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7篇 您的检索式：作者名="Goudjil"

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		题名	作者	年代	出处	被引量
	1	A Novel Active Learning Method Using SVM for Text Classification显示文摘Support vector machines(SVMs) are a popular class of supervised learning algorithms, and are particularly applicable to large and high-dimensional classification problems. Like most machine learning methods for data classification and information retrieval, they require manually labeled data samples in the training stage. However, manual labeling is a time consuming and errorprone task. One possible solution to this issue is to exploit the large number of unlabeled samples that are easily accessible via the internet. This paper presents a novel active learning method for text categorization. The main objective of active learning is to reduce the labeling effort, without compromising the accuracy of classification, by intelligently selecting which samples should be labeled.The proposed method selects a batch of informative samples using the posterior probabilities provided by a set of multi-class SVM classifiers, and these samples are then manually labeled by an expert. Experimental results indicate that the proposed active learning method significantly reduces the labeling effort, while simultaneously enhancing the classification accuracy.	Mohamed Goudjil Mouloud Koudil Mouldi Bedda Noureddine Ghoggali	2018	International Journal of Automation and computing2018，15，3：	17
	2	查看详情显示文摘	Nassima Goudjil Yannick Vanhove Chafika Djelal Hassina Kada		0，，：	1
	3	Quantitative characterization of unsaturated and trans fatty acids in ewe' s milk fat显示文摘	Goudjil H Fontecha J Luna	2004	Lait2004，84，：	1
	4	(1-3)-beta-D-glucan le,;els in candidiasis infections in the critically ill neonate 显示文摘	Goudjil S Kongolo G Dusol L	2013	J Matem Fetal Neonatal Med2013，26，1：	1
	5	Quantitative characterization of unsaturated and trans fatty acids in ewe's milk fat显示文摘	Goudjil H Fonteeha J Luna P de la Fuente M A Alonso L Juerez M	2004	Dairy Science and Technology2004，84，5：	1
	6	Quantitative characterization of unsaturated and trans fatty acids in ewe's milk fat显示文摘	GOUDJIL H FONTECHA J LUNA P	2004	INRA EDP Sciences2004，84，：	1
	7	Quantitave characterization of unsaturated and trans fatty acids in ewe' s milk fat显示文摘	GOUDJIL H FONTECHA J LUNS P	2004	INRA EDP Sci- ences2004，84，：	1

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