Abdelhakim Limem

According to our database, Abdelhakim Limem authored at least 6 papers between 2012 and 2019.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2019

Informed Weighted Non-Negative Matrix Factorization Using <i>αβ</i>-Divergence Applied to Source Apportionment.

Gilles Delmaire, Mahmoud Omidvar, Matthieu Puigt, Frédéric Ledoux, Abdelhakim Limem, Gilles Roussel, Dominique Courcot

Entropy, 2019

2014

Méthodes informées de factorisation matricielle non négative : Application à l'identification de sources de particules industrielles. (Informed methods of Non-negative Matrix Factorization. A study of industrial source identification).

Abdelhakim Limem

PhD thesis, 2014

Bound constrained weighted NMF for industrial source apportionment.

Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Enhanced NMF initialization using a physical model for pollution source apportionment.

Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2013

Non-negative Matrix Factorization using weighted beta divergence and equality constraints for industrial source apportionment.

Abdelhakim Limem, Gilles Delmaire, Matthieu Puigt, Gilles Roussel, Dominique Courcot

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

2012

Kullback-leibler NMF under linear equality constraints. Application to pollution source apportionment.

Abdelhakim Limem, Gilles Delmaire, Gilles Roussel, Dominique Courcot

Proceedings of the 11th International Conference on Information Science, 2012