE, October 2004.

Workshops:

• Marc Segond, Markus Abel, « AMB-ML : a framework for dynamical systems control using machine learning », IFTNC-2 International Forum on Turbulence and Network Control, Potsdam (Allemagne), septembre 2013.
• Marc Segond, « Introduction to machine learning », séminaire invité à l’institut P Prime de Poitiers, juin 2013.
• Marc Segond, « Machine learning for climatology », 2nd LINC School, Utrecht, avril 2013.
• Marc Segond, « Introduction to machine learning », IFTNC-1 International Forum on Turbulence and Network Control, Potsdam (Allemagne), février 2013.
• Workshop on Analysis of Complex Networks, workshop at the ECML/PKDD 2010 conference, Barcelona, España : Frequent Bisociative Term Set Mining in Textual Data (Segond, Borgelt), Septembre 2010.
• “Bisonet Generation Using Textual Data”, Workshop on Explorative Analytics of Information Networks, a workshop of the ECML/PKDD 2009 comference, Bled, SLOVENIA, September 2009.
• “Detection and Tracking of Retention Structures in the Ocean”, Workshop on Indices of Meso-scale Structures, Nantes FRANCE, February 2006.
• “Démonstration et tutoriel sur le logiciel Marsouin” au Workshop sur le Couplage et l’Exploitation de Modèles Hydrodynamiques, in the Action Transversale C2M of the PNEC (Plan National Environnement Côtier), Calais, FRANCE, Décember 2005.