In this paper we introduce online semi-supervised growing neural gas (OSSGNG), a novel online semi-supervised classification approach based on growing ...
In this paper we introduce online semi-supervised growing neural gas (OSSGNG), a novel online semi-supervised classification approach based on growing ...
In this paper, a new online semi-supervised multi-label classifier based on the Growing Neural Gas (GNG) algorithm is presented. Online GNG-based algorithms are ...
Sep 21, 2012 · In this paper we introduce online semi-supervised growing neural gas (OSSGNG), a novel online semi-supervised classification approach based ...
... Boulbazine et al. [91] proposed an online semi-supervised multi-label classifier based on the Growing Neural Gas (GNG) algorithm. The main principle of the ...
In this paper, we propose a new semi-supervised growing neural gas (GNG) model, named Consensus-Based Semi-Supervised GNG, or CSSGNG, in which both labeled ...
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Mar 21, 2023 · Bibliographic details on Online Semi-supervised Growing Neural Gas for Multi-label Data Classification.
The proposed algorithm is demonstrated, on both artificial and real datasets, to significantly boost the classification rate with the use of unlabelled data.
Mar 11, 2016 · In this paper, we propose an online semi-supervised multi-channel classifier for time series based on growing neural gas (GNG) learning scheme.
The use of unlabelled data can improve the performance of the classifier. In this paper, a semi-supervised growing neural gas is proposed for such applications.