{"id":81,"date":"2025-05-20T14:24:09","date_gmt":"2025-05-20T14:24:09","guid":{"rendered":"https:\/\/traces-anr-fns.imag.fr\/?page_id=81"},"modified":"2025-12-03T09:53:37","modified_gmt":"2025-12-03T09:53:37","slug":"publications","status":"publish","type":"page","link":"https:\/\/traces-anr-fns.imag.fr\/index.php\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-55815b6310144c41f1f8c3153d563d82\" style=\"color:#a51da5\">Publications<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-text-color has-link-color wp-elements-0c9b57d48fe0414e2e0ff5d8cc2a1dac\" style=\"color:#1e1bd8\">Bougzime, O., Jabbar, S., Cruz, C., Demoly, F. (2025). Evaluating Neuro-Symbolic AI Architectures: Design Principles, Qualitative Benchmark, Comparative Analysis and Results. In 19th International Conference on Neurosymbolic Learning and Reasoning. <\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b3df39617e5e97c690de387ccc585099\" style=\"color:#1e1bd8\">Chambers, F. (2024). &nbsp;Knowledge-graph driven agent-based modelling of semantic environmental trajectories of complex urban systems, Enabling a descriptive, predictive and prescriptive analysis, towards developing digital twins for policy-making. PhD Thesis. Universit\u00e9 de Gen\u00e8ve. doi: 10.13097 <a href=\"https:\/\/archive-ouverte.unige.ch\/unige:183012\">https:\/\/archive-ouverte.unige.ch\/unige:183012<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-55533025b32c12878d4f22ce12a28ce0\" style=\"color:#1e1bd8\">Chambers, F., Di Marzo Serugendo, G. (2023). TRACES \u2013 Poster&nbsp;: Agent-based model for prescriptive analysis of the link between land cover change and public transport development. Poster In: Digital Sciences Day 2023. Geneva, CUI Battelle. <a href=\"https:\/\/archive-ouverte.unige.ch\/unige:172073\">https:\/\/archive-ouverte.unige.ch\/unige:172073<\/a>&nbsp;&nbsp;<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-2183615bded5a79053d77a1b3ce96af1\" style=\"color:#1e1bd8\">Chambers, F., Cruz, C., Di Marzo Serugendo, G. (2023). Agent-based modelling of urban expansion and land cover change: a prototype for the analysis of commuting patterns in Geneva, Switzerland. In French Regional Conference on Complex Systems, Le Havre, 2023. <a href=\"https:\/\/hal.science\/hal-04146986v1\">https:\/\/hal.science\/hal-04146986v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-ee5758bbba69a1b97ea3c10059f566bd\" style=\"color:#1e1bd8\">Chambers, F., Cruz, C., &amp; Serugendo, G. (2023). Agent-based modelling of commuting patterns in Geneva, Switzerland, towards portraying urban expansion and land cover changes. <a href=\"https:\/\/doi.org\/10.21203\/rs.3.rs-3452421\/v1\">https:\/\/doi.org\/10.21203\/rs.3.rs-3452421\/v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-99d3f07ec0274397e1a71f42dadbaad2\" style=\"color:#1e1bd8\">Chambers, F., Di Marzo Serugendo, G., Cruz, C. (2024). A DPSIR-Driven Agent-Based Model for Residential Choices and Mobility in an Urban Setting. Sustainability, 16(18), 8181. MDPI. <a href=\"https:\/\/doi.org\/10.3390\/su16188181\">https:\/\/doi.org\/10.3390\/su16188181<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-805d48f5ef1f4abc3c40c0942e914443\" style=\"color:#1e1bd8\">Chambers, F., Di Marzo Serugendo, G., Cruz, C. (2024). Autonomous Generation of a Public Transportation Network by an Agent-Based Model: Mutual Enrichment with Knowledge Graphs for Sustainable Urban Mobility. Sustainability, 16(20), 8907. MDPI. <a href=\"https:\/\/doi.org\/10.3390\/su16208907\">https:\/\/doi.org\/10.3390\/su16208907<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-da2cf363da8dee2090f7da20524d651e\" style=\"color:#1e1bd8\">Di Marzo Serugendo, G., Giovanna, Chambers, F. (2022). TRACES &#8211; Agent-based model for prescriptive analysis of the link between land cover change and public transport development. Poster In: UNIGE Data Science Day 2022. <a href=\"https:\/\/archive-ouverte.unige.ch\/unige:164523\">https:\/\/archive-ouverte.unige.ch\/unige:164523<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-8c93c38ac94647e58689adc82b65bc1a\" style=\"color:#1e1bd8\">Ghanem, H., Cruz, C. (2024). Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics. In International Knowledge Graph and Semantic Web Conference (pp. 32-46). Springer Nature Switzerland Cham. <a href=\"https:\/\/hal.science\/hal-04928685v1\">https:\/\/hal.science\/hal-04928685v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-589e3afb1377d5ff5c56664091784109\" style=\"color:#1e1bd8\">Ghanem, H., Cruz, C. (2024). Evaluating LLM-Driven Knowledge Graph Construction: A Multi-Metric Approach Addressing Hallucination and Omission. In The 13th International Conference on Complex Networks and their Applications. <a href=\"https:\/\/hal.science\/hal-04862153v\">https:\/\/hal.science\/hal-04862153v<\/a> 1<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b04b9bc901dcf17ab9e1acb7c958daa3\" style=\"color:#1e1bd8\">Ghanem, H., Jabbar, S., Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning. In France&#8217;s International Conference on Complex Systems (pp. 230-242). Springer Nature Switzerland Cham. <a href=\"https:\/\/hal.science\/hal-05304062v1\">https:\/\/hal.science\/hal-05304062v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b661569290cd6b4b758fbf1ef3f78e72\" style=\"color:#1e1bd8\">Ghanem, H., Jabbar, S., Cruz, C. (2025). CoA-Text2OWL: Enhancing Ontology Learning with Chain-of-Agents Framework. In 29th International Conference on Knowledge-Based and Intelligent Information &amp; Engineering Systems. <a href=\"https:\/\/hal.science\/hal-05304062v1\">https:\/\/hal.science\/hal-05304062v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-1bd5b296bfed16f87d2a1b33287d28e6\" style=\"color:#1e1bd8\">Ghanem, H., Jabbar, S., &amp; Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning 2025. RJCIA, 79. <\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-b359d7b90b805a6c55e5d4b5d26dbc29\" style=\"color:#1e1bd8\">Jabbar, H. G. S., Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning. In Proceedings of The Fifth France&#8217;s International Conference on Complex Systems (FRCCS 2025): Advances in Complex Systems Science, Machine Learning, and Interdisciplinary Applications (p. 230). Springer Nature.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-ec599d8104e37c2f2021a94eafe1ad56\" style=\"color:#1e1bd8\">Milon-Flores D. F. (2023). Semantic Environmental Trajectories of Territorial Units, in Proceedings of the Doctoral Consortium at ISWC 2023 co-located with 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece.<\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-dacb5abebd8342eef57a300ea4e3d76d\" style=\"color:#1e1bd8\">Milon-Flores D. F., Bernard C., Gensel J., Giuliani G. (2024). LEODS: un framework pour la publication d\u2019observations satellitaires dans le Web des donn\u00e9es,\u201d in Atelier GAST (Gestion et Analyse des donn\u00e9es Spatiales et Temporelles), Dijon, France. <\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-49979ef500cc5dfda133d9cb0aec89d2\" style=\"color:#1e1bd8\">Milon-Flores D. F., Bernard C., Gensel J., Giuliani G., Chatenoux B., Dao H. (2024). Publication of Satellite Earth Observations in the Linked Open Data Cloud: Experiment Through the TRACES Project, in Web and Wireless Geographical Information Systems, M. Lotfian and L. L. L. Starace, Eds., Cham: Springer Nature Switzerland, pp. 67\u201385. <a href=\"https:\/\/hal.science\/hal-04703071v1\">https:\/\/hal.science\/hal-04703071v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-0fbf62db33946b68d03a115fcba90100\" style=\"color:#1e1bd8\">Milon-Flores D. F., Bernard C., Gensel J., Giuliani G., Chatenoux B., Dao H. (2024). Towards semantic enrichment of Earth Observation data: The LEODS framework, AGILE GIScience Ser., vol. 5, pp. 1\u201312. <a href=\"https:\/\/hal.science\/hal-04703062v1\">https:\/\/hal.science\/hal-04703062v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-e468079ef6c61ab6b43bebb1cfe280a9\" style=\"color:#1e1bd8\">Milon-Flores D. F., Bernard C., Gensel, J., Giuliani G. (2025). Detection and Semantic Description of Changes in Earth Observation Time Series Data, in Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Springer, Cham, pp. 405\u2013411 <a href=\"https:\/\/hal.science\/hal-04357877v1\">https:\/\/hal.science\/hal-04357877v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-d18914385645c4a014c96f069d211f49\" style=\"color:#1e1bd8\">Milon-Flores D. F., Bernard C., Gensel J. (2025). Semantic description of Satellite Earth Observation Time Series. SAGEO 2025, Avignon, France. <a href=\"https:\/\/hal.science\/hal-05326248v1\">https:\/\/hal.science\/hal-05326248v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-39019439a663b404edb87cc606109c6b\" style=\"color:#1e1bd8\">Milon-Flores D. F. (2025). OFf-SETT: An Ontology-Driven Framework for Semantic Environmental Trajectories of Territories. PhD Thesis. Universit\u00e9 Grenoble Alpes. <a href=\"https:\/\/hal.science\/tel-05361527v1\">https:\/\/hal.science\/tel-05361527v1<\/a><\/li>\n\n\n\n<li class=\"has-text-color has-link-color wp-elements-db64e2917d5ac5e9bd35d80632b9989d\" style=\"color:#1e1bd8\">Moix, E. (2024). L&#8217;agriculture suisse face aux risques de s\u221a\u00a9cheresse : analyse de l&#8217;exposition des parcelles agricoles du canton de Fribourg [M\u221a\u00a9moire de Ma\u221a\u00c6trise universitaire en sciences de l&#8217;environnement (MUSE)]. Universit\u221a\u00a9 de Gen\u221a\u00aeve. <a href=\"https:\/\/archive-ouverte.unige.ch\/unige:189074\">https:\/\/archive-ouverte.unige.ch\/unige:189074<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Publications<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-81","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/pages\/81","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/comments?post=81"}],"version-history":[{"count":5,"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/pages\/81\/revisions"}],"predecessor-version":[{"id":156,"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/pages\/81\/revisions\/156"}],"wp:attachment":[{"href":"https:\/\/traces-anr-fns.imag.fr\/index.php\/wp-json\/wp\/v2\/media?parent=81"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}