Catégorie : Publications

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

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

Advances in Knowledge Discovery and Management Vol. 10 (AKDM-10)

Editors: R. Jaziri, A. Martin, A. Cornuéjols, E. Cuvelier, F. Guillet

A refereed Book of Chapters: post proceedings of EGC 2020.

Rakia Jaziri, Arnaud Martin, Marie-Christine Rousset, Lydia Boudjelou-Assala, Fabrice Guillet (Eds.)

« Advances In Knowledge Discovery and Management, Volume 9 »,
Series: Studies in Computational Intelligence,
Vol. 1004, 2022, Springer.
ISBN: 978-3-030-90287-2, DOI: 10.1007/978-3-030-90287-2.

About this book

Table des matières

• Leila Moudjari, Karima Akli-Astouati:
  Construction and Exploitation of an Algerian Corpus for Opinion and Emotion Analysis. 3-23
• Cédric Lopez, Melissa Mekaoui, Kevin Aubry, Guillaume Tisserant, Hani Guenoune, Mathieu Dodard et al.:
  Recursive Named Entity Recognition. 25-45
• Lucas Foulon, Christophe Rigotti, Serge Fenet, Denis Jouvin:
  Anomaly Detection Based on Sequence Indexation and CFOF Score Approximation 47-61
• Robin Allesiardo, Christophe Sauldubois, Fabrice Depaulis, Nicolas Bulteau, Frédéric Chantrel, Erwan Pigneul:
  A Practical Approach to Intelligent Spoken Dialogue for Third-Party Applications on Home Devices with Linear Bandits. 65-76
• Rokia Missaoui, Abir Messaoudi, Mohamed Hamza Ibrahim, Talel Abdessalem:
  Detecting Communities in Complex Networks Using Formal Concept Analysis. 77-105
• Yassine Ramdane, Nadia Kabachi, Omar Boussaid, Fadila Bentayeb:
  A Data Mining Approach to Guide the Physical Design of Distributed Big Data Warehouses. 107-125
• Sylvie Guillaume, Didier Macheboeuf:
  Association Rule Mining to Shortlist Plant Phenolic Compounds Likely to Decrease Methane Emissions by Ruminants. 129-158
• Jules Leguy, Thomas Cauchy, Béatrice Duval, Benoit Da Mota:
  Predicting Interatomic Distances of Molecular Quantum Chemistry Calculations. 159-174
• Amirouche Ouzerdine, Agnès Braud, Xavier Dolques, Marianne Huchard, Florence Le Ber:
  Adjusting the Exploration Flow in Relational Concept Analysis. 175-198