| ［1］ |
邹云峰,何维民,赵洪莹,等. 文本挖掘技术在电力工单数据分析中的应用［J］. 现代电子技术, 2016,39(17):149-152.
|
| ［2］ |
〖JP+3〗NIGAM K, MCCALLUM A K, THRUN S, et al. Text classification from labeled and unlabeled documents using EM［J］. Machine Learning, 2000,39(2-3):103-134.
|
| ［3］ |
翟荔婷. 浅谈中文文本分词方法［J］. 经营管理者, 2012(18):258-259.
|
| ［4］ |
XU Y, CHEN L. Term-frequency based feature selection methods for text categorization［C］// Proceedings of the 4th International Conference on Genetic and Evolutionary Computing. 2010:280-283.
|
| ［5］ |
KELES S, VAN DER LAAN M, EISEN M B. Identification of regulatory elements using a feature selection method［J］. Bioinformatics, 2002,18(9):1167-1175.
|
| ［6］ |
宁慧,吕志龙. 中文文本分类中特征选择方法的研究［J］. 电脑知识与技术(学术交流), 2007,4(21):774-776.
|
| ［7］ |
郑文超,徐鹏. 利用word2vec对中文词进行聚类的研究［J］. 软件, 2013,34(12):160-162.
|
| ［8］ |
JIANG L X, ZHANG H, CAI Z H. A novel Bayes model: Hidden naive Bayes［J］. IEEE Transactions on Knowledge and Data Engineering, 2009,21(10):1361-1371.
|
|
〖HJ1.6mm〗
|
| ［9］ |
LINDNER C, BROMILEY P A, IONITA M C, et al. Robust and accurate shape model matching using random forest regression-voting［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2015,37(9):1862-1874.
|
| ［10］ |
FRIEDRICHS F, IGEL C. Evolutionary tuning of multiple SVM parameters［J］. Neurocomputing, 2005,64:107-117.
|
| ［11］ |
GUO G D, WANG H, BELL D, et al. KNN model-based approach in classification［C］// Proceedings of the 2003 OTM Confederated International Conferences on the Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE. 2003:986-996.
|
| ［12］ |
ZHANG Y, WALLACE B. A sensitivity analysis of (and practitioners’ guide to) convolutional neural networks for sentence classification［C］// Proceedings of the 8th International Joint Conference on Natural Language Processing. 2017:253-263.
|
| ［13］ |
LEI T, BARZILAY R, JAAKKOLA T. Molding CNNs for text: Non-linear, non-consecutive convolutions［C］// Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. 2015:1565-1575.
|
| ［14］ |
ZHOU P, QI Z Y, ZHENG S C, et al. Text classification improved by integrating bidirectional LSTM with two-dimensional max pooling［C］// Proceedings of the 26th International Conference on Computational Linguistics. 2016:3485-3495.
|
| ［15］ |
WANG W J, LIAO Y F, CHEN S H. RNN-based prosodic modeling for mandarin speech and its application to speech-to-text conversion［J］. Speech Communication, 2002,36(3-4):247-265.
|
| ［16］ |
孙茂松,黄昌宁,高海燕,等. 中文姓名的自动辨识［J］. 中文信息学报, 1995,9(2):16-27.
|
| ［17］ |
WU H C, LUK R W P, WONG K F, et al. Interpreting TF-IDF term weights as making relevance decisions［J］. ACM Transactions on Information Systems, 2008,26(3), Article No.13, DOI: 10.1145/1361684.1361686.
|
| ［18］ |
LIU J Z, CHANG W C, WU Y X, et al. Deep learning for extreme multi-label text classification［C］// Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. 2017:115-124.
|
| ［19］ |
KOWSARI K, BROWN D E, HEIDARYSAFA M, et al. HDLTex: Hierarchical deep learning for text classification［C］// Proceedings of the 16th IEEE International Conference on Machine Learning and Applications. 2017, DOI: 10.1109/ICMLA.2017.0-134.
|
| ［20］ |
DENG X Y, LIU Q, DENG Y, et al. An improved method to construct basic probability assignment based on the confusion matrix for classification problem［J］. Information Sciences, 2016,340-341:250-261.
|
| ［21］ |
TOGLIA M P, NEUSCHATZ J S, GOODWIN K A. Recall accuracy and illusory memories: When more is less［J］. Memory, 1999,7(2):233-256.
|
| ［22］ |
RO J S. An evaluation of the applicability of ranking algorithms to improve the effectiveness of full-text retrieval. I. On the effectiveness of full-text retrieval［J］. Journal of the American Society for Information Science and Technology, 1988,39(2):73-78.
|
| ［23］ |
POLEPALLI RAMESH B, SETHI R J, YU H, et al. Figure-associated text summarization and evaluation［J］. PLoS One, 2015,10(2), DOI: 10.1371/journal.pone.0115671.
|
