面向复杂多视角数据的层次聚类研究
61602337
2016
F0605.模式识别与数据挖掘
张长青
青年科学基金项目
副教授
天津大学
20万元
多视角降维;特征-结构协同;层次聚类;多视角数据;多视角采样
2017-01-01到2019-12-31
- 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 | Generalized Latent Multi-View Subspace Clustering | 期刊论文 | Changqing Zhang;Huazhu Fu;Qinghua Hu;Xiaochun Cao;Yuan Xie;Dacheng Tao;Dong Xu |
| 2 | FISH-MML: Fisher-HSIC Multi-View Metric Learning | 会议论文 | Changqing Zhang;Yeqing Liu;Qinghua Hu;Yue Liu;Xinwang Liu;Pengfei Zhu |
| 3 | Hybrid Noise Oriented Multi-Label Learning | 期刊论文 | Changqing Zhang;Ziwei Yu;Huazhu Fu;Pengfei Zhu;Lei Chen;Qinghua Hu |
| 4 | Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering | 会议论文 | Ruihuang Li;Changqing Zhang;Huazhu Fu;Xi Peng;Tianyi Zhou;Qinghua Hu |
| 5 | Semi-Supervised Multi-View Multi-Label Classification based on Nonnegative Matrix Factorization | 会议论文 | Guangxia Wang;Changqing Zhang;Pengfei Zhu;Qinghua Hu |
| 6 | Latent Subspace Representation For Multiclass Classification | 会议论文 | Jing Hu;Changqing Zhang;Xiao Wang;Pengfei Zhu;Zheng Wang;Qinghua Hu |
| 7 | Flexible Multi-View Dimensionality Co-Reduction | 期刊论文 | Zhang Changqing;Fu Huazhu;Hu Qinghua;Zhu Pengfei;Cao Xiaochun |
| 8 | Latent Semantic Aware Multi-view Multi-label Classification | 会议论文 | Changqing Zhang;Ziwei Yu;Qinghua Hu;Pengfei Zhu;Xinwang Liu;Xiaobo Wang |
| 9 | Ensemble of Label Specific Features for Multi-label Classification | 会议论文 | Xiaoya Wei;Ziwei Yu;Changqing Zhang;Qinghua Hu |
| 10 | Multi-Layer Multi-View Classification for Alzheimer's Disease Diagnosis | 会议论文 | Changqing Zhang;Ehsan Adeli;Tao Zhou;Xiaobo Chen;Dinggang Shen |
| 11 | CPM-Nets: Cross Partial Multi-View Networks | 会议论文 | Changqing Zhang;Zongbo Han;Yajie Cui;Huazhu Fu;Joey Tianyi Zhou;Qinghua Hu |
| 12 | Infant Brain Development Prediction with Latent Partial Multi-View Representation Learning | 期刊论文 | Changqing Zhang;Ehsan Adeli;Zhengwang Wu;Gang Li;Weili Lin;Dinggang Shen |
| 13 | AE^2-Nets: Autoencoder in Autoencoder | 会议论文 | Changqing Zhang;Yeqing Liu;Huazhu Fu |
| 14 | Flexible Multi-View Representation Learning for Subspace Clustering | 会议论文 | Ruihuang Li;Changqing Zhang;Qinghua Hu;Pengfei Zhu;Zheng Wang |
| 15 | Latent Multi-view Subspace Clustering | 会议论文 | Changqing Zhang;Qinghua Hu;Huazhu Fu;Pengfei Zhu;Xiaochun Cao |
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