稀疏性保持的降维技术及其拓展研究

60973097
2009
F0605.模式识别与数据挖掘
陈松灿
面上项目
教授
南京航空航天大学
32万元
稀疏表示;人脸识别;分类器设计;降维;迁移学习
2010-01-01到2012-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 DISGUISED DISCRIMINATION OF LOCALITY-BASED UNSUPERVISED DIMENSIONALITY REDUCTION 期刊论文 Yang, Bo|Chen, Songcan|
2 Graph optimization for dimensionality reduction with sparsity constraints 期刊论文 Zhang, Limei|Chen, Songcan|Qiao, Lishan|
3 半配对半监督场景下的低分辨率人脸识别 期刊论文 周旭东|陈晓红|陈松灿|
4 An empirical study of two typical locality preserving linear discriminant analysis methods 期刊论文 Qiao, Lishan|Zhang, Limei|Chen, Songcan|
5 Simultaneous clustering and classification over cluster structure representation 期刊论文 Qian, Qiang|Chen, Songcan|Cai, Weiling|
6 Sample-dependent graph construction with application to dimensionality reduction 期刊论文 Yang, Bo|Chen, Songcan|
7 Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification 会议论文 Xiang, Shuo|Chen, Songcan|Qiao, Lishan|
8 基于相关向量机的图像阈值技术 期刊论文 乔立山|陈松灿|王敏|
9 CSMP:基于约束等距的压缩感知匹配追踪 期刊论文 谢志鹏|陈松灿|
10 SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size 期刊论文 Xie, Zhipeng|Chen, Songcan|
11 A structurally motivated framework for discriminant analysis 期刊论文 Yang, Bo|Chen, Songcan|Wu, Xindong|
12 Ensemble Feature Weighting Based on Local Learning and Diversity 会议论文 Yun Li|Suyan Gao|Songcan Chen|
13 特征采样和特征融合的子图像人脸识别方法 期刊论文 朱玉莲|陈松灿|
14 BCDNPKL : Scalable Non-Parametric Kernel Learning Using Block Coordinate Descent 会议论文 En-liang Hu|Bo Wang|Songcan Chen|
15 Can under-exploited structure of original-classes help ECOC-based multi-class classification? 期刊论文 Wang, Yunyun|Chen, Songcan|Xue, Hui|
16 Localization with Incompletely Paired Data in Complex Wireless Sensor Network 期刊论文 Gu, Jingjing|Chen, Songcan|Sun, Tingkai|
17 Modifying NL-meanstoauniversalfilter 期刊论文 Zhonggui Sun|Songcan Chen|
18 Graph-optimized locality preserving projections 期刊论文 Zhang, Limei|Qiao, Lishan|Chen, Songcan|
19 Generalized Low-Rank Approximations of Matrices Revisited 期刊论文 Liu, Jun|Chen, Songcan|Zhou, Zhi-Hua|Tan, Xiaoyang|
20 Sparsity preserving discriminant analysis for single training image face recognition 期刊论文 Qiao, Lishan|Chen, Songcan|Tan, Xiaoyang|
21 Large correlation analysis 期刊论文 Chen, Xiaohong|Chen, Songcan|Xue, Hui|
22 Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier 期刊论文 Xue, Hui|Chen, Songcan|Yang, Qiang|
23 Glocalization pursuit support vector machine 期刊论文 Xue, Hui|Chen, Songcan|
24 Support Vector Machine incorporated with feature discrimination 期刊论文 Wang, Yunyun|Chen, Songcan|Xue, Hui|
25 基于局部性正则化推广误差界的特征选择算法 期刊论文 薛晖|陈松灿|
26 New Semi-Supervised Classification Method Based on Modified Cluster Assumption 期刊论文 Wang, Yunyun|Chen, Songcan|Zhou, Zhi-Hua|
27 Query-dependent cross-domain ranking in heterogeneous network 期刊论文 Wei Fan|Songcan Chen|Chenhao Tan|Zi Yang|
28 BCDNPKL : Scalable Non-Parametric Kernel Learning Using Block Coordinate Descent 会议论文 En-liang Hu|Bo Wang|Songcan Chen|
29 Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier 期刊论文 Xue, Hui|Chen, Songcan|Yang, Qiang|
30 Ensemble Feature Weighting Based on Local Learning and Diversity 会议论文 Yun Li|Suyan Gao|Songcan Chen|
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