Philippine Information Technology Journal | |
Reconstructing a Tree Poset from Linear Extensions | |
Fernandez, Jr., Proceso L.1  Ordanel, Ivy D.1  | |
关键词: partial orders; posets; tree poset; linear extensions; | |
DOI : 10.3860/pitj.v4i2.2734 | |
学科分类:计算机科学(综合) | |
来源: Philippine Society of Information Technology Educators | |
【 摘 要 】
In Data Mining, one of the most relevant emerging problems is the generation of a network model from sequential data of events and observations. This can be abstracted by treating a sequence of observations as a linear order. The network model can then be generated by reconstructing a poset from the set of linear orders. There have already been algorithms devised to solve this problem, the most efficient of which runs in O(mn + n2)-time, where m is the number of linear orders and n is the number of elements in a linear order. However, if the class of poset is known, then it would also be relevant to find a more efficient algorithm to reconstruct it. This paper presents a more efficient algorithm that runs in O(mn)-time in reconstructing a tree poset from a given set of linear orders.
【 授权许可】
Unknown
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
RO201912020437796ZK.pdf | 15KB | download |