Julie Jacques
Maîtresse de conférences
CNU : SECTION 27 - INFORMATIQUE
Laboratoire / équipe
Publications
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"citationRef_s":"<i>15th Metaheuristics International Conference</i>, Jun 2024, Lorient, France",
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"title_s":["Extracting White-box Knowledge from Word Embedding: Modeling as an Optimization Problem"],
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"title_s":["MOCA-I"],
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"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"],
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"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"],
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"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"],
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"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"],
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"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"],
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"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"],
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"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"],
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"citationRef_s":"<i>The 8th Annual Conference on machine Learning, Optimization and Data science LOD2022</i>, Sep 2022, Siena, Italy",
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"title_s":["LS-PON: a Prediction-based Local Search for Neural Architecture Search"],
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"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"],
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"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"],
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"title_s":["Improving Local Search for Neural Architecture Search"],
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"title_s":["Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise","Multi-Objective Recommender System Optimization: Application on Corporate MOOC"],
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"title_s":["A Biclustering Method for Heterogeneous and Temporal Medical Data"],
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"title_s":["LS-Weights: Local Search with Weighted Neighborhood Sampling for Neural Architecture Search"],
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"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."],
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"title_s":["A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study"],
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"title_s":["Une approche évolutionnaire multiobjectif pour la planification des cours professionnels"],
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"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"],
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"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"],
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"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"],
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