面向复杂数据的分布式协同聚类算法研究
61873324
2018
F0310.人工智能驱动的自动化
周劲
面上项目
教授
济南大学
66万元
复杂数据;数据挖掘;协同聚类;分布式聚类;点对点网络
2019-01-01到2022-12-31
- 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 | A General Transfer Learning-based Gaussian Mixture Model for Clustering | 期刊论文 | Rongrong Wang;Jin Zhou;Hui Jiang;Shiyuan Han;Lin Wang;Dong Wang;Yuehui Chen |
| 2 | Random Fourier Feature-Based Fuzzy Clustering with p-Laplacian Regularization | 期刊论文 | Yingxu Wang;Tianjun Li;Long Chen;Guangmei Xu;Jin Zhou;C. L. Philip Chen |
| 3 | Random Feature Based Attribute-weighed Kernel Fuzzy Clustering for Non-linear Data | 会议论文 | Qiushi Tian;Jin Zhou;Shiyuan Han;Lin Wang;Yuehui Chen |
| 4 | 基于数据集成聚类的工业燃煤锅炉工况划分方法及系统 | 专利 | 杜韬;仵匀政;周劲;陈迪;王心耕;杨晓晖;曲守宁 |
| 5 | 基于数据流聚类的工业设备运行状态划分方法及系统 | 专利 | 杜韬;陈迪;周劲;仵匀政;王心耕;杨晓晖;曲守宁 |
| 6 | 基于多通道加权引导滤波的模糊聚类彩色图像分割方法 | 专利 | 周劲;徐广梅;董吉文;韩士元;王琳;陈月辉 |
| 7 | 一种文本推荐方法、系统、存储介质和设备 | 专利 | 周劲;郭颖颖;韩士元;王琳;杜韬;纪科;张坤;赵亚欧 |
| 8 | 一种网站行为分类方法、系统、存储介质及设备 | 专利 | 周劲;秦庆雪;韩士元;王琳;杜韬;纪科;张坤;赵亚欧 |
| 9 | Soft Subspace Fuzzy Clustering with Dimension Affinity Constraint | 期刊论文 | Yingying Guo;Rongrong Wang;Jin Zhou;Yuehui Chen;Hui Jiang;Shiyuan Han;Lin Wang;Tao Du;Ke Ji;Ya-ou Zhao;Kun Zhang |
| 10 | 一种基于多重空间信息加权的模糊聚类的图像分割方法 | 专利 | 周劲;刘祥道;韩士元;王琳;陈月辉 |
| 11 | Transfer-Learning-Based Gaussian Mixture Model for Distributed Clustering | 期刊论文 | Rongrong Wang;Shiyuan Han;Jin Zhou;Yuehui Chen;Lin Wang;Tao Du;Ke Ji;Ya-Ou Zhao;Kun Zhang |
| 12 | A Collaborative Kernel Clustering Algorithm for Non-Linear Data in Peer-to-Peer Networks | 会议论文 | Ting Wang;Rongrong Wang;Jin Zhou;Hui Jiang;Shiyuan Han;Lin Wang;Yuehui Chen |
| 13 | Transfer Clustering Based on Gaussian Mixture Model | 会议论文 | Rongrong Wang;Jin Zhou;Xiangdao Liu;Shiyuan Han;Lin Wang;Yuehui Chen |
| 14 | Semi-Supervised Deep Clustering with Soft Membership Affinity | 会议论文 | Haixiao Zhao;Rongrong Wang;Jin Zhou;Shiyuan Han;Tao Du;Ke Ji;Ya-Ou Zhao;Kun Zhang;Yuehui Chen |
| 15 | Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks | 期刊论文 | Yingxu Wang;Shiyuan Han;Jin Zhou;Long Chen;C.L. Philip Chen;Tong Zhang;Zhulin Liu;Lin Wang;Yuehui Chen |
| 16 | Kernel Fuzzy Clustering based on Quasi-Monte Carlo Feature Map with Neighbor Affinity Constraint | 会议论文 | Wenpu Zhang;Yingying Guo;Rongrong Wang;Jin Zhou;Hui Jiang;Shiyuan Han;Lin Wang;Tao Du;Ke Ji |
| 17 | Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights | 期刊论文 | Yingxu Wang;Jiwen Dong;Jin Zhou;Guangmei Xu;Yuehui Chen |
| 18 | Improvement of Neural-Network Classifiers Using Fuzzy Floating Centroids | 期刊论文 | Shuangrong Liu;Lin Wang;Bo Yang;Jin Zhou;Zhenxiang Chen;Huifen Dong |
| 19 | Transfer Learning Based Kernel Fuzzy Clustering | 会议论文 | Bozhan Dang;Jin Zhou;Xiangdao Liu;Rongrong Wang;Lin Wang;Shiyuan Han;Yuehui Chen |
| 20 | Multivariate Morphological Reconstruction based Fuzzy Clustering with a Weighting Multi-Channel Guided Image Filter for Color Image Segmentation | 期刊论文 | Guangmei Xu;Jin Zhou;Jiwen Dong;C. L. Philip Chen;Tong Zhang;Long Chen;Shiyuan Han;Lin Wang;Yuehui Chen |
| 21 | Transfer Learning Based Collaborative Multi-View Clustering | 期刊论文 | Xiangdao Liu;Rongrong Wang;Jin Zhou;C. L. Philip Chen;Tong Zhang;Yuehui Chen;Shiyuan Han;Tao Du;Ke Ji;Kun Zhang |
| 22 | Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks | 期刊论文 | Bozhan Dang;Yingxu Wang;Jin Zhou;Rongrong Wang;Long Chen;C. L. Philip Chen;Tong Zhang;Shiyuan Han;Lin Wang;Yuehui Chen |
| 23 | A novel Kernel Clustering with Quasi-Monte Carlo Random Feature Map | 会议论文 | Wenpu Zhang;Yingying Guo;Jin Zhou;Hui Jiang;Rongrong Wang |
| 24 | 基于迁移学习分布式期望最大化金融数据聚类方法及系统 | 专利 | 周劲;王荣荣;韩士元;王琳;杜韬;纪科;张坤;赵亚欧 |
| 25 | 一种基于决策树的驾驶员意图分析方法及系统 | 专利 | 杨晓晖;察晓磊;徐涛;冯志全;周劲;韩士元 |
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