| [1] |
HU Minqing,LIU Bing.Mining and summarizing customer reviews[C]//Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.New York,USA:ACM Press,2004:168-177.
|
| [2] |
PARK E K,RA D Y,JANG M G.Techniques for improving Web retrieval effectiveness[J].Information Processing Management,2005,41(5):1207-1223.
|
| [3] |
BLEI D M,NG A Y,JORDAN M I.Latent Dirichlet allocation[J].The Journal of Machine Learning Research,2003,3(4/5):993-1022.
|
| [4] |
GOUDJIL M,KOUDIL M,BEDDA M,et al.Anovel active learning method using SVM for text classification[J].International Journal of Automation and Computing,2018,15(3):290-298.
|
| [5] |
LECUN Y,BENGIO Y,HINTON G.Deep learning[J].Nature,2015,521(7553):436-444.
|
| [6] |
KALCHBRENNER N,GREFENSTETTE E,BLUNSOM P.A convolutional neural network formodelling sentences[EB/OL].[2019-02-20].http://de.arxiv.org/pdf/1404.2188.
|
| [7] |
SALTON G,WONG A,YANG C S.A vector space model for automatic indexing[J].Communications of the ACM,1975,18(11):613-620.
|
| [8] |
PHAN X H,NGUYEN M L,HORIGUCHI S.Learning to classify short and sparse text & Web with hidden topics from largescale data collections[C]//Proceedings of the 17th Conference on World Wide Web.New York,USA:ACM Press,2008:91-100.
|
| [9] |
WANG Le,JIA Yan,HAN Weihong.Instant message clustering based on extended vector space model[C]//Proceedings of the 2nd International Conference on Advances in Computation and Intelligence.Berlin,Germany:Springer,2007:435-443.
|
| [10] |
BOUAZIZ A,DARTIGUES-PALLEZ C,PEREIRA C D C,et al.Short text classification using semantic random forest[C]//Proceedings of International Conference on Data Warehousing and Knowledge Discovery.Berlin,Germany:Springer,2014:288-299.
|
| [11] |
GUO Hongchen,LIANG Qiliang,LI Zhiqiang.An improved AD-LDA topic model based on weighted Gibbs sampling[C]//Proceedings of IEEE Advanced Information Management,Communicates,Electronic and Automation Control Conference.Washington D.C.,USA:IEEE Press,2016:1978-1982.
|
| [12] |
张志飞,苗夺谦,高灿.基于LDA主题模型的短文本分类方法[J].计算机应用,2013,33(6):1587-1590.
|
| [13] |
MAO Qirong,DONG Ming,HUANG Zhengwei,et al.Learning salient features for speech emotion recognition using convolutional neural networks[J].IEEE Transactions on Multimedia,2014,16(8):2203-2213.
|
| [14] |
IOFFE S,SZEGEDY C.Batch normalization:accelerating deep network training by reducing internal covariate shift[C]//Proceedings of the 32nd International Conference on International Conference on Machine Learning.[S.l.]:JMLR.org,2015:448-456.
|
| [15] |
奚雪峰,周国栋.面向自然语言处理的深度学习研究[J].自动化学报,2016,42(10):1445-1465.
|
| [16] |
HE Kaiming,ZHANG Xiangyu,REN Shaoqing,et al.Deep residual learning for image recognition[C]//Proceedings of IEEE Conference on Computer Vision and Pattern Recognition.Washington D.C.,USA:IEEE Press,2016:770-778.
|
| [17] |
周志华.机器学习[M].北京:清华大学出版社,2016.
|
| [18] |
刘泽锦.基于主题模型和卷积神经网络的短文本分类算法研究[D].北京:北京工业大学,2017.
|
| [19] |
王懿.基于自然语言处理和机器学习的文本分类及其应用研究[D].成都:中国科学院成都计算机应用研究所,2006.
|
| [20] |
GRIFFITHS T L,STEYVERS M.Finding scientific topics[J].National Academy of Sciences,2004,101(S1):5228-5235.
|