├── 1-complete-data ├── 100Leaves.mat ├── Mfeat.mat ├── ORL.mat ├── buaaRnSp.mat ├── caltech7.mat ├── mfeatRnSp.mat └── orlRnSp.mat ├── README.md └── random remove ├── 100Leaves.mat ├── Mfeat.mat ├── ORL.mat ├── WebKB.mat ├── bbcsport4vbigRnSp.mat ├── buaaRnSp.mat ├── caltech7.mat ├── mfeatRnSp.mat └── orlRnSp.mat /1-complete-data/100Leaves.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/100Leaves.mat -------------------------------------------------------------------------------- /1-complete-data/Mfeat.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/Mfeat.mat -------------------------------------------------------------------------------- /1-complete-data/ORL.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/ORL.mat -------------------------------------------------------------------------------- /1-complete-data/buaaRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/buaaRnSp.mat -------------------------------------------------------------------------------- /1-complete-data/caltech7.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/caltech7.mat -------------------------------------------------------------------------------- /1-complete-data/mfeatRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/mfeatRnSp.mat -------------------------------------------------------------------------------- /1-complete-data/orlRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/1-complete-data/orlRnSp.mat -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Incomplete-multi-view-datasets 2 | ## Setting 3 | 4 | One complete: A view is complete and other views randomly miss 10%-70%. 5 | 6 | Random miss : All views randomly miss. 7 | 8 | --- 9 | 10 | ``` 11 | @article{Zhang_2020, 12 | title={Adaptive Weighted Graph Fusion Incomplete Multi-View Subspace Clustering}, 13 | volume={20}, 14 | ISSN={1424-8220}, 15 | url={http://dx.doi.org/10.3390/s20205755}, 16 | DOI={10.3390/s20205755}, 17 | number={20}, 18 | journal={Sensors}, 19 | publisher={MDPI AG}, 20 | author={Zhang, Pei and Wang, Siwei and Hu, Jingtao and Cheng, Zhen and Guo, Xifeng and Zhu, En and Cai, Zhiping}, 21 | year={2020}, 22 | month={Oct}, 23 | pages={5755}} 24 | ``` 25 | 26 | --- 27 | 28 | # multi-view-datasets 29 | 30 | link: https://pan.baidu.com/s/17fLfSyWxlXKh8vmiS3ZcRg 31 | code: bf7a 32 | 33 | --- 34 | 35 | ``` 36 | @ARTICLE{9298842, 37 | author={P. {Zhang} and X. {Liu} and J. {Xiong} and S. {Zhou} and W. {Zhao} and E. {Zhu} and Z. {Cai}}, 38 | journal={IEEE Transactions on Knowledge and Data Engineering}, 39 | title={Consensus One-step Multi-view Subspace Clustering}, 40 | year={2020}, 41 | volume={}, 42 | number={}, 43 | pages={1-1}, 44 | doi={10.1109/TKDE.2020.3045770}} 45 | ``` 46 | --- 47 | 48 | 49 | Any problems, please contanct 50 | -------------------------------------------------------------------------------- /random remove/100Leaves.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/100Leaves.mat -------------------------------------------------------------------------------- /random remove/Mfeat.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/Mfeat.mat -------------------------------------------------------------------------------- /random remove/ORL.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/ORL.mat -------------------------------------------------------------------------------- /random remove/WebKB.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/WebKB.mat -------------------------------------------------------------------------------- /random remove/bbcsport4vbigRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/bbcsport4vbigRnSp.mat -------------------------------------------------------------------------------- /random remove/buaaRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/buaaRnSp.mat -------------------------------------------------------------------------------- /random remove/caltech7.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/caltech7.mat -------------------------------------------------------------------------------- /random remove/mfeatRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/mfeatRnSp.mat -------------------------------------------------------------------------------- /random remove/orlRnSp.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Jeaninezpp/multi-view-datasets/0169cc99998ed34edaf294d8ec7a0b287c1b46c9/random remove/orlRnSp.mat --------------------------------------------------------------------------------