Exact(8)
It identifies new clusters formed by the incoming data and updates the data space partition.
The data space layer consists of a set of heterogeneous databases.
Its distinguishing aspect is the way the data space is searched.
Step 1. Cluster the data space: call the algorithm PDS of [20, 21].
Traditional data classification techniques usually divide the data space into sub-spaces, each representing a class.
This manifold can be considered as a representation of the latent space in the data space.
The relationship module decides which databases in the data space layer are required to answer a query.
This last method is based on the observation that the true spectra must lie on the exterior of the data space and that the measured spectra at the extremes of the data space provide a useful first estimate.
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