Aligning dynamic networks with DynaWAVE
Abstract
Network alignment (NA) aims to find similar (conserved) regions between networks, such as cellular networks of different species. Until recently, existing methods were limited to aligning static networks. However, real-world systems, including cellular functioning, are dynamic. Hence, in our previous work, we introduced the first ever dynamic NA method, DynaMAGNA++, which improved upon the traditional static NA. However, DynaMAGNA++ does not necessarily scale well to larger networks in terms of alignment quality or runtime.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Dec 28, 2017
- Source ID
- 10.1093/bioinformatics/btx841
Entities
People
- Tijana Milenković
- Vipin Vijayan
Organizations
- Air Force Office of Scientific Research
- University of Notre Dame