A Som Projection Technique with the Growing Structure for Visualizing High-Dimensional Data

@article{Wu2003ASP,
  title={A Som Projection Technique with the Growing Structure for Visualizing High-Dimensional Data},
  author={Zheng Wu and Gary G. Yen},
  journal={International journal of neural systems},
  year={2003},
  volume={13 5},
  pages={353-65}
}
The Self-Organizing Map (SOM) is an efficient tool for visualizing high-dimensional data. In this paper, an intuitive and effective SOM projection method is proposed for mapping high-dimensional data onto the two-dimensional grid structure with a growing self-organizing mechanism. In the learning phase, a growing SOM is trained and the growing cell… CONTINUE READING