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Found 5 papers, 2 papers with code
Parallel Tree Kernel Computation
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).
New Linear-time Algorithm for SubTree Kernel Computation based on Root-Weighted Tree Automata
In this paper, we propose a new linear time algorithm based on the concept of weighted tree automata for SubTree kernel computation.
Hierarchical Classification for Spoken Arabic Dialect Identification using Prosody: Case of Algerian Dialects
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.
Efficient Geometric-based Computation of the String Subsequence Kernel
Moreover, compared to the sparse dynamic approach, the proposed approach outperforms absolutely for long strings.
Rational Kernels for Arabic Stemming and Text Classification
In this paper, we address the problems of Arabic Text Classification and stemming using Transducers and Rational Kernels.
