[HTML][HTML] The influence of feature representation of text on the performance of document classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied Sciences, 2019 - mdpi.com
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied Sciences, 2019 - search.proquest.com
Despite its simplicity, the bag-of-words model has been widely considered as the de-facto
standard model for text classification and categorization [1, 4]. Since the model leads to a …

The Influence of Feature Representation of Text on the Performance of Document Classification.

S Martinčić-Ipšić, T Miličić… - Applied Sciences (2076 …, 2019 - search.ebscohost.com
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied sciences (Basel), 2019 - croris.hr
Sažetak In this paper we perform a comparative analysis of three models for a feature
representation of text documents in the context of document classification. In particular, we …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - 2019 - agris.fao.org
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - arXiv preprint arXiv:1707.01321, 2017 - arxiv.org
In this paper we perform a comparative analysis of three models for feature representation of
text documents in the context of document classification. In particular, we consider the most …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - arXiv e-prints, 2017 - ui.adsabs.harvard.edu
In this paper we perform a comparative analysis of three models for feature representation of
text documents in the context of document classification. In particular, we consider the most …

The influence of feature representation of text on the performance of document classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied sciences, 2019 - repozitorij.uni-lj.si
In this paper we perform a comparative analysis of three models for a feature representation
of text documents in the context of document classification. In particular, we consider the …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied Sciences, 2019 - search.proquest.com
Despite its simplicity, the bag-of-words model has been widely considered as the de-facto
standard model for text classification and categorization [1, 4]. Since the model leads to a …

The Influence of Feature Representation of Text on the Performance of Document Classification

S Martinčić-Ipšić, T Miličić, L Todorovski - Applied sciences (Basel), 2019 - croris.hr
Sažetak In this paper we perform a comparative analysis of three models for a feature
representation of text documents in the context of document classification. In particular, we …