Jérôme Gensel, Christophe Cruz, Hocine Cherifi: 24èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2024, 24-26 Janvier 2024, Dijon, France. RNTI E-40, Éditions RNTI 2024.
Conférences invitées EGC 2024
- Reik Donner
Towards a better understanding of seasonal climate variability using causal discovery methods - Germain Forestier
Apprentissage profond pour la classification de séries temporelles - Aidan Hogan
Knowledge Graphs in the age of Large Language Models - Alexis Joly
From Pl@ntNet to GeoPl@ntNet: new AI-based approaches for monitoring plant biodiversity - Anne-Cécile Orgerie
Mesurer et réduire la consommation des systèmes distribués
Actes des ateliers EGC 2023
Site de la conférence EGC 2023
- Rim Hantach, Sarra Ben Abbes et Philippe Calvez
DL for NLP : Deep Learning pour le traitement automatique des langues
Site de l’atelier DL for NLP - Julien Aligon et Nicolas Labroche
Explain’IA
Site de l’atelier Explain’IA - Aurélie Leborgne, Nida Meddouri, Loïc Salmon
GAST – Gestion et Analyse de données Spatiales et Temporelles
Site de l’atelier GAST -
Mohamed Djallel Dilmi, Florent Forest, Hanane Azzag, Mustapha Lebbah
M3A : Mécanismes d’Attention et Apprentissage Automatique — avancées récentes et perspectives
Site de l’atelier M3A - Pascal Cuxac, Cédric Lopez, Vincent Lemaire et Kévin Cousot
Fouille de Textes (TextMine)
Site de l’atelier TextMine
Actes Conférence EGC 2023
Catherine Faron, Sabine Loudcher: 23èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2023, 18-20 Janvier 2023, Lyon, France. RNTI E-39, Éditions RNTI 2023.
Conférences invitées EGC 2023
- Axel Ngonga (Président d’honneur)
Scaling Machine Learning on Knowledge Graphs - Xin Luna Dong
Next-Generation Intelligent Assistants for AR/VR Devices - Chiara Ghidini
Data-aware Processes and their Executions: what’s in for Knowledge Representation and Graphs - Camille Roth
Graphes sémantiques et réseaux sociaux - Harald Sack
Symbolic vs Subsymbolic Knowledge Representation, an Epic Dilemma?
Douzièmes post-actes
Special Section on Advances in knowledge discovery and management, best papers of EGC 2022
Editors: Sihem Amer-Yahia & Arnaud Soulet
Data & Knowledge Engineering. Volume 142. nov. 2022.
Table des matières
Louis Geiler, Séverine Affeldt, Mohamed Nadif. An effective strategy for churn prediction and customer profiling. https://doi.org/10.1016/j.datak.2022.102100
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau. Pollen risk levels prediction from multi-source historical data. https://doi.org/10.1016/j.datak.2022.102096
Rafael Ramos Tubino, Céline Robardet, Rémy Cazabet. Towards a better identification of Bitcoin actors by supervised learning. https://doi.org/10.1016/j.datak.2022.102094
Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet. In pursuit of the hidden features of GNN’s internal representations. https://doi.org/10.1016/j.datak.2022.102097
Pierre-Yves Genest, Laurent-Walter Goix, Yasser Khalafaoui, Előd Egyed-Zsigmond, Nistor Grozavu. French translation of a dialogue dataset and text-based emotion detection. https://doi.org/10.1016/j.datak.2022.102099
Medjeu Fopa, Modou Gueye, Samba Ndiaye, Hubert Naacke. A parameter-free KNN for rating prediction. https://doi.org/10.1016/j.datak.2022.102095
Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Alice Brenon, Ludovic Moncla, Katherine McDonough, Pierre Marquis. On the explanatory power of Boolean decision trees. https://doi.org/10.1016/j.datak.2022.102088
Alice Brenon, Ludovic Moncla, Katherine McDonough. Classifying encyclopedia articles: Comparing machine and deep learning methods and exploring their predictions. https://doi.org/10.1016/j.datak.2022.102098
Onzièmes post-actes
Special Issue of Revised and Extended Papers From the 21st Advances in Knowledge Discovery and Management Conference
Editors: V. Lemaire, J Azé
International Journal of Data Warehousing and Mining, Volume 18 • Issue 2
Table des matières
Selmaoui-Folcher, N., Tokotoko, J., Gorohouna, S., Roi, L., Leschi, C., & Ris, C. (2022). Concept of Temporal Pretopology for the Analysis for Structural Changes: Application to Econometrics. International Journal of Data Warehousing and Mining (IJDWM), 18(2), 1-17. http://doi.org/10.4018/IJDWM.298004
Giacometti, A., Markhoff, B., & Soulet, A. (2022). A Method for Generating Comparison Tables From the Semantic Web. International Journal of Data Warehousing and Mining (IJDWM), 18(2), 1-20. http://doi.org/10.4018/IJDWM.298008
Siblini, W., Challal, M., & Pasqual, C. (2022). Efficient Open Domain Question Answering With Delayed Attention in Transformer-Based Models. International Journal of Data Warehousing and Mining (IJDWM), 18(2), 1-16. http://doi.org/10.4018/IJDWM.298005
Scherrer, R., Aulnette, E., Quiniou, T., Kasarherou, J., Kolb, P., & Selmaoui-Folcher, N. (2022). Boat Detection in Marina Using Time-Delay Analysis and Deep Learning. International Journal of Data Warehousing and Mining (IJDWM), 18(2), 1-16. http://doi.org/10.4018/IJDWM.298006
Schild, E., Durantin, G., Lamirel, J., & Miconi, F. (2022). Iterative and Semi-Supervised Design of Chatbots Using Interactive Clustering. International Journal of Data Warehousing and Mining (IJDWM), 18(2), 1-19. http://doi.org/10.4018/IJDWM.298007
Conférences Invitées EGC 2022
- Vanessa Murdock (Présidente d’honneur)
Quality – Alexa Shopping Research - Sonia Ben Mokhtar
Latest Advances in ML-enabled Location Privacy Attacks and Protection Mechanisms - Sarah Cohen-Boulakia
FAIR Scientific Workflows: Status, Challenges and Research Opportunities - Frédérique Segond
Influence, Radicalization and Dangerous Things : What AI Can Reveal About the Phenomena - Maya Ramanath
Domain-specific Knowledge Graph Construction and Applications
Actes Conférence EGC 2022
Sihem Amer-Yahia, Arnaud Soulet: 22èmes Journées Francophones Extraction et Gestion des Connaissances, EGC 2022, 24-28 Janvier 2022, Blois, France. RNTI E-38, Éditions RNTI 2022.
Actes des ateliers EGC 2022
Site de la conférence EGC 2022
- Claudia Marinica, Fabrice Guillet, Florent Laroche et Julien Velcin
DAHLIA: DigitAl Humanities and cuLtural herItAge: data and knowledge management and analysis
Site de l’atelier DAHLIA - Rim Hantach, Sarra Ben Abbes et Philippe Calvez
DL for NLP : Deep Learning pour le traitement automatique des langues
Site de l’atelier DL for NLP - Julien Aligon and Christophe Denis
Explain’IA
Site de l’atelier Explain’IA - Thomas Guyet, Eric Kergosien, Ludovic Moncla, Christian Sallaberry
GAST – Gestion et Analyse de données Spatiales et Temporelles
Site de l’atelier GAST - Pascal Cuxac, Vincent Lemaire et Cédric Lopez
Fouille de Textes (TextMine)
Site de l’atelier TextMine