Publications

  • 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.
  • Chambers, F. (2024).  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. Université de Genève. doi: 10.13097 https://archive-ouverte.unige.ch/unige:183012
  • Chambers, F., Di Marzo Serugendo, G. (2023). TRACES – Poster : 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. https://archive-ouverte.unige.ch/unige:172073  
  • 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. https://hal.science/hal-04146986v1
  • Chambers, F., Cruz, C., & Serugendo, G. (2023). Agent-based modelling of commuting patterns in Geneva, Switzerland, towards portraying urban expansion and land cover changes. https://doi.org/10.21203/rs.3.rs-3452421/v1
  • 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. https://doi.org/10.3390/su16188181
  • 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. https://doi.org/10.3390/su16208907
  • Di Marzo Serugendo, G., Giovanna, Chambers, F. (2022). TRACES – Agent-based model for prescriptive analysis of the link between land cover change and public transport development. Poster In: UNIGE Data Science Day 2022. https://archive-ouverte.unige.ch/unige:164523
  • 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. https://hal.science/hal-04928685v1
  • 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. https://hal.science/hal-04862153v 1
  • Ghanem, H., Jabbar, S., Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning. In France’s International Conference on Complex Systems (pp. 230-242). Springer Nature Switzerland Cham. https://hal.science/hal-05304062v1
  • 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 & Engineering Systems. https://hal.science/hal-05304062v1
  • Ghanem, H., Jabbar, S., & Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning 2025. RJCIA, 79.
  • Jabbar, H. G. S., Cruz, C. (2025). CoA-Text2OWL: A Chain-of-Agents Framework for Ontology Learning. In Proceedings of The Fifth France’s International Conference on Complex Systems (FRCCS 2025): Advances in Complex Systems Science, Machine Learning, and Interdisciplinary Applications (p. 230). Springer Nature.
  • 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.
  • Milon-Flores D. F., Bernard C., Gensel J., Giuliani G. (2024). LEODS: un framework pour la publication d’observations satellitaires dans le Web des données,” in Atelier GAST (Gestion et Analyse des données Spatiales et Temporelles), Dijon, France.
  • 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. 67–85. https://hal.science/hal-04703071v1
  • 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. 1–12. https://hal.science/hal-04703062v1
  • 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. 405–411 https://hal.science/hal-04357877v1
  • Milon-Flores D. F., Bernard C., Gensel J. (2025). Semantic description of Satellite Earth Observation Time Series. SAGEO 2025, Avignon, France. https://hal.science/hal-05326248v1
  • Milon-Flores D. F. (2025). OFf-SETT: An Ontology-Driven Framework for Semantic Environmental Trajectories of Territories. PhD Thesis. Université Grenoble Alpes. https://hal.science/tel-05361527v1
  • Moix, E. (2024). L’agriculture suisse face aux risques de s√©cheresse : analyse de l’exposition des parcelles agricoles du canton de Fribourg [M√©moire de Ma√Ætrise universitaire en sciences de l’environnement (MUSE)]. Universit√© de Gen√®ve. https://archive-ouverte.unige.ch/unige:189074