We first clustered ATM centers into ATM clusters having similar day-of-the week withdrawal patterns.
Before SVM training, the training data are first clustered according to their class-center Euclid distances in some feature spaces.
In the last stage, the testing data are first clustered and tourism demand forecasting is done by means of each cluster's fuzzy system.
Specifically, by the agglomerative clustering method, the given CAD mesh model is first clustered into the sparse and dense triangle regions.
Time-resolved data is first clustered into groups by using the k-means clustering algorithm to yield a small number of representative flow states, the cluster centroids.
The entire dataset was first clustered at the 90% homology level (k = 5), followed by clustering at the 60% homology level (k = 4), and a final clustering step at the 30% homology level (-ce 1e-6).
Here, bioactive compounds for each DUD-E target are first clustered into chemically dissimilar groups.
Then it is desirable that training local patches are first clustered and the SR is performed for each target local patch using the optimal cluster.
Here, bioactive compounds for each DUD-E target were first clustered into a collection of chemically dissimilar groups using SUBSET [36] and a TC similarity threshold of 0.7.
Binding sites were first clustered within the protein targets from which they were derived using average-linkage agglomerative hierarchical clustering and the Euclidean distance measure.
Potential binding sites were first clustered locally according to their SiteHopper PatchScores across all available structures of the same protein target.
