stMTMVL

Multi-task multi-view learning for urban water quality prediction based on spatio-temporal dataset

This is an easy implement of stMTMVL using Matlab, tested on Win 10.

Requirements

stMTMVL uses the following dependencies:

• [Matlab] and its dependencies
• windows 8 and latest version

Paper

Ye Liu, Yu Zheng, Yuxuan Liang, Shuming Liu and David S. Rosenblum. " Urban Water Quality Prediction Based on Multi-task Multi-view Learning.", IJCAI 2016.

If you find our code and dataset useful for your research, please cite our paper:

@inproceedings{liu2016urban,
  title={Urban water quality prediction based on multi-task multi-view learning},
  author={Liu, Ye and Zheng, Yu and Liang, Yuxuan and Liu, Shuming and Rosenblum, David S},
  booktitle={Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence},
  pages={2576--2582},
  year={2016},
  organization={AAAI Press}
}

Framework

Guide

Please refer to "How to use.pdf" under the root folder.