Mathematical Problems in Engineering / 2013 / Article / Alg 2

Research Article

Active Semisupervised Clustering Algorithm with Label Propagation for Imbalanced and Multidensity Datasets

Algorithm 2

Semisupervised clustering algorithm with label propagation.
(1) Input the value of k.
(2) .
(3) Suppose that the number of different labels in is p.
(4) Merge into according
to labels of data in .
(5) Foreach cluster in   do
(6) Foreach data point x in C  do
(7)  Compute the
(8) End Foreach
(9) Compute s
(10) End Foreach
(11) Foreach cluster in   do
(12)
(13) End Foreach
(14) Label the rest unlabeled data according to KNN rule.
(15) Output the clustering results.

We are committed to sharing findings related to COVID-19 as quickly as possible. We will be providing unlimited waivers of publication charges for accepted research articles as well as case reports and case series related to COVID-19. Review articles are excluded from this waiver policy. Sign up here as a reviewer to help fast-track new submissions.