Image Home
Image People
Image Publication
Image Applications
Image Data & Code
Image Library
Image Seminar
Image Link
Image Album

Search LAMDA


Description: KISAR is a package towards discovering what patterns trigger what labels with MIML(Multi-Instance Multi-Label learning). The package includes the MATLAB code of the algorithm KISAR.


• Y.-F. Li, J.-H., Hu, Y. Jiang and Z.-H. Zhou. Towards discovering what patterns trigger what labels. In: Proceedings of the 26th AAAI Conference on Artificial Intelligences (AAAI'12), Toronto, Canada, 2012.

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 (

Requirement: The package was developed with MATLAB(v2008a) and C++, hence Matlab and C++ need to be installed before running this code. A demo function 'demo.m' and a image data set 'scene' are included to illustrate the use of this package.

ATTN2: This package was developed by Ms. Ju-Hua Hu ( and Mr. Yu-Feng Li ( For any problem concerning the code, please feel free to contact Ms. Hu or Mr. Li.

Download: code (698KB)
  Name Size

(for FireFox 3+ and IE 7+)
Contact LAMDA: (email) (tel) +86-025-89681608 © LAMDA, 2016