Fiche de JOURNAUX Ludovic

Stéphane Reynaud, Ludovic Journaux, Ana Roxin. Digital twins for building operation and maintenance: A scoping review (2019–2025). Automation in Construction, 2026, 192, pp.107261. ⟨10.1016/j.autcon.2026.107261⟩. ⟨hal-05795535⟩

John Lee, Edouard Couplet, Pierre Lambert, Pierre Merveille, Ludovic Journaux, et al.. Improving on early exaggeration in t -SNE: Early hierarchization better preserves global structure. Neurocomputing, 2026, 660, pp.131882. ⟨10.1016/j.neucom.2025.131882⟩. ⟨hal-05478976⟩

Lucile Sautot, Eric Chraibi, Jacques Fize, Sébastien Peillet, Ludovic Journaux, et al.. Qui a peur du changement climatique ?. Spatial Analysis and Geomatics (SAGEO 2019), CNRS, Nov 2019, Clermont-Ferrand, France. pp.194-204. ⟨hal-05177152⟩

Sébastien Guillemin, Ana Roxin, Laurence Dujourdy, Ludovic Journaux. Weighted horn clause: Extending SWRL to model antecedents’ importance and handle missing data. Expert Systems with Applications, 2025, 293, pp.128464. ⟨10.1016/j.eswa.2025.128464⟩. ⟨hal-05166644⟩

Stéphane Reynaud, Anthony Dumas, Ana Roxin, Ludovic Journaux. Utilisation d'intelligence artificielle pour la gestion autonome de bâtiments. 11e Conférence nationale sur les Applications Pratiques de l’Intelligence Artificielle (APIA 2025), Plate-Forme Intelligence Artificielle, Jun 2025, Dijon, France. ⟨hal-05130916⟩

John A Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, et al.. Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence across neighborhoods as a pseudo-distance?. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2025), Apr 2025, Bruges, Belgium. pp.105-110, ⟨10.14428/esann/2025.ES2025-174⟩. ⟨hal-05069090⟩

John Aldo Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, et al.. Forget early exaggeration in t-SNE: early hierarchization preserves global structure. ESANN 2024 - 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges, Belgium. pp.321-326, ⟨10.14428/esann/2024.ES2024-146⟩. ⟨hal-05008582⟩

John A Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, et al.. Forget early exaggeration in t-SNE: early hierarchization preserves global structure. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges (Belgium), Belgium. ⟨hal-04989121⟩

Lucile Sautot, Pierre Clavier, Ludovic Journaux. graft4dendrogram. 2024. ⟨hal-04718906⟩

Sébastien Guillemin, Ana Roxin, Laurence Dujourdy, Ludovic Journaux. Knowledge-based Drug Samples' Comparison. 17th International Conference on Signal Image Technology & Internet based Systems (SITIS), Nov 2023, Bangkok, Thailand. ⟨10.1109/SITIS61268.2023.00020⟩. ⟨hal-04492746v3⟩