Research of new clustering algorithm SGRIDS based on grid data compression

By introducing a new grid-based data compression framework,conducted the study on the clustering algorithm SGRIDS which dealed with a large spatial databases.Considering that the input parameter has a great impact on the quality of clustering algorithms,improved the settlement of the value for density threshold,decreased the impact of input parameter,thus attaining a better clustering effect.