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Laurent Brisson, Assistant Professor


Since 2007, my research has been in the field of data mining, but my research has focused on the consideration of humans at some point in the data analysis process.

Thus, for example, my work has focused on taking into account the subjective interest of a business expert in evaluating excavation models, defining scoring models to raise awareness of the risk of breast cancer in primary prevention among populations, and taking into account the feelings of users in text classification algorithms.

Currently, my work is focused on the analysis of social networks, with a particular focus on two themes: the propagation of information in these networks (where information can be a message, an opinion, a feeling, etc.) and the consideration of interactions between users taking into account their evolution over time. A scientific lock related to these subjects is to allow a business expert (security, community management or marketing expert for example) to understand and be able to use the proposed models. This is why I am now interested in the contribution of 3D visualization and collaboration around different peripherals (screens, RV headset) to propose relevant visualizations to allow these experts to have an intuitive understanding of the results proposed by data analysis algorithms.


Communication dans un congrès16 documents

  • Laurent Brisson, Thierry Duval, Rémi Sahl. Visualisation Immersive de Graphes en 3D pour explorer des graphes de communautés. EGC-VIF 2018, Jan 2018, Paris, France. Actes EGC-VIF 2018, 2018. 〈hal-01759070〉
  • Laurent Brisson, Marine Karmann. Le jeu de rôle dans l'enseignement supérieur pour développer l'autonomie et la motivation des étudiants. Colloque QPES : relever les défis de l’altérité dans l’enseignement supérieur, Jun 2017, Grenoble, France. 2017, Actes du IXème colloque QPES : relever les défis de l’altérité dans l’enseignement supérieur. 〈hal-01697709〉
  • Laurent Brisson, Philippe Collard, Martine Collard, Erick Stattner. Information Dissemination in scale-free networks: Profusion versus Scarcity. Springer. International Conference on Complex Networks and Their Applications (COMPLEX NETWORK), 2017, Lyon, France. Springer, International Conference on Complex Networks and Their Applications (COMPLEX NETWORK), pp.909-920, 2017, International Conference on Complex Networks and Their Applications (COMPLEX NETWORK). 〈10.1007/978-3-319-72150-7_73〉. 〈hal-01637573〉
  • 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, 2015, 〈10.1145/2808797.2809299〉. 〈hal-01252936〉
  • André Le Saout, Philippe Picouet, Laurent Brisson. Gestion de groupes multilingues dans un enseignement scientifique. QPES 2015 : 8ème Colloque Questions de pédagogies dans l'enseignement supérieur : Innover : pourquoi et comment ?, Jun 2015, Brest, France. pp.161 - 166, 2015, Actes du VIII colloque : questions de pédagogie dans l'enseignement supérieur : innover, comment et pourquoi. 〈hal-01174264〉
  • Laurent Brisson, Jean-Claude Torrel. Opinion mining on experience feedback: A case study on smarphones reviews. RCIS 2015 : IEEE 9th International Conference on Research Challenges in Information Science, May 2015, Athens, Greece. pp.211 - 216, 2015, 〈10.1109/RCIS.2015.7128879〉. 〈hal-01174237〉
  • Laurent Brisson. Motivation, autonomie et évaluation : un retour d'expérience en école d'ingénieur. QPES 2015 : Colloque Questions de pédagogies dans l'enseignement supérieur : Innover : pourquoi et comment ?, Jun 2015, Brest, France. pp.391 - 396, 2015, Actes du VIII colloque : questions de pédagogie dans l'enseignement supérieur : innover, comment et pourquoi ?. 〈hal-01174263〉
  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Françoise Clavel-Chapelon, Stéphane Ragusa. Challenges to building a platform for a breast cancer risk score. RCIS 2012: 6th International Conference on Research Challenges in Information Science, May 2012, Valencia, Spain. IEEE, pp.1-10, 2012. 〈hal-00739690〉
  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stéphane Ragusa. Breast cancer risk score: a data mining approach to improve readability. The International Conference on Data Mining, Jul 2011, Las Vegas, United States. CSREA Press, pp.15 - 21, 2011. 〈hal-00609238〉
  • Laurent Brisson, Philippe Picouet. Etudiants et enseignants face à l'approche par compétences. Questions de pédagogie dans l'enseignement supérieur, Jun 2011, Angers, France. 2, pp.779 - 786, 2011. 〈hal-00623603〉
  • Laurent Brisson, Martine Collard. An ontology driven data mining process. International Conference on Enterprise Information Systems, Jun 2008, Barcelone, Spain. pp.54-61, 2008. 〈ird-00842979〉
  • Denis Pallez, Laurent Brisson, Thierry Baccino. Towards a human eye behavior model by applying Data Mining Techniques on Gaze Information from IEC. Human Centered Processes, Jun 2008, Delft, Netherlands. pp.120-121, 2008. 〈hal-00266334〉
  • 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, 2006. 〈hal-00362768〉
  • 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, 2005. 〈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, 2004. 〈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. 2004. 〈hal-00088761〉

Article dans une revue5 documents

  • Wilfried Segretier, Martine Collard, Laurent Brisson, Jean-Emile 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. 〈hal-01184510〉
  • 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〉
  • 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-01154861〉

Chapitre d'ouvrage1 document

  • Emilien Gauthier, Laurent Brisson, Philippe Lenca, Stéphane Ragusa. A Nearest Neighbor Approach to Build a Readable Risk Score for Breast Cancer. Mahmoud Abou-Nasr, Stefan Lessmann, Robert Stahlbock, Gary M. Weiss. Real World Data Mining Applications, 17, Springer, pp.249 - 269, 2015, Annals of Information Systems, 978-3-319-07811-3. 〈10.1007/978-3-319-07812-0_13〉. 〈hal-01185081〉

Thèse1 document

  • Laurent Brisson. Intégration de connaissances expertes dans le processus de fouille de données pour l'extraction d'informations pertinentes. Interface homme-machine [cs.HC]. Université Nice Sophia Antipolis, 2006. Français. 〈tel-00211946〉