Multi-label Document Classification in Czech

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F13%3A43919519" target="_blank" >RIV/49777513:23520/13:43919519 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-40585-3_44" target="_blank" >http://dx.doi.org/10.1007/978-3-642-40585-3_44</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-40585-3_44" target="_blank" >10.1007/978-3-642-40585-3_44</a>

Result language
angličtina
Original language name
Multi-label Document Classification in Czech
Original language description
This paper deals with multi-label automatic document classification in the context of a real application for the Czech news agency. The main goal of this work is to compare and evaluate three most promising multi-label document classification approacheson a Czech language. We show that the simple method based on a meta-classifier proposes by Zhu et al. outperforms significantly the other approaches. The Czech document corpus is available for research purposes for free which is another contribution of this work.
Czech name
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Czech description
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Project
<a href="/en/project/ED1.1.00%2F02.0090" target="_blank" >ED1.1.00/02.0090: NTIS - New Technologies for Information Society</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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