基于自步学习的多任务聚类算法研究
61806043
2018
F0603.机器学习
任亚洲
青年科学基金项目
副教授
电子科技大学
26万元
自步学习;深入嵌入聚类;多任务聚类;多视图聚类
2019-01-01到2021-12-31
- 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 | Non-Linear Fusion for Self-Paced Multi-View Clustering | 会议论文 | Zongmo Huang;Yazhou Ren;Xiaorong Pu;Lifang He |
| 2 | Probability-based Mask R-CNN for pulmonary embolism detection | 期刊论文 | Long Kun;Tang Lei;Pu Xiaorong;Ren Yazhou;Zheng Mingxiu;Gao Li;Song Chunjiang;Han Su;Zhou Min;Deng Fengbin |
| 3 | 一种基于自适应权重的复杂图片聚类方法 | 专利 | 任亚洲;杨之蒙;吴子锐 |
| 4 | Self-paced multi-task clustering | 期刊论文 | Ren Yazhou;Que Xiaofan;Yao Dezhong;Xu Zenglin |
| 5 | Self-Paced Multi-View Clustering via a Novel Soft Weighted Regularizer | 期刊论文 | Huang Zongmo;Ren Yazhou;Liu Wenli;Pu Xiaorong |
| 6 | Deep Incomplete Multi-view Clustering via Mining Cluster Complementarity | 会议论文 | Jie Xu;Chao Li;Yazhou Ren;Liang Peng;Yujie Mo;Xiaoshuang Shi;Xiaofeng Zhu |
| 7 | Self-paced multi-task multi-view capped-norm clustering | 会议论文 | Yazhou Ren;Xin Yan;Zechuan Hu;Zenglin Xu |
| 8 | Stratified Feature Sampling for Semi-Supervised Ensemble Clustering | 期刊论文 | Tian Jialin;Ren Yazhou;Cheng Xiang |
| 9 | Low-Dose CT Image Blind Denoising with Graph Convolutional Networks | 会议论文 | Kecheng Chen;Xiaorong Pu;Yazhou Ren;Hang Qiu;Haoliang Li;Jiayu Sun |
| 10 | Task-Driven Deep Learning for LDCT Image Denoising | 会议论文 | Kecheng Chen;Jiaxin Huang;Jiayu Sun;Yazhou Ren;Xiaorong Pu |
| 11 | 一种基于聚类信息熵的易区分图像选择方法 | 专利 | 任亚洲;杨之蒙;吴子锐;蒲晓蓉 |
| 12 | Self-paced and auto-weighted multi-view clustering | 期刊论文 | Yazhou Ren;Shudong Huang;Peng Zhao;Minghao Han;Zenglin Xu |
| 13 | Dual self-paced multi-view clustering | 期刊论文 | Zongmo Huang;Yazhou Ren;Xiaorong Pu;Lili Pan;Dezhong Yao;Guoxian Yu |
| 14 | Parallel boosted clustering | 期刊论文 | Ren Yazhou;Kamath Uday;Domeniconi Carlotta;Xu Zenglin |
| 15 | Semi-supervised deep embedded clustering | 期刊论文 | Ren Yazhou;Hu Kangrong;Dai Xinyi;Pan Lili;Hoi Steven C H;Xu Zenglin |
| 16 | TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation | 期刊论文 | Kecheng Chen;Xiaorong Pu;Yazhou Ren;Hang Qiu;Fanqiang Lin;Saimin Zhang |
| 17 | Self-paced and soft-weighted nonnegative matrix factorization for data representation | 期刊论文 | Huang Shudong;Zhao Peng;Ren Yazhou;Li Tianrui;Xu Zenglin |
| 18 | Multi-VAE: Learning Disentangled View-common and View-peculiar Visual Representations for Multi-view Clustering | 会议论文 | Jie Xu;Yazhou Ren;Huayi Tang;Xiaorong Pu;Xiaofeng Zhu;Ming Zeng;Lifang He |
| 19 | Deep density-based image clustering | 期刊论文 | Ren Yazhou;Wang Ni;Li Mingxia;Xu Zenglin |
| 20 | Latent Dirichlet allocation based generative adversarial networks. | 期刊论文 | Pan Lili;Cheng Shen;Liu Jian;Tang Peijun;Wang Bowen;Ren Yazhou;Xu Zenglin |
| 21 | Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection | 会议论文 | Kecheng Chen;Kun Long;Yazhou Ren;Jiayu Sun;Xiaorong Pu |
| 22 | Machine learning based early mortality prediction in the emergency department | 期刊论文 | Li Cong;Zhang Zhuo;Ren Yazhou;Nie Hu;Lei Yuqing;Qiu Hang;Xu Zenglin;Pu Xiaorong |
| 23 | Deep embedded multi-view clustering with collaborative training | 期刊论文 | Jie Xu;Yazhou Ren;Guofeng Li;Lili Pan;Ce Zhu;Zenglin Xu |
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