大规模异构数据匹配的距离度量学习
61502332
2015
F0605.模式识别与数据挖掘
朱鹏飞
青年科学基金项目
副教授
天津大学
20万元
半监督学习;异构数据;跨模态学习;多核学习;度量学习
2016-01-01到2018-12-31
- 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 | Support Vector Metric Learning on Symmetric Positive Definite Manifold | 会议论文 | Hao Cheng;Pengfei Zhu;Qilong Wang;Changqing Zhang;Qinghua Hu |
| 2 | Subspace clustering guided unsupervised feature selection | 期刊论文 | Zhu Pengfei;Zhu Wencheng;Hu Qinghua;Zhang Changqing;Zuo Wangmeng;Hu QH |
| 3 | Efficient Multi-modal Geometric Mean Metric Learning | 期刊论文 | Jianqing Liang;Qinghua Hu;Pengfei Zhu;Wenwu Wang |
| 4 | Combining neighborhood separable subspaces for classification via sparsity regularized optimization | 期刊论文 | Zhu Pengfei;Hu Qinghua;Han Yahong;Zhang Changqing;Du Yong |
| 5 | Latent Semantic Aware Multi-view Multi-label Classification | 会议论文 | Changqing Zhang;Ziwei Yu;Qinghua Hu;Pengfei Zhu;Xinwang Liu;Xiaobo Wang |
| 6 | Multiple Kernel Geometric Mean Metric Learning for Heterogeneous Data | 期刊论文 | Ren Qi;Pengfei Zhu;Jianqing Liang |
| 7 | A self-representation induced classifier | 会议论文 | Zhu Pengfei;Lei Zhang;Wangmeng Zuo |
| 8 | Co-regularized Unsupervised Feature Selection | 期刊论文 | Pengfei Zhu;Qian Xu;Qinghua Hu;Changqing Zhang |
| 9 | Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning | 会议论文 | Pengfei Zhu;Ren Qi;Qinghua Hu;Qilong Wang;Changqing Zhang;Liu Yang |
| 10 | Towards Generalized and Efficient Metric Learning on Riemannian Manifold. | 会议论文 | Pengfei Zhu;Hao Cheng;Qinghua Hu;Qilong Wang;Changqing Zhang |
| 11 | Hierarchical Feature Selection with Recursive Regularization | 会议论文 | Hong Zhao;Pengfei Zhu;Ping Wang;Qinghua Hu |
| 12 | FISH-MML: Fisher-HSIC Multi-View Metric Learning | 会议论文 | Changqing Zhang;Yeqing Liu;Yue Liu;Qinghua Hu;Xinwang Liu;Pengfei Zhu |
| 13 | Latent Multi-view Subspace Clustering | 会议论文 | Changqing Zhang;Qinghua Hu;Huazhu Fu;Pengfei Zhu;Xiaochun Cao |
| 14 | Multi-view label embedding | 期刊论文 | Pengfei Zhu;Qi Hu;Qinghua Hu;Changqing Zhang;Zhizhao Feng |
| 15 | Coupled Dictionary Learning for Unsupervised Feature Selection | 会议论文 | Pengfei Zhu;Qinghua Hu;Changqing Zhang;Wangmeng Zuo |
| 16 | Multi-view Label Space Dimension Reduction | 会议论文 | Qi Hu;Pengfei Zhu;Changqing Zhang;Qinghua Hu |
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