7 citations · 9 across the 2 of their papers we have counts for
3 papers
Hierarchical Classification for Spoken Arabic Dialect Identification using Prosody: Case of Algerian Dialects
Soumia Bougrine, Hadda Cherroun, Djelloul Ziadi
In daily communications, Arabs use local dialects which are hard to identify automatically using conventional classification methods. The dialect identification challenging task be…
Efficient Geometric-based Computation of the String Subsequence Kernel
Slimane Bellaouar, Hadda Cherroun, Djelloul Ziadi
Kernel methods are powerful tools in machine learning. They have to be computationally efficient. In this paper, we present a novel Geometric-based approach to compute efficiently…
Rational Kernels for Arabic Stemming and Text Classification
Attia Nehar, Djelloul Ziadi, Hadda Cherroun
In this paper, we address the problems of Arabic Text Classification and stemming using Transducers and Rational Kernels. We introduce a new stemming technique based on the use of…