- 综合性科技类中文核心期刊
- 中国科技论文统计源期刊
- 中国科学引文数据库来源期刊
- 中国学术期刊文摘数据库（核心版）来源期刊
- 中国学术期刊综合评价数据库来源期刊
| Citation: |
DU Fanghua, JI Junzhong, ZHAO Xuewu, WU Chensheng. Semi-supervised Text Classification Algorithm Based on a Feature Mapping[J]. Journal of Beijing University of Technology, 2016, 42(2): 230-235. DOI: 10.11936/bjutxb2015040087
|
| [1] |
苏金树,张博锋,徐昕.基于机器学习的文本分类技术研究进展[J].软件学报,2006,17(9):1848-1859.SU J S,ZHANG B F,XU X.Advances in machine learning based text categorization[J].Journal of Software,2006,17(9):1848-1859.(in Chinese)
|
| [2] |
ZHU X,GOLDBERG A B.Introduction to semisupervised learning[J].Synthesis Lectures on Artificial Intelligence and Machine Learning,2009,3(1):1-130.
|
| [3] |
周志华,王珏.机器学习及其应用[M].北京:清华大学出版社,2007:259-275.
|
| [4] |
PAN S J,YANG Q.A survey on transfer learning[J].IEEE Transactions on Knowledge and Data Engineering,2010,22(10):1345-1359.
|
| [5] |
庄福振,罗平,何清,等.迁移学习研究进展[J].软件学报,2015,26(1):26-39.ZHUANG F Z,LUO P,HE Q,et al.Survey on transfer learning research[J].Journal of Software,2015,26(1):26-39.(in Chinese)
|
| [6] |
LONG M,WANG J,DING G,et al.Transfer learning with graph co-regularization[J].IEEE Transactions on Knowledge and Data Engineering,2014,26(7):1805-1818.
|
| [7] |
PAN S J,KWOK J T,YANG Q.Transfer learning via dimensionality reduction[C]//Chicago,Illinois:AAAI,2008:677-682.
|
| [8] |
PERLICH C,DALESSANDRO B,RAEDER T,et al.Machine learning for targeted display advertising:transfer learning in action[J].Machine Learning,2014,95(1):103-127.
|
| [9] |
NG M,WU Q,YE Y.Co-transfer learning using coupled Markov chains with restart[J].IEEE Intelligent Systems,2014,29(4):26-33.
|
| [10] |
YANG L,HANNEKE S,CARBONELL J.A theory of transfer learning with applications to active learning[J].Machine Learning,2013,90(2):161-189.
|
| [11] |
YANG Q.Big data,lifelong machine learning and transfer learning[C]//Proceedings of the Sixth ACM International Conference on Web Search and Data Mining.New York,NY:ACM,2013:505-506.
|
| [12] |
DAI W,CHEN Y,XUE G R,et al.Translated learning:transfer learning across different feature spaces[C]//NIPS Proceedings of 21st Annual Conference on Neural Information Precessing System,2008:353-360.
|
| [13] |
孟佳娜.迁移学习在文本分类中的应用研究[D].大连:大连理工大学,2011.MENG J N.Research on the application of transfer learningon text classification[D].Dalian:Dalian University of Technology,2011.(in Chinese)
|
| [14] |
JONES K S,WILLETT P.Readings in information retrieval[M].San Francisco;Morgan Kaufmann,1997:231-257.
|
| [15] |
FXSIJY.结巴中文分词项目[EB/OL].[2013-01-25].http://github.com/fxsjy/jieba.
|
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Supported by: Beijing Renhe Information Technology Co., Ltd. 
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