Julien Taillard

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 5

Top Topics

Classification Algorithm

Imbalanced Datasets

Classification Rules

Top Venues

Int. J. Medical Informatics

Publications

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens
A Biclustering Method for Heterogeneous and Temporal Medical Data. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
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)
Maxence Vandromme, Julie Jacques, Julien Taillard, Arnaud Hansske, Laetitia Vermeulen-Jourdan, Clarisse Dhaenens
Extraction and optimization of classification rules for temporal sequences: Application to hospital data. Knowl. Based Syst. 122 (2017)
Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens
A Scalable Biclustering Method for Heterogeneous Medical Data. MOD (2016)
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)
Julien Taillard, Frédéric Guyomarc'h, Jean-Luc Dekeyser
A Graphical Framework for High Performance Computing Using An MDE Approach. PDP (2008)
Pierre Boulet, Philippe Marquet, Éric Piel, Julien Taillard
Repetitive Allocation Modelling with MARTE. FDL (2007)