Clarisse Dhaenens

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 17

Top Topics

Imbalanced Datasets

Top Venues

Int. J. Medical Informatics

Publications

Adán José García, Julie Jacques, Vincent Sobanski, Clarisse Dhaenens
Metaheuristic Biclustering Algorithms: From State-of-the-art to Future Opportunities. ACM Comput. Surv. 56 (3) (2024)
Meyssa Zouambi, Clarisse Dhaenens, Julie Jacques
An Alternative Pareto-Based Approach to Multi-Objective Neural Architecture Search. CEC (2023)
Adán José García, Julie Jacques, Vincent Sobanski, Clarisse Dhaenens
Biclustering Algorithms Based on Metaheuristics: A Review. CoRR (2022)
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)
Meyssa Zouambi, Julie Jacques, Clarisse Dhaenens
LS-PON: A Prediction-Based Local Search for Neural Architecture Search. LOD (1) (2022)
Clarisse Dhaenens, Laetitia Jourdan
Metaheuristics for data mining: survey and opportunities for big data. Ann. Oper. Res. 314 (1) (2022)
Adán José García, Julie Jacques, Alexandre Filiot, Julia Handl, David Launay, Vincent Sobanski, Clarisse Dhaenens
Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis. PPSN (2) (2022)
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)
Rabin Kumar Sahu, Clarisse Dhaenens, Nadarajen Veerapen, Manuel Davy
An Approximate Method for Integrated Stochastic Replenishment Planning with Supplier Selection. ICORES (2020)
Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens
Exploiting Promising Sub-Sequences of Jobs to solve the No-Wait Flowshop Scheduling Problem. CoRR (2019)
Clarisse Dhaenens, Laetitia Jourdan
Metaheuristics for data mining - Survey and opportunities for big data. 4OR 17 (2) (2019)
Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, Jérémie Humeau
Neutral Neighbors in Bi-objective Optimization: Distribution of the Most Promising for Permutation Problems. EMO (2017)
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)
Lucien Mousin, Marie-Eléonore Kessaci, Clarisse Dhaenens
A New Constructive Heuristic for the No-Wait Flowshop Scheduling Problem. LION (2017)
Lucien Mousin, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens
Feature Selection Using Tabu Search with Learning Memory: Learning Tabu Search. LION (2016)
Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens
A Scalable Biclustering Method for Heterogeneous Medical Data. MOD (2016)
Marie-Eléonore Marmion, Hernán E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kiyoshi Tanaka
Multi-objective Neutral Neighbors': What could be the definition(s)? GECCO (2016)
Aymeric Blot, Hernán E. Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, Kiyoshi Tanaka
Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms. EMO (1) (2015)
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)
Benjamin Fisset, Clarisse Dhaenens, Laetitia Jourdan
MO-Mine_clust: A Framework for Multi-objective Clustering. LION (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)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. Eur. J. Oper. Res. 227 (2) (2013)
Marie-Eléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens
Fitness Landscape Analysis and Metaheuristics Efficiency. J. Math. Model. Algorithms 12 (1) (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)
Marie-Eléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens
Neutrality in the Graph Coloring Problem. LION (2013)
David Corne, Clarisse Dhaenens, Laetitia Jourdan
Synergies between operations research and data mining: The emerging use of multi-objective approaches. Eur. J. Oper. Res. 221 (3) (2012)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
On the Neutrality of Flowshop Scheduling Fitness Landscapes CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes CoRR (2012)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
The Road to VEGAS: Guiding the Search over Neutral Networks CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems CoRR (2012)
Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Solving a dial-a-ride problem with a hybrid evolutionary multi-objective approach: Application to demand responsive transport. Appl. Soft Comput. 12 (4) (2012)
Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens
Set-based Multiobjective Fitness Landscapes: A Preliminary Study CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives CoRR (2012)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling CoRR (2012)
Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens
Set-based multiobjective fitness landscapes: a preliminary study. GECCO (2011)
Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. LION (2011)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
NILS: A Neutrality-Based Iterated Local Search and Its Application to Flowshop Scheduling. EvoCOP (2011)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
The road to VEGAS: guiding the search over neutral networks. GECCO (2011)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. EvoCOP (2011)
Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. LION (2011)
Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel
On the Neutrality of Flowshop Scheduling Fitness Landscapes. LION (2011)
Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens
On optimizing a demand responsive transport with an evolutionary multi-objective approach. ITSC (2010)
Marie-Eléonore Marmion, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens
Comparison of neighborhoods for the HFF-AVRP. AICCSA (2010)
Clarisse Dhaenens, Julien Lemesre, El-Ghazali Talbi
K-PPM: A new exact method to solve multi-objective combinatorial optimization problems. Eur. J. Oper. Res. 200 (1) (2010)
El-Ghazali Talbi, Clarisse Dhaenens
Cooperative combinatorial optimization. Eur. J. Oper. Res. 199 (3) (2009)
Luce Brotcorne, Clarisse Dhaenens, Saïd Hanafi, El-Ghazali Talbi
Articles ROADEF 2006. RAIRO Oper. Res. 43 (3) (2009)
Mohamed Khabzaoui, Clarisse Dhaenens, El-Ghazali Talbi
Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery. RAIRO Oper. Res. 42 (1) (2008)
Clarisse Dhaenens, Patrick Siarry, El-Ghazali Talbi
Editorial. RAIRO Oper. Res. 42 (1) (2008)
Emilia Tantar, Clarisse Dhaenens, José Rui Figueira, El-Ghazali Talbi
A priori landscape analysis in guiding interactive multi-objective metaheuristics. IEEE Congress on Evolutionary Computation (2008)
Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi
An exact parallel method for a bi-objective permutation flowshop problem. Eur. J. Oper. Res. 177 (3) (2007)
Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi
Parallel partitioning method (PPM): A new exact method to solve bi-objective problems. Comput. Oper. Res. 34 (8) (2007)
Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
Using Datamining Techniques to Help Metaheuristics: A Short Survey. Hybrid Metaheuristics (2006)
Jean-Marc Pierson, Lionel Brunie, Clarisse Dhaenens, Abdelkader Hameurlain, Nordine Melab, Maryvonne Miquel, Franck Morvan, El-Ghazali Talbi, Anne Tchounikine
Grid for Geno-Medicine: a glimpse on the GGM project. CCGRID (2005)
Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
Linkage disequilibrium study with a parallel adaptive GA. Int. J. Found. Comput. Sci. 16 (2) (2005)
Mohamed Khabzaoui, Clarisse Dhaenens, El-Ghazali Talbi
A multicriteria genetic algorithm to analyze microarray data. IEEE Congress on Evolutionary Computation (2004)
Matthieu Basseur, Julien Lemesre, Clarisse Dhaenens, El-Ghazali Talbi
Cooperation between Branch and Bound and Evolutionary Approaches to Solve a Bi-objective Flow Shop Problem. WEA (2004)
Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm. EvoCOP (2004)
Laetitia Vermeulen-Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
A Parallel Adaptive GA for Linkage Disequilibrium in Genomics. IPDPS (2004)
Lionel Brunie, Maryvonne Miquel, Jean-Marc Pierson, Anne Tchounikine, Clarisse Dhaenens, Nouredine Melab, El-Ghazali Talbi, Abdelkader Hameurlain, Franck Morvan
Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data. DEXA Workshops (2003)
Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm. EvoWorkshops (2003)
Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
ASGARD : un algorithme génétique pour les règles d'association. Application à la génomique. Rev. d'Intelligence Artif. 16 (6) (2002)
Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi, Sophie Gallina
A data mining approach to discover genetic and environmental factors involved in multifactorial diseases. Knowl. Based Syst. 15 (4) (2002)
El-Ghazali Talbi, Malek Rahoual, Mohamed Hakim Mabed, Clarisse Dhaenens
A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop. EMO (2001)