Temporal network alignment via GoT-WAVE
Abstract
Network alignment (NA) finds conserved regions between two networks. NA methods optimize node conservation (NC) and edge conservation. Dynamic graphlet degree vectors are a state-of-the-art dynamic NC measure, used within the fastest and most accurate NA method for temporal networks: DynaWAVE. Here, we use graphlet-orbit transitions (GoTs), a different graphlet-based measure of temporal node similarity, as a new dynamic NC measure within DynaWAVE, resulting in GoT-WAVE.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Feb 13, 2019
- Source ID
- 10.1093/bioinformatics/btz119
Entities
People
- David Aparício
- Fernando Silva
- Pedro Ribeiro
- Tijana Milenković
Organizations
- Air Force Office of Scientific Research
- Fundação para a Ciência e Tecnologia
- University of Notre Dame
- University of Porto