1 code implementation • 12 May 2023 • Souad Taouti, Hadda Cherroun, Djelloul Ziadi
In this paper, we devise a parallel implementation of the sequential algorithm for the computation of some tree kernels of two finite sets of trees (Ouali-Sebti, 2015).
1 code implementation • 2 Feb 2023 • Ludovic Mignot, Faissal Ouardi, Djelloul Ziadi
In this paper, we propose a new linear time algorithm based on the concept of weighted tree automata for SubTree kernel computation.
no code implementations • 29 Mar 2017 • Soumia Bougrine, Hadda Cherroun, Djelloul Ziadi
Within HADID, a top-down hierarchical classification is applied, in which we use Deep Neural Networks (DNNs) method to build a local classifier for every parent node into the hierarchy dialect structure.
no code implementations • 26 Feb 2015 • Slimane Bellaouar, Hadda Cherroun, Djelloul Ziadi
Moreover, compared to the sparse dynamic approach, the proposed approach outperforms absolutely for long strings.
no code implementations • 26 Feb 2015 • Attia Nehar, Djelloul Ziadi, Hadda Cherroun
In this paper, we address the problems of Arabic Text Classification and stemming using Transducers and Rational Kernels.