Bio-medical entity extraction using support vector machines

Support vector machines (SVMs) have achieved state-of-the-art performance in several classification tasks. In this article we apply them to the identification and semantic annotation of scientific and technical terminology in the domain of molecular biology. This illustrates the extensibility of the...

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Veröffentlicht in:	Artificial intelligence in medicine 2005-02, Vol.33 (2), p.125-137
Hauptverfasser:	Takeuchi, Koichi, Collier, Nigel
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Classification Expert Systems Humans Information Storage and Retrieval - classification Information Storage and Retrieval - methods Machine learning Medicine MEDLINE Molecular Biology Multi-classifier Named entity Natural Language Processing Neural Networks (Computer) Support vector machines Terminology Terminology as Topic Text mining
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