Description: The package includes the MATLAB code of algorithms MIMLBOOST and MIMLSVM , both which are designed to deal with multi-instance multi-label learning. It is in particular useful when a real-world object is associated with multiple instances as well as multiple labels simultaneously.

References:

• Z.-H. Zhou and M.-L. Zhang. Multi-instance multi-label learning with application to scene classification . In: Advances in Neural Information Processing Systems 19 (NIPS'06) (Vancouver, Canada), B. Schölkopf, J. Platt, and T. Hofmann, eds. Cambridge, MA: MIT Press, 2007, pp.xxx-xxx.

ATTN: This package is free for academic usage. You can run it at your own risk. For other purposes, please contact Prof. Zhi-Hua Zhou ( zhouzh@nju.edu.cn ).

Requirement: The package was developed with MATLAB.

ATTN2: This package was developed by Mr. Min-Ling Zhang ( zhangml@lamda.nju.edu.cn ). For any problem concerning the code, please feel free to contact Mr. Zhang.

Download: [ code ] (95Kb)