Julie Jacques
Maîtresse de conférences
CNU : SECTION 27 - INFORMATIQUE
Lab(s)
Publications
{
"response":{
"numFound":43,
"start":0,
"numFoundExact":true,
"docs":[{
"citationRef_s":"<i>15th Metaheuristics International Conference</i>, Jun 2024, Lorient, France",
"citationFull_s":"Julie Jacques, Alexander Bassett. Extracting White-box Knowledge from Word Embedding: Modeling as an Optimization Problem. <i>15th Metaheuristics International Conference</i>, Jun 2024, Lorient, France. <a target=\"_blank\" href=\"https://hal.science/hal-04621731v1\">⟨hal-04621731⟩</a>",
"title_s":["Extracting White-box Knowledge from Word Embedding: Modeling as an Optimization Problem"],
"authFullName_s":["Julie Jacques","Alexander Bassett"],
"halId_s":"hal-04621731",
"docType_s":"COMM",
"producedDateY_i":2024
},{
"citationRef_s":"2023, <a target=\"_blank\" style=\"word-break: break-all;\" href=\"https://archive.softwareheritage.org/browse/swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff\">⟨swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff⟩</a>",
"citationFull_s":"Lucien Mousin, Laetitia Jourdan, Julie Jacques, Clarisse Dhaenens, Olivier Caron. MOCA-I. 2023, <a target=\"_blank\" style=\"word-break: break-all;\" href=\"https://archive.softwareheritage.org/browse/swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff\">⟨swh:1:dir:b4cc43c06702b8d5cec1052450ae5e13ac05667e;origin=https://gitlab.cristal.univ-lille.fr/orkad-public/mh-builder;visit=swh:1:snp:737c946f7627e21eb6dfc02459382e21913e6d7d;anchor=swh:1:rev:e756f05e57acdc148d9d889e790415b1f28f58ff⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04444676v1\">⟨hal-04444676⟩</a>",
"title_s":["MOCA-I"],
"authFullName_s":["Lucien Mousin","Laetitia Jourdan","Julie Jacques","Clarisse Dhaenens","Olivier Caron"],
"halId_s":"hal-04444676",
"docType_s":"SOFTWARE",
"producedDateY_i":2023
},{
"citationRef_s":"<i>ACM Computing Surveys</i>, 2023, 53 (3), pp.1-38. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3617590\">⟨10.1145/3617590⟩</a>",
"citationFull_s":"Adán José-García, Julie Jacques, Vincent Sobanski, Clarisse Dhaenens. Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities. <i>ACM Computing Surveys</i>, 2023, 53 (3), pp.1-38. <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3617590\">⟨10.1145/3617590⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04205406v2\">⟨hal-04205406v2⟩</a>",
"title_s":["Metaheuristic Biclustering Algorithms: From State-of-the-Art to Future Opportunities"],
"authFullName_s":["Adán José-García","Julie Jacques","Vincent Sobanski","Clarisse Dhaenens"],
"halId_s":"hal-04205406",
"docType_s":"ART",
"producedDateY_i":2023
},{
"citationRef_s":"<i>IEEE 2023 Congress on Evolutionary Computation</i>, Jul 2023, Chicago, United States",
"citationFull_s":"Meyssa Zouambi, Clarisse Dhaenens, Julie Jacques. An Alternative Pareto-based Approach to Multi-objective Neural Architecture Search. <i>IEEE 2023 Congress on Evolutionary Computation</i>, Jul 2023, Chicago, United States. <a target=\"_blank\" href=\"https://hal.science/hal-04161411v1\">⟨hal-04161411⟩</a>",
"title_s":["An Alternative Pareto-based Approach to Multi-objective Neural Architecture Search"],
"authFullName_s":["Meyssa Zouambi","Clarisse Dhaenens","Julie Jacques"],
"halId_s":"hal-04161411",
"docType_s":"COMM",
"producedDateY_i":2023
},{
"citationRef_s":"<i>Data in Brief</i>, 2023, 47, 108942, pp 1-8. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.dib.2023.108942\">⟨10.1016/j.dib.2023.108942⟩</a>",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. E-learning recommender system dataset. <i>Data in Brief</i>, 2023, 47, 108942, pp 1-8. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.dib.2023.108942\">⟨10.1016/j.dib.2023.108942⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03977354v1\">⟨hal-03977354⟩</a>",
"title_s":["E-learning recommender system dataset"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03977354",
"docType_s":"ART",
"producedDateY_i":2023
},{
"citationRef_s":"<i>Journal of Thoracic Oncology</i>, 2023, 18 (4), pp.S128. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S1556-0864(23)00414-8\">⟨10.1016/S1556-0864(23)00414-8⟩</a>",
"citationFull_s":"S. Hulo, J. Jacques, F. Sihrener, E. Wasielewski, Laetitia Jourdan, et al.. 160P Non-invasive analysis of VOCs in exhaled air can distinguish healthy controls from lung cancer patients and may improve the effectiveness of lung cancer screening. <i>Journal of Thoracic Oncology</i>, 2023, 18 (4), pp.S128. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S1556-0864(23)00414-8\">⟨10.1016/S1556-0864(23)00414-8⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04089355v1\">⟨hal-04089355⟩</a>",
"title_s":["160P Non-invasive analysis of VOCs in exhaled air can distinguish healthy controls from lung cancer patients and may improve the effectiveness of lung cancer screening"],
"authFullName_s":["S. Hulo","J. Jacques","F. Sihrener","E. Wasielewski","Laetitia Jourdan","G. Poslednik","C. Poulet","A. Turlotte","T. Gey","Y. Douadi","L. Thiberville","M. Dewolf","J-M. Lecerf","I. Estevié","V. Ricard","J. Martin","A-C. Romain","N. Locoge","R. Matran","A. Scherpereel"],
"halId_s":"hal-04089355",
"docType_s":"ART",
"producedDateY_i":2023
},{
"citationRef_s":"<i>International Transactions in Operational Research</i>, 2023, <a target=\"_blank\" href=\"https://dx.doi.org/10.1111/itor.13276\">⟨10.1111/itor.13276⟩</a>",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Solving a multiobjective professional timetabling problem using evolutionary algorithms at Mandarine Academy. <i>International Transactions in Operational Research</i>, 2023, <a target=\"_blank\" href=\"https://dx.doi.org/10.1111/itor.13276\">⟨10.1111/itor.13276⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04028480v1\">⟨hal-04028480⟩</a>",
"title_s":["Solving a multiobjective professional timetabling problem using evolutionary algorithms at Mandarine Academy"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-04028480",
"docType_s":"ART",
"producedDateY_i":2023
},{
"citationRef_s":"Mansour Eddaly; Bassem Jarboui; Patrick Siarry. <i>Metaheuristics for Machine Learning. New Advances and Tools</i>, Springer Nature Singapore, pp.39-71, 2023, Computational Intelligence Methods and Applications, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-19-3888-7_2\">⟨10.1007/978-981-19-3888-7_2⟩</a>",
"citationFull_s":"Adán José-García, Julie Jacques, Vincent Sobanski, Clarisse Dhaenens. Biclustering Algorithms Based on Metaheuristics: A Review. Mansour Eddaly; Bassem Jarboui; Patrick Siarry. <i>Metaheuristics for Machine Learning. New Advances and Tools</i>, Springer Nature Singapore, pp.39-71, 2023, Computational Intelligence Methods and Applications, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-981-19-3888-7_2\">⟨10.1007/978-981-19-3888-7_2⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03790510v1\">⟨hal-03790510⟩</a>",
"title_s":["Biclustering Algorithms Based on Metaheuristics: A Review"],
"authFullName_s":["Adán José-García","Julie Jacques","Vincent Sobanski","Clarisse Dhaenens"],
"halId_s":"hal-03790510",
"docType_s":"COUV",
"producedDateY_i":2023
},{
"citationRef_s":"2022",
"citationFull_s":"Meyssa Zouambi, Julie Jacques, Clarisse Dhaenens. Dominance-Based Local Search for Neural Architecture Search. 2022. <a target=\"_blank\" href=\"https://hal.science/hal-03797144v1\">⟨hal-03797144⟩</a>",
"title_s":["Dominance-Based Local Search for Neural Architecture Search"],
"authFullName_s":["Meyssa Zouambi","Julie Jacques","Clarisse Dhaenens"],
"halId_s":"hal-03797144",
"docType_s":"UNDEFINED",
"producedDateY_i":2022
},{
"citationRef_s":"<i>The 8th Annual Conference on machine Learning, Optimization and Data science LOD2022</i>, Sep 2022, Siena, Italy",
"citationFull_s":"Meyssa Zouambi, Julie Jacques, Clarisse Dhaenens. LS-PON: a Prediction-based Local Search for Neural Architecture Search. <i>The 8th Annual Conference on machine Learning, Optimization and Data science LOD2022</i>, Sep 2022, Siena, Italy. <a target=\"_blank\" href=\"https://hal.science/hal-03797130v1\">⟨hal-03797130⟩</a>",
"title_s":["LS-PON: a Prediction-based Local Search for Neural Architecture Search"],
"authFullName_s":["Meyssa Zouambi","Julie Jacques","Clarisse Dhaenens"],
"halId_s":"hal-03797130",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>Parallel Problem Solving from Nature – PPSN XVII</i>, Sep 2022, Dortmund, Germany. pp.352-367, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14721-0_25\">⟨10.1007/978-3-031-14721-0_25⟩</a>",
"citationFull_s":"Adán José-García, Julie Jacques, Alexandre Filiot, Julia Handl, David Launay, et al.. Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis. <i>Parallel Problem Solving from Nature – PPSN XVII</i>, Sep 2022, Dortmund, Germany. pp.352-367, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-031-14721-0_25\">⟨10.1007/978-3-031-14721-0_25⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03790502v1\">⟨hal-03790502⟩</a>",
"title_s":["Multi-view Clustering of Heterogeneous Health Data: Application to Systemic Sclerosis"],
"authFullName_s":["Adán José-García","Julie Jacques","Alexandre Filiot","Julia Handl","David Launay","Vincent Sobanski","Clarisse Dhaenens"],
"halId_s":"hal-03790502",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>GECCO '22: Genetic and Evolutionary Computation Conference</i>, Jul 2022, Boston Massachusetts, France. pp.2314-2317, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3520304.3534058\">⟨10.1145/3520304.3534058⟩</a>",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Multi-objective recommender system for corporate MOOC. <i>GECCO '22: Genetic and Evolutionary Computation Conference</i>, Jul 2022, Boston Massachusetts, France. pp.2314-2317, <a target=\"_blank\" href=\"https://dx.doi.org/10.1145/3520304.3534058\">⟨10.1145/3520304.3534058⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03856439v1\">⟨hal-03856439⟩</a>",
"title_s":["Multi-objective recommender system for corporate MOOC"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03856439",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>ROADEF2022</i>, Feb 2022, Lyon, France",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise. <i>ROADEF2022</i>, Feb 2022, Lyon, France. <a target=\"_blank\" href=\"https://hal.science/hal-03790522v1\">⟨hal-03790522⟩</a>",
"title_s":["Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise","Multi-Objective Recommender System Optimization: Application on Corporate MOOC"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03790522",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision</i>, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France",
"citationFull_s":"Meyssa Zouambi, Clarisse Dhaenens, Julie Jacques. Improving Local Search for Neural Architecture Search. <i>23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision</i>, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. <a target=\"_blank\" href=\"https://hal.science/hal-03595303v1\">⟨hal-03595303⟩</a>",
"title_s":["Improving Local Search for Neural Architecture Search"],
"authFullName_s":["Meyssa Zouambi","Clarisse Dhaenens","Julie Jacques"],
"halId_s":"hal-03595303",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision</i>, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise. <i>23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision</i>, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. <a target=\"_blank\" href=\"https://hal.science/hal-03595358v1\">⟨hal-03595358⟩</a>",
"title_s":["Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03595358",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>IEEE Transactions on Knowledge and Data Engineering</i>, 2022, 34 (2), pp.506-518. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TKDE.2020.2983692\">⟨10.1109/TKDE.2020.2983692⟩</a>",
"citationFull_s":"Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. A Biclustering Method for Heterogeneous and Temporal Medical Data. <i>IEEE Transactions on Knowledge and Data Engineering</i>, 2022, 34 (2), pp.506-518. <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/TKDE.2020.2983692\">⟨10.1109/TKDE.2020.2983692⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02927063v1\">⟨hal-02927063⟩</a>",
"title_s":["A Biclustering Method for Heterogeneous and Temporal Medical Data"],
"authFullName_s":["Maxence Vandromme","Julie Jacques","Julien Taillard","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-02927063",
"docType_s":"ART",
"producedDateY_i":2022
},{
"citationRef_s":"<i>NLDL2022</i>, Jan 2022, Tromso, Norway",
"citationFull_s":"Meyssa Zouambi, Clarisse Dhaenens, Julie Jacques. LS-Weights: Local Search with Weighted Neighborhood Sampling for Neural Architecture Search. <i>NLDL2022</i>, Jan 2022, Tromso, Norway. <a target=\"_blank\" href=\"https://hal.science/hal-03797154v1\">⟨hal-03797154⟩</a>",
"title_s":["LS-Weights: Local Search with Weighted Neighborhood Sampling for Neural Architecture Search"],
"authFullName_s":["Meyssa Zouambi","Clarisse Dhaenens","Julie Jacques"],
"halId_s":"hal-03797154",
"docType_s":"POSTER",
"producedDateY_i":2022
},{
"citationRef_s":"<i>Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022)</i>, 2022, Seatlle (virtual), United States",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. A Multi-Objective E-learning Recommender System at Mandarine Academy.. <i>Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022)</i>, 2022, Seatlle (virtual), United States. <a target=\"_blank\" href=\"https://hal.science/hal-03956402v1\">⟨hal-03956402⟩</a>",
"title_s":["A Multi-Objective E-learning Recommender System at Mandarine Academy."],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03956402",
"docType_s":"COMM",
"producedDateY_i":2022
},{
"citationRef_s":"<i>2021 IEEE Congress on Evolutionary Computation (CEC)</i>, Jun 2021, Kraków, Poland. pp.997-1004, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC45853.2021.9504797\">⟨10.1109/CEC45853.2021.9504797⟩</a>",
"citationFull_s":"Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study. <i>2021 IEEE Congress on Evolutionary Computation (CEC)</i>, Jun 2021, Kraków, Poland. pp.997-1004, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC45853.2021.9504797\">⟨10.1109/CEC45853.2021.9504797⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03353961v1\">⟨hal-03353961⟩</a>",
"title_s":["A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study"],
"authFullName_s":["Mounir Hafsa","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03353961",
"docType_s":"COMM",
"producedDateY_i":2021
},{
"citationRef_s":"<i>ROADEF 2021</i>, Apr 2021, Mulhouse, France",
"citationFull_s":"Hasfa Mounir, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Une approche évolutionnaire multiobjectif pour la planification des cours professionnels. <i>ROADEF 2021</i>, Apr 2021, Mulhouse, France. <a target=\"_blank\" href=\"https://hal.science/hal-03472237v1\">⟨hal-03472237⟩</a>",
"title_s":["Une approche évolutionnaire multiobjectif pour la planification des cours professionnels"],
"authFullName_s":["Hasfa Mounir","Pamela Wattebled","Julie Jacques","Laetitia Jourdan"],
"halId_s":"hal-03472237",
"docType_s":"COMM",
"producedDateY_i":2021
},{
"citationRef_s":"<i>Organizing Smart Buildings and Cities</i>, 36, Springer International Publishing, pp.1-12, 2021, Lecture Notes in Information Systems and Organisation, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-60607-7_1\">⟨10.1007/978-3-030-60607-7_1⟩</a>",
"citationFull_s":"Nicolas Gouvy, Julie Jacques, Elisabetta Magnaghi, Daniela Mancini, Véronique Flambard. Organizational and Environmental Framework of Smart Cities, Universities and Buildings. <i>Organizing Smart Buildings and Cities</i>, 36, Springer International Publishing, pp.1-12, 2021, Lecture Notes in Information Systems and Organisation, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-60607-7_1\">⟨10.1007/978-3-030-60607-7_1⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03807681v1\">⟨hal-03807681⟩</a>",
"title_s":["Organizational and Environmental Framework of Smart Cities, Universities and Buildings"],
"authFullName_s":["Nicolas Gouvy","Julie Jacques","Elisabetta Magnaghi","Daniela Mancini","Véronique Flambard"],
"halId_s":"hal-03807681",
"docType_s":"COUV",
"producedDateY_i":2021
},{
"citationRef_s":"Springer International Publishing, pp.184, 2021, 978-3-030-60607-7. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-60607-7\">⟨10.1007/978-3-030-60607-7⟩</a>",
"citationFull_s":"Véronique Flambard, Nicolas Gouvy, Julie Jacques, Elisabetta Magnaghi, Daniela Mancini. Organizing Smart Buildings and Cities. Springer International Publishing, pp.184, 2021, 978-3-030-60607-7. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-60607-7\">⟨10.1007/978-3-030-60607-7⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03279360v1\">⟨hal-03279360⟩</a>",
"title_s":["Organizing Smart Buildings and Cities"],
"authFullName_s":["Véronique Flambard","Nicolas Gouvy","Julie Jacques","Elisabetta Magnaghi","Daniela Mancini"],
"halId_s":"hal-03279360",
"docType_s":"OUV",
"producedDateY_i":2021
},{
"citationRef_s":"<i>PPSN 2020</i>, Sep 2020, Leiden, Netherlands. pp.65-77, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-58112-1_5\">⟨10.1007/978-3-030-58112-1_5⟩</a>",
"citationFull_s":"Sara Tari, Holger Hoos, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan. Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification. <i>PPSN 2020</i>, Sep 2020, Leiden, Netherlands. pp.65-77, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-58112-1_5\">⟨10.1007/978-3-030-58112-1_5⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02932462v1\">⟨hal-02932462⟩</a>",
"title_s":["Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification"],
"authFullName_s":["Sara Tari","Holger Hoos","Julie Jacques","Marie-Eléonore Kessaci","Laetitia Jourdan"],
"halId_s":"hal-02932462",
"docType_s":"COMM",
"producedDateY_i":2020
},{
"citationRef_s":"<i>International Journal of Medical Informatics</i>, 2020, October 2020, 142, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijmedinf.2020.104242\">⟨10.1016/j.ijmedinf.2020.104242⟩</a>",
"citationFull_s":"Julie Jacques, Helene Martin-Huyghe, Justine Lemtiri-Florek, Julien Taillard, Laetitia Jourdan, et al.. 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. <i>International Journal of Medical Informatics</i>, 2020, October 2020, 142, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.ijmedinf.2020.104242\">⟨10.1016/j.ijmedinf.2020.104242⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02920596v1\">⟨hal-02920596⟩</a>",
"title_s":["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"],
"authFullName_s":["Julie Jacques","Helene Martin-Huyghe","Justine Lemtiri-Florek","Julien Taillard","Laetitia Jourdan","Clarisse Dhaenens","David Delerue","Arnaud Hansske","Valérie Leclercq"],
"halId_s":"hal-02920596",
"docType_s":"ART",
"producedDateY_i":2020
},{
"citationRef_s":"<i>2020 IEEE Congress on Evolutionary Computation (CEC)</i>, Jul 2020, Glasgow, United Kingdom. pp.1-8, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC48606.2020.9185785\">⟨10.1109/CEC48606.2020.9185785⟩</a>",
"citationFull_s":"Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, et al.. Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. <i>2020 IEEE Congress on Evolutionary Computation (CEC)</i>, Jul 2020, Glasgow, United Kingdom. pp.1-8, <a target=\"_blank\" href=\"https://dx.doi.org/10.1109/CEC48606.2020.9185785\">⟨10.1109/CEC48606.2020.9185785⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02935096v1\">⟨hal-02935096⟩</a>",
"title_s":["Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data"],
"authFullName_s":["Sara Tari","Nicolas Szczepanski","Lucien Mousin","Julie Jacques","Marie-Eléonore Kessaci","Laetitia Jourdan"],
"halId_s":"hal-02935096",
"docType_s":"COMM",
"producedDateY_i":2020
},{
"citationRef_s":"<i>Congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF)</i>, Feb 2020, Montpellier, France",
"citationFull_s":"Sara Tari, Laetitia Jourdan, Marie-Eléonore Kessaci, Julie Jacques, Lucien Mousin. Optimisation multiobjectif pour le diagnostic de pathologies via biomarqueurs. <i>Congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF)</i>, Feb 2020, Montpellier, France. <a target=\"_blank\" href=\"https://hal.science/hal-02875059v1\">⟨hal-02875059⟩</a>",
"title_s":["Optimisation multiobjectif pour le diagnostic de pathologies via biomarqueurs"],
"authFullName_s":["Sara Tari","Laetitia Jourdan","Marie-Eléonore Kessaci","Julie Jacques","Lucien Mousin"],
"halId_s":"hal-02875059",
"docType_s":"COMM",
"producedDateY_i":2020
},{
"citationRef_s":"<i>LION 2020 - Learning and Intelligent Optimization</i>, 2020, Athens, Greece. pp.151-157, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-53552-0_16\">⟨10.1007/978-3-030-53552-0_16⟩</a>",
"citationFull_s":"Sara Tari, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan. Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm. <i>LION 2020 - Learning and Intelligent Optimization</i>, 2020, Athens, Greece. pp.151-157, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-53552-0_16\">⟨10.1007/978-3-030-53552-0_16⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-02927503v1\">⟨hal-02927503⟩</a>",
"title_s":["Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm"],
"authFullName_s":["Sara Tari","Lucien Mousin","Julie Jacques","Marie-Eléonore Kessaci","Laetitia Jourdan"],
"halId_s":"hal-02927503",
"docType_s":"COMM",
"producedDateY_i":2020
},{
"citationRef_s":"<i>Innovation and Research in BioMedical engineering</i>, 2018, 39 (2), pp.83-92. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2017.12.002\">⟨10.1016/j.irbm.2017.12.002⟩</a>",
"citationFull_s":"Clarisse Dhaenens, Julie Jacques, Vincent Vandewalle, Maxence Vandromme, Emmanuel Chazard, et al.. ClinMine: Optimizing the Management of Patients in Hospital. <i>Innovation and Research in BioMedical engineering</i>, 2018, 39 (2), pp.83-92. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.irbm.2017.12.002\">⟨10.1016/j.irbm.2017.12.002⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01692197v1\">⟨hal-01692197⟩</a>",
"title_s":["ClinMine: Optimizing the Management of Patients in Hospital"],
"authFullName_s":["Clarisse Dhaenens","Julie Jacques","Vincent Vandewalle","Maxence Vandromme","Emmanuel Chazard","Cristian Preda","Alexandru Amarioarei","Porpimol Chaiwuttisak","Cristina Cozma","Grégoire Ficheur","Marie-Eléonore Kessaci","Renaud Perichon","Julien Taillard","Régis Bordet","Apolline Lansiaux","Laetitia Jourdan","David Delerue","Arnaud Hansske"],
"halId_s":"hal-01692197",
"docType_s":"ART",
"producedDateY_i":2018
},{
"citationRef_s":"<i>Knowledge-Based Systems</i>, 2017, 122, pp.148-158. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.knosys.2017.02.001\">⟨10.1016/j.knosys.2017.02.001⟩</a>",
"citationFull_s":"Maxence Vandromme, Julie Jacques, Julien Taillard, Hansske Arnaud, Laetitia Jourdan, et al.. Extraction and optimization of classification rules for temporal sequences: Application to hospital data. <i>Knowledge-Based Systems</i>, 2017, 122, pp.148-158. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.knosys.2017.02.001\">⟨10.1016/j.knosys.2017.02.001⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01564520v1\">⟨hal-01564520⟩</a>",
"title_s":["Extraction and optimization of classification rules for temporal sequences: Application to hospital data"],
"authFullName_s":["Maxence Vandromme","Julie Jacques","Julien Taillard","Hansske Arnaud","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-01564520",
"docType_s":"ART",
"producedDateY_i":2017
},{
"citationRef_s":"<i>International Workshop on Machine Learning, Optimization and Big Data</i>, Aug 2016, Volterra, Italy. pp.12",
"citationFull_s":"Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. A scalable biclustering method for heterogeneous medical data. <i>International Workshop on Machine Learning, Optimization and Big Data</i>, Aug 2016, Volterra, Italy. pp.12. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01420947v1\">⟨hal-01420947⟩</a>",
"title_s":["A scalable biclustering method for heterogeneous medical data"],
"authFullName_s":["Maxence Vandromme","Julie Jacques","Julien Taillard","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-01420947",
"docType_s":"COMM",
"producedDateY_i":2016
},{
"citationRef_s":"<i>EP-Europace</i>, 2016, 18 (3), pp.347-352. <a target=\"_blank\" href=\"https://dx.doi.org/10.1093/europace/euv234\">⟨10.1093/europace/euv234⟩</a>",
"citationFull_s":"Arnaud Rosier, Philippe Mabo, Lynda Temal, Pascal van Hille, Olivier Dameron, et al.. Personalized and automated remote monitoring of atrial fibrillation. <i>EP-Europace</i>, 2016, 18 (3), pp.347-352. <a target=\"_blank\" href=\"https://dx.doi.org/10.1093/europace/euv234\">⟨10.1093/europace/euv234⟩</a>. <a target=\"_blank\" href=\"https://univ-rennes.hal.science/hal-01331019v1\">⟨hal-01331019⟩</a>",
"title_s":["Personalized and automated remote monitoring of atrial fibrillation"],
"authFullName_s":["Arnaud Rosier","Philippe Mabo","Lynda Temal","Pascal van Hille","Olivier Dameron","Louise Deléger","Cyril Grouin","Pierre Zweigenbaum","Julie Jacques","Emmanuel Chazard","Laure Laporte","Christine Henry","Anita Burgun"],
"halId_s":"hal-01331019",
"docType_s":"ART",
"producedDateY_i":2016
},{
"citationRef_s":"<i>Studies in Health Technology and Informatics</i>, 2016, 221, pp.59--63. <a target=\"_blank\" href=\"https://dx.doi.org/10.3233/978-1-61499-633-0-59\">⟨10.3233/978-1-61499-633-0-59⟩</a>",
"citationFull_s":"Arnaud Rosier, Philippe Mabo, Lynda Temal, Pascal van Hille, Olivier Dameron, et al.. Remote Monitoring of Cardiac Implantable Devices: Ontology Driven Classification of the Alerts. <i>Studies in Health Technology and Informatics</i>, 2016, 221, pp.59--63. <a target=\"_blank\" href=\"https://dx.doi.org/10.3233/978-1-61499-633-0-59\">⟨10.3233/978-1-61499-633-0-59⟩</a>. <a target=\"_blank\" href=\"https://univ-rennes.hal.science/hal-01319949v1\">⟨hal-01319949⟩</a>",
"title_s":["Remote Monitoring of Cardiac Implantable Devices: Ontology Driven Classification of the Alerts"],
"authFullName_s":["Arnaud Rosier","Philippe Mabo","Lynda Temal","Pascal van Hille","Olivier Dameron","Louise Deléger","Cyril Grouin","Pierre Zweigenbaum","Julie Jacques","Emmanuel Chazard","Laure Laporte","Christine Henry","Anita Burgun"],
"halId_s":"hal-01319949",
"docType_s":"ART",
"producedDateY_i":2016
},{
"citationRef_s":"<i>Metaheuristics International Conference (MIC)</i>, Jun 2015, Agadir, Morocco. pp.10",
"citationFull_s":"Maxence Vandromme, Julie Jacques, Julien Taillard, Clarisse Dhaenens, Laetitia Jourdan. Handling numerical data to evolve classification rules using a Multi-Objective Local Search. <i>Metaheuristics International Conference (MIC)</i>, Jun 2015, Agadir, Morocco. pp.10. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01249092v1\">⟨hal-01249092⟩</a>",
"title_s":["Handling numerical data to evolve classification rules using a Multi-Objective Local Search"],
"authFullName_s":["Maxence Vandromme","Julie Jacques","Julien Taillard","Clarisse Dhaenens","Laetitia Jourdan"],
"halId_s":"hal-01249092",
"docType_s":"COMM",
"producedDateY_i":2015
},{
"citationRef_s":"<i>Conference ROADEF 2015</i>, Feb 2015, Marseille, France",
"citationFull_s":"Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. Impact de la discrétisation des données numériques sur l’efficacité d’un algorithme de classification par métaheuristique. <i>Conference ROADEF 2015</i>, Feb 2015, Marseille, France. <a target=\"_blank\" href=\"https://inria.hal.science/hal-01249097v1\">⟨hal-01249097⟩</a>",
"title_s":["Impact de la discrétisation des données numériques sur l’efficacité d’un algorithme de classification par métaheuristique"],
"authFullName_s":["Maxence Vandromme","Julie Jacques","Julien Taillard","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-01249097",
"docType_s":"COMM",
"producedDateY_i":2015
},{
"citationRef_s":"<i>Springer Handbook of Computational Intelligence</i>, pp.1211--1223, 2015, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-662-43505-2_61\">⟨10.1007/978-3-662-43505-2_61⟩</a>",
"citationFull_s":"Julie Hamon, Julie Jacques, Laetitia Jourdan, Clarisse Dhaenens. Knowledge Discovery in Bioinformatics. <i>Springer Handbook of Computational Intelligence</i>, pp.1211--1223, 2015, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-662-43505-2_61\">⟨10.1007/978-3-662-43505-2_61⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01216511v1\">⟨hal-01216511⟩</a>",
"title_s":["Knowledge Discovery in Bioinformatics"],
"authFullName_s":["Julie Hamon","Julie Jacques","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-01216511",
"docType_s":"COUV",
"producedDateY_i":2015
},{
"citationRef_s":"<i>Applied Soft Computing</i>, 2015, 34, pp.705--720. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.asoc.2015.06.002\">⟨10.1016/j.asoc.2015.06.002⟩</a>",
"citationFull_s":"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. <i>Applied Soft Computing</i>, 2015, 34, pp.705--720. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.asoc.2015.06.002\">⟨10.1016/j.asoc.2015.06.002⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-01216483v1\">⟨hal-01216483⟩</a>",
"title_s":["Conception of a dominance-based multi-objective local search in the context of classification rule mining in large and imbalanced data sets"],
"authFullName_s":["Julie Jacques","Julien Taillard","David Delerue","Clarisse Dhaenens","Laetitia Jourdan"],
"halId_s":"hal-01216483",
"docType_s":"ART",
"producedDateY_i":2015
},{
"citationRef_s":"Apprentissage [cs.LG]. Université des Sciences et Technologie de Lille - Lille I, 2013. Français. <a target=\"_blank\" href=\"https://www.theses.fr/\">⟨NNT : ⟩</a>",
"citationFull_s":"Julie Jacques. Classification sur données médicales à l'aide de méthodes d'optimisation et de datamining, appliquée au pré-screening dans les essais cliniques. Apprentissage [cs.LG]. Université des Sciences et Technologie de Lille - Lille I, 2013. Français. <a target=\"_blank\" href=\"https://www.theses.fr/\">⟨NNT : ⟩</a>. <a target=\"_blank\" href=\"https://theses.hal.science/tel-00919876v1\">⟨tel-00919876⟩</a>",
"title_s":["Classification sur données médicales à l'aide de méthodes d'optimisation et de datamining, appliquée au pré-screening dans les essais cliniques","Classification of medical data using optimization methods applied to patient screening in clinical trials."],
"authFullName_s":["Julie Jacques"],
"halId_s":"tel-00919876",
"docType_s":"THESE",
"producedDateY_i":2013
},{
"citationRef_s":"<i>Genetic and Evolutionary Computation Conference (GECCO 2013)</i>, Jul 2013, Amsterdam, Netherlands. pp.543-550",
"citationFull_s":"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. <i>Genetic and Evolutionary Computation Conference (GECCO 2013)</i>, Jul 2013, Amsterdam, Netherlands. pp.543-550. <a target=\"_blank\" href=\"https://hal.science/hal-00806777v1\">⟨hal-00806777⟩</a>",
"title_s":["The benefits of using multi-objectivization for mining Pittsburgh partial classification rules in imbalanced and discrete data"],
"authFullName_s":["Julie Jacques","Julien Taillard","David Delerue","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-00806777",
"docType_s":"COMM",
"producedDateY_i":2013
},{
"citationRef_s":"<i>Learning and Intelligent OptimizatioN Conference (LION 7)</i>, Jan 2013, Catania, Italy. pp.37-51",
"citationFull_s":"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. <i>Learning and Intelligent OptimizatioN Conference (LION 7)</i>, Jan 2013, Catania, Italy. pp.37-51. <a target=\"_blank\" href=\"https://hal.science/hal-00806757v1\">⟨hal-00806757⟩</a>",
"title_s":["MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classification in Large and Imbalanced Datasets"],
"authFullName_s":["Julie Jacques","Julien Taillard","David Delerue","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-00806757",
"docType_s":"COMM",
"producedDateY_i":2013
},{
"citationRef_s":"<i>International Conference on Metaheuristics and Nature Inspired Computing</i>, Oct 2012, Port El-Kantaoui, Tunisia",
"citationFull_s":"Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens. Multi-objective local search for mining Pittsburgh classification rules. <i>International Conference on Metaheuristics and Nature Inspired Computing</i>, Oct 2012, Port El-Kantaoui, Tunisia. <a target=\"_blank\" href=\"https://hal.science/hal-00749712v1\">⟨hal-00749712⟩</a>",
"title_s":["Multi-objective local search for mining Pittsburgh classification rules"],
"authFullName_s":["Julie Jacques","Julien Taillard","David Delerue","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-00749712",
"docType_s":"COMM",
"producedDateY_i":2012
},{
"citationRef_s":"<i>Congrès Mondial dElectrophysiologie et de Techniques Cardiaques</i>, Jan 2012, Nice, France",
"citationFull_s":"Anita Burgun, Philippe Mabo, Pascal van Hille, Louise Deléger, Cyril Grouin, et al.. Computerized CHA2DS2Vasc classification in remote atrial fibrillation alerts: an ontology-based approach. <i>Congrès Mondial dElectrophysiologie et de Techniques Cardiaques</i>, Jan 2012, Nice, France. <a target=\"_blank\" href=\"https://hal.science/hal-01831252v1\">⟨hal-01831252⟩</a>",
"title_s":["Computerized CHA2DS2Vasc classification in remote atrial fibrillation alerts: an ontology-based approach"],
"authFullName_s":["Anita Burgun","Philippe Mabo","Pascal van Hille","Louise Deléger","Cyril Grouin","Régis Beuscart","Julie Jacques","Christine Henry","Laure Duchemin","Arnaud Rosier"],
"halId_s":"hal-01831252",
"docType_s":"COMM",
"producedDateY_i":2012
},{
"citationRef_s":"<i>ROADEF 2011: 12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision</i>, Mar 2011, Saint-Étienne, France",
"citationFull_s":"Julie Jacques, David Delerue, Laetitia Jourdan, Clarisse Dhaenens. Extension des critères d'inclusions dans les essais cliniques à l'aide de méthodes d'optimisation. <i>ROADEF 2011: 12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision</i>, Mar 2011, Saint-Étienne, France. <a target=\"_blank\" href=\"https://inria.hal.science/hal-00639523v1\">⟨hal-00639523⟩</a>",
"title_s":["Extension des critères d'inclusions dans les essais cliniques à l'aide de méthodes d'optimisation"],
"authFullName_s":["Julie Jacques","David Delerue","Laetitia Jourdan","Clarisse Dhaenens"],
"halId_s":"hal-00639523",
"docType_s":"COMM",
"producedDateY_i":2011
},{
"citationRef_s":"[Rapport Technique] 2009",
"citationFull_s":"Anne-Françoise Le Meur, Guillaume Waignier, Damien Fournier, Julie Jacques, David Delerue. Démonstrateur de l'application DMP. [Rapport Technique] 2009. <a target=\"_blank\" href=\"https://inria.hal.science/hal-00669795v1\">⟨hal-00669795⟩</a>",
"title_s":["Démonstrateur de l'application DMP"],
"authFullName_s":["Anne-Françoise Le Meur","Guillaume Waignier","Damien Fournier","Julie Jacques","David Delerue"],
"halId_s":"hal-00669795",
"docType_s":"REPORT",
"producedDateY_i":2009
}]
}
}