A SVM active learning method based on confidence, KNN and diversity
暂无分享,去创建一个
Yan Leng | Jing Fang | Dengwang Li | Chengli Sun | Honglin Wan | Xinyan Xu | Chuanfu Cheng
[1] Daphne Koller,et al. Support Vector Machine Active Learning with Applications to Text Classification , 2000, J. Mach. Learn. Res..
[2] Xiaowei Xu,et al. Representative Sampling for Text Classification Using Support Vector Machines , 2003, ECIR.
[3] Y. Leng,et al. A BIC Based Initial Training Set Selection Algorithm for Active Learning and Its Application in Audio Detection , 2013 .
[4] Liang Liu,et al. Event classification for living environment surveillance using audio sensor networks , 2010, 2010 IEEE International Conference on Multimedia and Expo.
[5] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[6] Burr Settles,et al. Active Learning Literature Survey , 2009 .
[7] Jingbo Zhu,et al. Active Learning With Sampling by Uncertainty and Density for Data Annotations , 2010, IEEE Transactions on Audio, Speech, and Language Processing.
[8] Lorenzo Bruzzone,et al. A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[9] Ishwar K. Sethi,et al. Confidence-based active learning , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[10] Feng Su. Auditory scene analysis and recognition with LDA topic model , 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME).
[11] William J. Emery,et al. SVM Active Learning Approach for Image Classification Using Spatial Information , 2014, IEEE Transactions on Geoscience and Remote Sensing.