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.

Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau. Pollen risk levels prediction from multi-source historical data.

Rafael Ramos Tubino, Céline Robardet, Rémy Cazabet. Towards a better identification of Bitcoin actors by supervised learning.

Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet. In pursuit of the hidden features of GNN’s internal representations.

Pierre-Yves Genest, Laurent-Walter Goix, Yasser Khalafaoui, Előd Egyed-Zsigmond, Nistor Grozavu. French translation of a dialogue dataset and text-based emotion detection.

Medjeu Fopa, Modou Gueye, Samba Ndiaye, Hubert Naacke. A parameter-free KNN for rating prediction.

Gilles Audemard, Steve Bellart, Louenas Bounia, Frédéric Koriche, Alice Brenon, Ludovic Moncla, Katherine McDonough, Pierre Marquis. On the explanatory power of Boolean decision trees.

Alice Brenon, Ludovic Moncla, Katherine McDonough. Classifying encyclopedia articles: Comparing machine and deep learning methods and exploring their predictions.