David Delerue

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 2

Top Topics

Classification Algorithm

Imbalanced Datasets

Medical Data Mining

Top Venues

Int. J. Medical Informatics

Appl. Soft Comput.

Publications

Abdelahad Chraibi, David Delerue, Julien Taillard, Ismat Chaib Draa, Régis Beuscart, Arnaud Hansske
A Deep Learning Framework for Automated ICD-10 Coding. MIE (2021)
Julie Jacques, Hélène Martin-Huyghe, Justine Lemtiri-Florek, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens, David Delerue, Arnaud Hansske, Valérie Leclercq
The detection of hospitalized patients at risk of testing positive to multi-drug resistant bacteria using MOCA-I, a rule-based "white-box" classification algorithm for medical data. Int. J. Medical Informatics 142 (2020)
Julie Jacques, Julien Taillard, David Delerue, Clarisse Dhaenens, Laetitia Jourdan
Conception of a dominance-based multi-objective local search in the context of classification rule mining in large and imbalanced data sets. Appl. Soft Comput. 34 (2015)
Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens
MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classification in Large and Imbalanced Datasets. LION (2013)
Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens
The benefits of using multi-objectivization for mining pittsburgh partial classification rules in imbalanced and discrete data. GECCO (2013)
Pascal Van Hille, Julie Jacques, Julien Taillard, Arnaud Rosier, David Delerue, Anita Burgun, Olivier Dameron
Comparing Drools and ontology reasoning approaches for telecardiology decision support. MIE (2012)
Régis Beuscart, Marie-Catherine Beuscart-Zéphir, Jean-Marie Renard, David Delerue, Alexandre Souf
The RITHME Inter-Mediation Platform for data exchanges between Healthcare Professionals. MIE (1999)
Régis Beuscart, Jean-Marie Renard, David Delerue, Alexandre Souf
Telecommunication in healthcare for a better coordination between hospitals and GP's: routine application of the "ISAR-Telematics" project. IEEE Trans. Inf. Technol. Biomed. 3 (2) (1999)