MISTRAL
Bernard Merialdo, Joachim Soderberg, Diana Marras
Part of this project was done in cooperation with TELIS, Sophia-Antipolis, France, and the DCN Laboratory, Toulon, France.
Project description
The objective of this project is to
design and evaluate techniques for the
automatic filtering of email.
In particular we have investigated the use of probabilistic models
and dimensionality reduction techniques for this task.
Some of this work was integrated in a project for an advanced email software, which included both
numerical and symbolic approaches to the the filtering task.
We specifically studied training procedures where the system learns
automatically from informations provided by users.
Publications
- Diana Marras, Laurent
Enel, and Bernard Merialdo.
Automatic attribution of acp 127 messages.
Practical Applications of Knowledge Management, Basel,
Switzerland, October 1996.
- Joachim
Soderberg and Bernard Merialdo.
Adaptive filtering of electronic mail.
Practical Applications of Knowledge Management, Basel,
Switzerland, October 1996.
- Bernard Merialdo.
Algorithmes pour grammaires probabilistes.
Workshop TALN 95, Marseille, Mai 1995.
- Bernard Merialdo.
Modèles probabilistes et étiquetage automatique.
revue Traitement Automatique des Langues, 36:7-22, 1995.
- Bernard Merialdo.
A probabilistic approach to document classification.
ACM SIGIR Conference, Seattle, USA, July 1995.
