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Regular version of the site

Book chapter

Learning Interpretable Prefix-Based Patterns from Demographic Sequences

P. 74-91.
Gizdatullin D., Baixeries J., Ignatov D. I., Mitrofanova E., Muratova A., Espy IV T. H.

There are many different methods for computing relevant
patterns in sequential data and interpreting the results. In this paper,
we compute emerging patterns (EP) in demographic sequences using
sequence-based pattern structures, along with different algorithmic solutions.
The purpose of this method is to meet the following domain
requirement: the obtained patterns must be (closed) frequent contiguous
prefixes of the input sequences. This is required in order for demographers
to fully understand and interpret the results.








In book

Learning Interpretable Prefix-Based Patterns from Demographic Sequences
Edited by: D. I. Ignatov, В. В. Стрижов, К. В. Воронцов. Vol. 794. Switzerland: Springer, 2019.