Improved PLSOM algorithm

@article{Berglund2008ImprovedPA,
  title={Improved PLSOM algorithm},
  author={Erik Berglund},
  journal={Applied Intelligence},
  year={2008},
  volume={32},
  pages={122-130}
}
The original Parameter-Less Self-Organising Map (PLSOM) algorithm was introduced as a solution to the problems the Self-Organising Map (SOM) encounters when dealing with certain types of mapping tasks. Unfortunately the PLSOM suffers from over-sensitivity to outliers and over-reliance on the initial weight distribution. The PLSOM2 algorithm is introduced to address these problems with the PLSOM. PLSOM2 is able to cope well with outliers without exhibiting the problems associated with the… CONTINUE READING

From This Paper

Figures, tables, and topics from this paper.
9 Citations
18 References
Similar Papers

Citations

Publications citing this paper.
Showing 1-9 of 9 extracted citations

References

Publications referenced by this paper.

Similar Papers

Loading similar papers…