- Thomas ROY, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Jean-Pierre DIDIER, Davy LAROCHE. “Unified modeling language for patient-centered telerehabilitation: A comprehensive framework integrating medical and biopsychosocial pathways”. In the Medical Informatics. vol. 199, pp. 105882. DOI: 10.1016/j.ijmedinf.2025.105882, ISSN: 1872-8243. Elsevier. Scimago: Q1, WoS: Q2, IF: 3.700. 2025.
- Florian DELL'OVA, Yoann BRULÉ, Nicolas GROS, Justin BIZOUARD, Diana SHAKIROVA, Aurélie BERTAUX, Aymeric LERAY, Ouassila LABBANI NARSIS, Christophe NICOLLE, Gérard COLAS DES FRANCS, Alexandre BOUHELIER, Erik DUJARDIN. “Compact implementation of a 1-bit adder by coherent 2-beam excitation of a single plasmonic cavity”. In the ACS Photonics. vol. 11, n. 2, pp. 752-761. DOI: 10.1021/acsphotonics.3c01624, ISSN: 2330-4022. American Chemical Society. IF: 6.500. 2024.
- Sarah GHIDALIA, Ouassila LABBANI NARSIS, Aurélie BERTAUX, Christophe NICOLLE. “Combining machine learning and ontology: A systematic literature review”. In the arXiv e-Print Archive. n. 2401.07744. DOI: 10.48550/arXiv.2401.07744. Cornell University. 2024.
- Zineb Leila OUTEMZABET, Nicolas GAUD, Aurélie BERTAUX, Christophe NICOLLE, Stéphane GERART, Sébastien VACHENC. “Harnessing Heterogeneous Information Networks : A Systematic Literature Review”. In the Computer Science Review. vol. 52, pp. 100633. DOI: 10.1016/j.cosrev.2024.100633, ISSN: 1574-0137. Elsevier. Ranking: Q1, IF: 13.300. May, 2024.
- Florian DELL'OVA, Yoann BRULÉ, Nicolas GROS, Justin BIZOUARD, Diana SHAKIROVA, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Christophe NICOLLE, Gérard COLAS DES FRANCS, Alexandre BOUHELIER, Erik DUJARDIN. “Compact implementation of an all-optical 1-bit full adder by coherent excitation of a single 3-µm2 plasmonic cavity”. In the EPJ Web Conference (EPJ Web Conference-23). vol. 287, n. 04014, pp. 2. ISBN: 2100-014X. 2023.
- Sarah GHIDALIA, Ouassila LABBANI NARSIS, Aurélie BERTAUX, Christophe NICOLLE. “Automating Physical Knowledge Integration in Machine Learning”. In the 17th IEEE International Conference on Signal Image Technology and Internet-Based Systems (SITIS-23). DOI: 10.1109/SITIS61268.2023.00013. Bangkok, Thailand. 2023.
- Alexandre BAZIN, Nicolas GROS, Aurélie BERTAUX, Christophe NICOLLE. “Condensed Representations of Association Rules in n-ary Relations”. In the IEEE Transactions on Knowledge and Data Engineering. DOI: 10.1109/TKDE.2022.3153709, ISSN: 1041-4347. IEEE. Ranking: Q1, IF: 9.235. 2022.
- Aurélie BERTAUX, Mathieu GUEUGNON, Florent MOISSENET, Baptiste ORLIAC, Pierre MARTZ, Jean-Francis MAILLEFERT, Paul ORNETTI, Davy LAROCHE. “Gait analysis dataset of healthy volunteers and patients before and 6 months after total hip arthroplasty”. In the Scientific Data, Scientific data. vol. 9, n. 1, pp. 399. DOI: 10.1038/s41597-022-01483-3, ISSN: 2052-4463. Nature Publishing Group. Ranking: Q1, IF: 8.501. 2022.
- Quentin BRABANT, Amira MOUAKHER, Aurélie BERTAUX. “Preventing Overlaps in Agglomerative Hierarchical Conceptual Clustering”. In the 25th International Conference on Conceptual Structures (ICCS-20). pp. 74-89. DOI: 10.1007/978-3-030-57855-8_6. Series: Ontologies and Concepts in Mind and Machine. CORE: B. 2020.
- Alexandre BAZIN, Aurélie BERTAUX, Christophe NICOLLE. “Représentation condensée de règles d'association multidimensionnelles”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-19). vol. 79. 2019.
- Rami BELKAROUI, Amira MOUAKHER, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Clémentine HUGOL-GENTIAL, Christophe NICOLLE. “WineCloud : Une ontologie d'évènements pour la modélisation sémantique des données de capteurs hétérogènes”. In the Revue des Nouvelles Technologies de l'Information. vol. RNTI-E-35, pp. 379-380. ISSN: 1764-1667. Éditions RNTI. janvier, 2019.
- Rami BELKAROUI, Amira MOUAKHER, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Clémentine HUGOL-GENTIAL, Christophe NICOLLE. “SmartVine : un système multi-capteurs d'aide à la décision pour une viticulture intelligente”. In the Conférence Nationale en Intelligence Artificielle (CNIA-19), in Plate-Forme Intelligence Artificielle (PFIA-19). Toulouse, France. juillet, 2019.
- Aurélie BERTAUX. “Vers l'Intuition Artificielle”. pp. 248. ISBN: 978-6139535910. Editions Universitaires Européennes. 2019.
- Aurélie BERTAUX. “Vers l'Intuition Artificielle (Toward Artificial Intuition)”. Habilitation thesis to supervise Research (HDR), Université Bourgogne-Franche-Comté, Dijon, France. 2019.
- Clémentine HUGOL-GENTIAL, Marie SIMON, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Rami BELKAROUI, Christophe NICOLLE. “Une ontologie de la culture de la vigne : des savoirs académiques aux savoirs d'expérience”. In the Revue des Recherches en Communication. vol. 48, pp. 111-129. DOI: 10.14428/rec.v48i48.45493, ISSN: 2033-3331. Centre de Recherche en Communication de l'Université Catholique de Louvain. avril, 2019.
- Clémentine HUGOL-GENTIAL, Marie SIMON, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Rami BELKAROUI, Christophe NICOLLE. “De la science à l'expérience, la pluralité des savoirs en viticulture: le cas des maladies”. In the Colloque organisé dans le cadre du programme de recherche Univigne (Univigne-19). 2019.
- Clémentine HUGOL-GENTIAL, Marie SIMON, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Christophe NICOLLE. “Traçabilité et analyse BigData sur la chaîne de valeur vitivinicole. De la science à l’expérience, la pluralité des savoirs en viticulture : le cas des maladies”. In the Colloque organisé dans le cadre du programme de recherche Univigne (Univigne-19). DOI: 10.13140/RG.2.2.26135.21925. 2019.
- Amira MOUAKHER, Rami BELKAROUI, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Clémentine HUGOL-GENTIAL, Christophe NICOLLE. “An Ontology-Based Monitoring System in Vineyards of the Burgundy Region”. In the IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-19). pp. 307-312. DOI: 10.1109/WETICE.2019.00070. Capri Napoli, Italy. CORE: B. June, 2019.
- Amira MOUAKHER, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Clémentine HUGOL-GENTIAL, Christophe NICOLLE. “Ontology for Smart Viticulture: Integrating Inference Rules Based on Sensor Data”. In the International Conference on Service-Oriented Computing (ICSOC-19). DOI: 10.1007/978-3-030-45989-5_14. Toulouse, France. CORE: A. October, 2019.
- Marwan BATROUNI, Aurélie BERTAUX, Christophe NICOLLE. “Scenario analysis, from BigData to black swan”. In the Computer Science Review. vol. 28, n. 28, pp. 131-139. DOI: 10.1016/j.cosrev.2018.02.001, ISSN: 1574-0137. Elsevier. Ranking: Q1, IF: 7.056. May, 2018.
- Marwan BATROUNI, Aurélie BERTAUX, Christophe NICOLLE. “Analyse Ontologique de scénario dans un contexte Big Data”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-18). vol. E-34 of RNTI, pp. 387-388. Eds. Mustapha Lebbah, Christine Largeron, Hanane Azzag. Paris, France. janvier, 2018.
- Marwan BATROUNI, Steven FINCH, Scott WILSON, Aurélie BERTAUX, Christophe NICOLLE. “Intelligent Cloud Storage Management for Layered Tiers”. In the 15th International Conference on Cooperative Design, Visualization, and Engineering (CDVE-18). vol. 11151, pp. 33-43. Eds. Yuhua Luo. DOI: 10.1007/978-3-030-00560-3_5. Series: Lecture Notes in Computer Science. Hangzhou, China. CORE: C. October, 2018.
- Alexandre BAZIN, Aurélie BERTAUX. “k-Partite Graphs as Contexts”. In the 14th International Conference on Concept Lattices and their Applications (CLA-18). vol. 2123, pp. 59-67. Eds. Dmitry I. Ignatov and Lhouari Nourine. Olomouc, Czech Republic. 2018.
- Rami BELKAROUI, Aurélie BERTAUX, Ouassila LABBANI NARSIS, Clémentine HUGOL-GENTIAL, Christophe NICOLLE. “Towards Events Ontology Based on Data Sensors Network for Viticulture Domain”. In the 8th International Conference on the Internet of Things (IoT-18). pp. 44:1-44:7. DOI: 10.1145/3277593.3277619. New York, NY, USA. 2018.
- Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX. “Ontology-based Approach for Unsupervised and Adaptive Focused Crawling”. In the International Workshop on Semantic Big Data (SBD-17), in International Conference on Management of Data (SIGMOD/PODS-17). pp. 2:1-2:6. DOI: 10.1145/3066911.3066912. New York, NY, USA. 2017.
- Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX. “Predictive and evolutive cross-referencing for web textual sources”. In the Science and Information Conference (SAI-17). pp. 1114-1122. DOI: 10.1109/SAI.2017.8252230. 2017.
- Rafael PEIXOTO, Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “Hierarchical Multi-Label Classification Using Web Reasoning for Large Datasets”. In the Semantic Web. vol. 3, n. 1, pp. 1-15. DOI: 10.19210/1006.3.1.1, ISSN: 2210-4968. IOS Press. Scimago: Q1, WoS: Q2, IF: 3.354. 2016.
- Rafael PEIXOTO, Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “An Unsupervised Classification Process for Large Datasets Using Web Reasoning”. In the International Workshop on Semantic Big Data (SBD-16), in International Conference on Management of Data (SIGMOD/PODS-16). pp. 9:1-9:6. DOI: 10.1145/2928294.2928301. New York, NY, USA. 2016.
- Yannick BENEZETH, Aurélie BERTAUX, Aldric MANCEAU. “Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation”. In the IEEE Conference in Image Processing (ICIP-15). pp. 3315-3318. DOI: 10.1109/ICIP.2015.7351417. CORE: B. 2015.
- Yoan CHABOT, Aurélie BERTAUX, Christophe NICOLLE, Tahar KECHADI. “An ontology-based approach for the reconstruction and analysis of digital incidents timelines”. In the Digital Investigation. vol. 15, pp. 83-100. DOI: 10.1016/j.diin.2015.07.005, ISSN: 1742-2876. Elsevier. Scimago: Q2, WoS: Q3. 2015.
- Yoan CHABOT, Aurélie BERTAUX, Christophe NICOLLE, Tahar KECHADI. “Représentation sémantiquement riche d'évènements pour le domaine de la criminalistique informatique”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-15). Luxembourg. 2015.
- Yoan CHABOT, Tahar KECHADI, Aurélie BERTAUX, Christophe NICOLLE. “Event reconstruction: A state of the art”. In book Handbook of Research on Digital Crime, Cyberspace Security, and Information Assurance. DOI: 10.4018/978-1-4666-6324-4.ch015, ISBN: 978-1-4666-6327-5. 2015.
- Thomas HASSAN, Rafael PEIXOTO, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “Analyse Sémantique du Big Data par Classification Hiérarchique Multi-Label”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-15). Luxembourg. 2015.
- Rafael PEIXOTO, Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “Semantic HMC for Business Intelligence Using Cross-Referencing”. In the 14th International Conference on Informatics in Economy (IE-15). pp. 576-581. Bucharest, Romania. 2015.
- Rafael PEIXOTO, Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “Semantic HMC: A Predictive Model Using Multi-label Classification for Big Data”. In the IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom-15). pp. 173-179. DOI: 10.1109/Trustcom.2015.578. CORE: A. 2015.
- Rafael PEIXOTO, Thomas HASSAN, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA, Yoan CHABOT, Christophe NICOLLE, Tahar KECHADI. “De la scène de crime aux connaissances : représentation d'évènements et peuplement d'ontologie appliqués au domaine de la criminalistique informatique”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-15). Luxembourg. 2015.
- Joe RAAD, Aurélie BERTAUX, Christophe CRUZ. “A survey on how to cross-reference web information sources”. In the Science and Information Conference (SAI-15). pp. 609-618. DOI: 10.1109/SAI.2015.7237206. 2015.
- David WERNER, Christophe CRUZ, Aurélie BERTAUX. “Classification multi-label par raisonnement logique pour l'indexation sémantique de documents”. In the 15th Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-15). pp. 473-474. Eds. Otjacques, Benoît and Darmont, Jérôme and Tamisier, Thomas. 2015.
- Yoan CHABOT, Aurélie BERTAUX, Tahar KECHADI, Christophe NICOLLE. “Reconstruction et analyse sémantique de chronologies cybercriminelles”. In the 14th Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-14). pp. 521-524. Eds. RNTI, Editions. Rennes, France. 2014.
- Yoan CHABOT, Aurélie BERTAUX, Christophe NICOLLE, Tahar KECHADI. “A complete formalized knowledge representation model for advanced digital forensics timeline analysis”. In the Digital Investigation, Special Issue of the DFRWS Conference. vol. 11, n. Suppl. 2, pp. S95-S105. DOI: 10.1016/j.diin.2014.05.009, ISSN: 1742-2876. Elsevier. Scimago: Q2, WoS: Q3. 2014.
- Yoan CHABOT, Aurélie BERTAUX, Christophe NICOLLE, Tahar KECHADI. “Automatic timeline construction and analysis for computer forensics purposes”. In the IEEE Joint Intelligence and Security Informatics Conference (JISIC-14). pp. 276-279. DOI: 10.1109/JISIC.2014.54. 2014.
- Thomas HASSAN, Rafael PEIXOTO, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “Semantic HMC for big data analysis”. In the IEEE International Conference on Big Data (BigDdata-14). pp. 26-28. Eds. Lin, Jimmy J. and Pei, Jian and Hu, Xiaohua and Chang, Wo and Nambiar, Raghunath and Aggarwal, Charu C. and Cercone, Nick and Honavar, Vasant G. and Huan, Jun and Mobasher, Bamshad and Pyne, Saumyadipta. DOI: 10.1109/BigData.2014.7004482. 2014.
- Thomas HASSAN, David WERNER, Aurélie BERTAUX, Christophe CRUZ. “Profile refinement in ontology-based recommander systems for economical e-news”. In the 14th International Conference on Informatics in Economy (IE-14). Bucharrest, Romania. 2014.
- David WERNER, Christophe CRUZ, Aurélie BERTAUX. “Évaluation de la pertinence dans un système de recommandation sémantique de nouvelles économiques”. In the 14th Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-14). pp. 549-552. Rennes, France. 2014.
- David WERNER, Christophe CRUZ, Aurélie BERTAUX, Nuno SILVA. “An Ontology-Based Recommender System using Hierarchical Multiclassification for Economical e-News”. In book Studies in Computational Intelligence. Series: Springer Book Series. 2014.
- David WERNER, Thomas HASSAN, Aurélie BERTAUX, Christophe CRUZ, Nuno SILVA. “Semantic-Based Recommender System with Human Feeling Relevance Measure”. In the Science and Information Conference (SAI-14). pp. 177-191. Eds. Arai, Kohei and Kapoor, Supriya and Bhatia, Rahul. DOI: 10.1007/978-3-319-14654-6_11. London, UK. 2014.
- David WERNER, Nuno SILVA, Christophe CRUZ, Aurélie BERTAUX. “An Ontology-Based Recommender System using Hierarchical Multiclassification for Economical e-News”. In the Science and Information Conference (SAI-14). London, UK. 2014.
- David WERNER, Nuno SILVA, Christophe CRUZ, Aurélie BERTAUX. “Using DL-reasoner for hierarchical multilabel classification applied to economical e-news”. In the Science and Information Conference (SAI-14). pp. 313-320. DOI: 10.1109/SAI.2014.6918205. London, UK. 2014.
- Behrooz omidvar TEHRANI, Sihem AMER-YAHIA, Alexandre TERMIER, Aurélie BERTAUX, Eric GAUSSIER, Marie Christine ROUSSET. “Towards a framework for semantic exploration of frequent patterns”. In the International Workshop on Information Management in Mobile Applications (IMMoA-13), in International Conference on Very Large Databases (VLDB-13). pp. 7-14. January, 2013.
- Patricia LÓPEZ-CUEVA, Aurélie BERTAUX, Alexandre TERMIER, Jean-François MÉHAUT, Miguel SANTANA. “Debugging embedded multimedia application traces through periodic pattern mining”. In the 10th ACM SIGBED International Conference on Embedded Software (EMSOFT-12). pp. 13-22. DOI: 10.1145/2380356.2380366. Tampere, Finland. CORE: A. 2012.
- Patricia LÓPEZ-CUEVA, Aurélie BERTAUX, Alexandre TERMIER, Jean-François MÉHAUT, Miguel SANTANA. “Periodic Pattern Mining of Embedded Multimedia Application Traces”. In the 7th International Conference on Embedded and Multimedia Computing (EMC-12). pp. 29-37. Eds. James J. Park, Young-Sik Jeong, Sang Oh Park, Hsing-Chung Chen. DOI: 10.1007/978-94-007-5076-0_4. Series: Lecture Notes in Electrical Engineering. Gwangju, South Korea. 2012.
- Sylvain MARTIN, Aurélie BERTAUX, Florence LE BER, Elodie MAILLARD, Gwenaël IMFELD. “Seasonal Changes of Macroinvertebrate Communities in a Stormwater Wetland Collecting Pesticide Runoff From a Vineyard Catchment (Alsace)”. In the Archives of Environmental Contamination and Toxicology. vol. 62, n. 1, pp. 29-41. DOI: 10.1007/s00244-011-9687-6, ISSN: 1432-0703. Springer. 2012.
- Aurélie BERTAUX. “Treillis de Galois pour les contextes multi-valués flous. Application à l'étude des traits de vie en hydrobiologie”. Doctoral thesis, University of Strasbourg, Strasbourg, France. 2010.
- Aurélie BERTAUX, Florence LE BER, Agnès BRAUD, Michèle TRÉMOLIÈRES. “Mining Complex Hydrobiological Data with Galois Lattices”. In the Computing and Information Sciences. vol. 7, n. 2, pp. 63-77. ISSN: 1708-0460. APCEP. January, 2010.
- Aurélie BERTAUX, Florence le BER, Agnès BRAUD, Michèle TRÉMOLIÈRES. “Identifying Ecological Traits: A Concrete FCA-Based Approach”. In the 7th International Conference on Formal Concept Analysis (ICFCA-9). vol. 5548, pp. 224-236. Eds. Ferré, Sébastien and Rudolph, Sebastian. DOI: 10.1007/978-3-642-01815-2_17. Series: Lecture Notes in Artificial Intelligence. Darmstadt, Germany. January, 2009.
- Aurélie BERTAUX, Florence LE BER, Agnès BRAUD. “Correspondances de Galois pour la manipulation de contextes flous multi-valués”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-9). pp. 193-198. Strasbourg, France. 2009.
- Aurélie BERTAUX, Florence LE BER, Pulu LI, Michèle TRÉMOLIÈRES. “Combiner treillis de Galois et analyse factorielle multiple pour l'analyse de traits biologiques”. In the 16th Recontres de la Société Francophone de Classification (SFC-9). pp. 117-120. Grenoble, France. January, 2009.
- Aurélie BERTAUX, Agnès BRAUD, Florence LE BER. “Mining Complex Hydrobiological Data with Galois Lattices”. In the International Workshop on Advances in Conceptual Knowledge Engineering (ACKE-7). Eds. Tjoa A.M. and Wagner, R. R. DOI: 10.1109/DEXA.2007.148. 2007.
- Aline DERUYVER, Yann HODÉ, Aurélie BERTAUX. “Graph Consistency Checking for Automatic Image Segmentation Driven by Knowledge”. In the International Conference on Human Machine Interaction (HuMaN-7). pp. 246-251. Timimoun, Algeria. 2007.
- Jerzy KORCZAK, Aurélie BERTAUX. “Extension de l'algorithme CURE aux fouilles de données volumineuses”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-6). pp. 547-548. Villeneuve d'Ascq, France. 2006.
- Jerzy KORCZAK, Aurélie BERTAUX. “Fouille d'images IRMf : algorithme CURE”. In the Conférence nationale sur l'Extraction et le Gestion des Connaissances (EGC-5). pp. 107-117. Lille, France. 2005.