Catégorie : Publications

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

Special Issue: Advances in Knowledge Discovery and Management, Best Papers of EGC 2023

Editors invités: Catherine Faron & Sabine Loudcher

Data & Knowledge Engineering. Volume 150. nov. 2024. https://doi.org/10.1016/j.datak.2024.102376

Table des matières

Géraud Faye, Wassila Ouerdane, Guillaume Gadek, Souhir Gahbiche, Sylvain Gatepaille. A novel hybrid approach for text encoding: Cognitive Attention To Syntax model to detect online misinformation. https://doi.org/10.1016/j.datak.2023.102230

Guillaume Lefebvre, Haytham Elghazel, Theodore Guillet, Alexandre Aussem, Matthieu Sonnati. A new sentence embedding framework for the education and professional training domain with application to hierarchical multi-label text classification. https://doi.org/10.1016/j.datak.2024.102281

Marcos Da Silveira, Louis Deladiennee, Emmanuel Scolan, Cedric Pruski. A knowledge-sharing platform for space resources. https://doi.org/10.1016/j.datak.2024.102286

Franck Anaël Mbiaya, Christel Vrain, Frédéric Ros, Thi-Bich-Hanh Dao, Yves Lucas. Knowledge graph-based image classification. https://doi.org/10.1016/j.datak.2024.102285

Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert. Leveraging an Isolation Forest to Anomaly Detection and Data Clustering. https://doi.org/10.1016/j.datak.2024.102302

Thibault Falque, Bertrand Mazure, Karim Tabia. Machine learning for predicting off-block delays: A case study at Paris — Charles de Gaulle International Airport. https://doi.org/10.1016/j.datak.2024.102303

Thomas Gerald, Louis Tamames, Sofiane Ettayeb, Ha-Quang Le, Patrick Paroubek, Anne Vilnat. CQuAE: A new Contextualized QUestion Answering corpus on Education domain. https://doi.org/10.1016/j.datak.2024.102305