Association EGC

Special Issue: Advances in Knowledge Discovery and Management, Best Papers of EGC 2025

Éditeurs invités : Baptiste Lafabrègue, Thomas Guyet & Aurélie Leborgne

Data & Knowledge Engineering — Special Issue: EGC 2025

Table des matières

Hassan Abdallah, Béatrice Markhoff, Manon Ovide, Louise Parkin, Arnaud Soulet. Rankingdom: A cooperative architecture for the on-demand analysis of Wikidata.
https://doi.org/10.1016/j.datak.2026.102564

Etienne Tack, Gilles Énée, Thomas Gaillard, Frédéric Flouvat. Simulating complex urban growth using agent based modeling and genetic algorithms.
https://doi.org/10.1016/j.datak.2026.102563

Nathan Le Boudec, Nicolas Voisine, Bruno Crémilleux. Multi-treatment uplift evaluation on non-random assignment biased data.
https://doi.org/10.1016/j.datak.2026.102565

Nicolas Voisine, Lou-Anne Quellet, Marc Boullé, Fabrice Clérot, Anais Collin. Selection of secondary features from multi-table data for classification.
https://doi.org/10.1016/j.datak.2026.102559

Djawad Bekkoucha, Lamine Diop, Abdelkader Ouali, Bruno Crémilleux, Patrice Boizumault. Efficiently sampling interval patterns from numerical databases.
https://doi.org/10.1016/j.datak.2026.102566

Special Issue: Advances in Knowledge Discovery and Management, Best Papers of EGC 2024

Editeurs invités: Jérôme Gensel, Christophe Cruz & Hocine Cherifi

Data & Knowledge Engineering. Volume 156. mars 2025. https://doi.org/10.1016/j.datak.2025.102420

Table des matières

Gaël Marec, Nédra Mellouli. Symmetric non negative matrices factorization applied to the detection of communities in graphs and forensic image analysis. https://doi.org/10.1016/j.datak.2025.102411

Christophe Rodrigues, Marius Ortega, Aurélien Bossard, Nédra Mellouli. REDIRE: Extreme REduction DImension for extRactivE Summarization. https://doi.org/10.1016/j.datak.2025.102407

Wissal Benjira, Faten Atigui, Bénédicte Bucher, Malika Grim-Yefsah, Nicolas Travers. Automated mapping between SDG indicators and open data: An LLM-augmented knowledge graph approach. https://doi.org/10.1016/j.datak.2024.102405

Danrun Cao, Nicolas Béchet, Pierre-François Marteau, Oussama Ahmia. Textual data augmentation using generative approaches – Impact on named entity recognition tasks. https://doi.org/10.1016/j.datak.2024.102403

Thomas Guyet, Pierre Pinson, Enoal Gesny. Clustering of timed sequences – Application to the analysis of care pathways. https://doi.org/10.1016/j.datak.2024.102401

Louenas Bounia, Insaf Setitra. Enhancing the intelligibility of decision trees with concise and reliable probabilistic explanations. https://doi.org/10.1016/j.datak.2024.102394

François Camelin, Samir Loudni, Gilles Pesant, Charlotte Truchet. Coupling MDL and Markov chain Monte Carlo to sample diverse pattern sets. https://doi.org/10.1016/j.datak.2024.102393

Aya Sahbi, Céline Alec, Pierre Beust. Semantic vs. LLM-based approach: A case study of KOnPoTe vs. Claude for ontology population from French advertisements. https://doi.org/10.1016/j.datak.2024.102392

Mathieu Chartier, Nabil Dakkoune, Guillaume Bourgeois, Stéphane Jean. HiBenchLLM: Historical Inquiry Benchmarking for Large Language Models. https://doi.org/10.1016/j.datak.2024.102383

Hugo Attali, Davide Buscaldi, Nathalie Pernelle. Curvature constrained MPNNs: Improving message passing with local structural properties. https://doi.org/10.1016/j.datak.2024.102382