112 citations
- Institut FourierFR13 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- Université Grenoble AlpesFR10 papers
- Université Joseph FourierFR9 papers
- Lyon 1 UniversitéFR5 papers
- Entrepôts, Représentation et Ingénierie des ConnaissancesFR2 papers
- Maison des Sciences sociales et des Humanités - Lyon St-ÉtienneFR2 papers
- Ruhr University BochumDE2 papers
- Université Fédérale de Toulouse Midi-PyrénéesFR2 papers
- Université Toulouse III - Paul SabatierFR2 papers
- University of IoanninaGR2 papers
- University of MiamiUS2 papers
21 papers
Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection
Kodjo Mawuena Amekoe, Mustapha Lebbah, Gregoire Jaffre +2
Real-world tabular learning production scenarios typically involve evolving data streams, where data arrives continuously and its distribution may change over time. In such a setti…
Rumor Classification through a Multimodal Fusion Framework and Ensemble Learning
Abderrazek Azri, Cécile Favre, Nouria Harbi +2
The proliferation of rumors on social media has become a major concern due to its ability to create a devastating impact. Manually assessing the veracity of social media messages i…
Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models
Alberto Lumbreras, Julien Velcin, Marie Guégan +1
We present a dual-view mixture model to cluster users based on their features and latent behavioral functions. Every component of the mixture model represents a probability density…
Secret Sharing for Cloud Data Security
Varunya Attasena, Jérôme Darmont, Nouria Harbi
Cloud computing helps reduce costs, increase business agility and deploy solutions with a high return on investment for many types of applications. However, data security is of pre…
Cosmological constraints from the observed angular cross-power spectrum between Sunyaev-Zel'dovich and X-ray surveys
G. Hurier, M. Douspis, N. Aghanim +3
We present the first detection of the cross-correlation angular power spectrum between the thermal Sunyaev-Zel'dovich (tSZ) effect and the X-ray emission over the full sky. The tSZ…
Fragmenting very large XML data warehouses via K-means clustering algorithm
Alfredo Cuzzocrea, Jérôme Darmont, Hadj Mahboubi
XML data sources are more and more gaining popularity in the context of a wide family of Business Intelligence (BI) and On-Line Analytical Processing (OLAP) applications, due to th…