Alban Lepailleur
Publications
Publications
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Graph Neural Network Based on Molecular and Pharmacophoric Features for Drug Design ApplicationsWorkshop on Graph-based Representations in Pattern Recognition, Jun 2025, Caen, France. pp.47-57, ⟨10.1007/978-3-031-94139-9_5⟩ |
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Selecting Outstanding Patterns Based on Their Neighbourhood20th International Symposium on Intelligent Data Analysis, IDA 2022, Apr 2022, Rennes, France. pp.185-198, ⟨10.1007/978-3-031-01333-1_15⟩ |
Improving SAR analysis via pharmacophoric feature selection and feature transformation10th SFCi, Sep 2021, Lille, France |
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Mining (Soft-) Skypatterns using Dynamic CSP11th Int. Conf. on Integration of Artificial Intelligence (AI) and Operations Research (OR) techniques in Constraint Programming (CP-AI-OR'14), Sep 2014, Lyon, France. pp.71-87 |
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Découverte des soft-skypatterns avec une approche PPCActes des 13ème Journées Francophones Extraction et Gestion de Connaissances (EGC 2013), Jan 2013, toulouse, France. pp.217-228 |
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Comparing chemical fingerprints for ecotoxicology6èmes journées de la Société Française de Chémoinformatique, Oct 2013, Nancy, France |
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Mining (Soft-)Skypatterns using Constraint ProgrammingInt. Workshop Languages for Data Mining and Machine Learningco-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2013), Sep 2013, Prague, France. pp.20-34 |
Définition of a global model to determine the ecotoxicity of chemical on algea6ème journées de la société française de chemoinformatique, Oct 2013, Nancy, France |
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New measures of interest associated to chemical patterns: definition, implementation and experimental assessment5èmes Journées de la Société Française de Chémoinformatique, Oct 2011, Cabourg, France |
Pharmacophores vs Circular Fingerprints with Learned Feature Transformation Before Clustering. Comparative Studies on Bcr-Abl Data8th Chemoinformatics Strasbourg Summer School, Jun 2022, Strasbourg, France. |
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Découverte automatique de motifs chimiques associés à un profil d'activité : application pour la recherche de structures d'alertes en mutagénicité7èmes Journées de la Société Française de Chémoinformatique, Oct 2015, Nice, France. 2015 |
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Mining (Soft-) Skypatterns Using Constraint ProgrammingFabrice Guillet; Bruno Pinaud; Gilles Venturini; Djamel Abdelkader Zighed. Advances in Knowledge Discovery and Management 5, 615, Springer, pp.105-136, 2016, Studies in Computational Intelligence, 978-3-319-23751-0. ⟨10.1007/978-3-319-23751-0_6⟩ |
Mining (Soft-) Skypatterns Using Dynamic CSPIntegration of AI and OR Techniques in Constraint Programming, 8451, Springer International Publishing, pp.71-87, 2014, Lecture Notes in Computer Science, ⟨10.1007/978-3-319-07046-9_6⟩ |
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Emerging Patterns as Structural Alerts for Computational ToxicologyContrast Data Mining, James Bailey, chapitre 19, 2013, 978-1-4398-5432-7. ⟨10.1201/b12986-25⟩ |
Automatic Discovery of Molecular Graph Patterns Inhibiting Multiple Drug Transporters2014 |
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Knowledge Discovery in Pharmaceutical Drug Transport using Emerging Graph Patterns2014 |
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Supervised classification and QSAR in ecotoxicology: comparison of two methods2009 |
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Assessement of chemical risk phrases in ecotoxicoloy: comparison of two methods2009 |