PathEmb: Random Walk Based Document Embedding for Global Pathway Similarity Search

Volume: 23, Issue: 3, Pages: 1329 - 1335
Published: May 1, 2019
Abstract
Pathway analysis is a cornerstone of system biology. In particular, pathway similarity search plays a key role in establishing structural, functional, and evolutionary relationships between different biological entities. Given a query pathway as well as a database, a pathway similarity search aims to identify novel pathways that are homologous to the query pathway. Unfortunately, the pathway similarity search is computationally inefficient due...
Paper Details
Title
PathEmb: Random Walk Based Document Embedding for Global Pathway Similarity Search
Published Date
May 1, 2019
Volume
23
Issue
3
Pages
1329 - 1335
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