Davis [1] has investigated the properties of the Waltz propagation algorithm with interval labels in continuous domains.
Taking 4-bit DBR-based discretization as an example, the interval labelled with "1000", located 8 intervals away from the reference interval "0000", is eventually mapped to one Hamming distance away in the Hamming space.
It transforms a numeric or continuous attribute to a nominal or categorical attribute by replacing the raw values of a continuous attribute with non-overlapping interval labels (e.g., 0 5, 6 10, etc).. Different data mining algorithms are designed to handle different data types.
Ordinal and interval labels have to be converted to nominal labels by label-specific transformations (Table 2).
Nevertheless, strategies for a direct application of the NTI on ordinal and interval labels need to be developed.
Mineral apposition rate (MAR), calculated by mean distance between double labels divided by the interval labeling time (3 days) (μm/day) Bone formation rate (BFR/BS), calculated as MAR × MS/BS (μm3/μm2/day × 10-2).
Monrose et al. [4, 5], Teoh et al. [6], and Verbitsky et al. [13] partition each feature space into two intervals (labeled by '0' and '1') based on a prefix threshold.
Continuing this process yields an infinite sequence of nested intervals, labeled by an infinite sequence of digits b0, b1, b2, b3,..., and one writes :x = b_0.b_1b_2b_3 \dots.
For the analyses the levels were pooled into five intervals, labeled A-E (youngest to oldest).
Using "GO Slimmer" ; [ 49]), 78 unique genes from the ENCODE intervals labeled with GO 0032502 were identified as developmental genes, while 152 genes from the ENCODE region were correspondingly identified as non-developmental.
