18 citations · 47 across the 16 of their papers we have counts for
3 papers · 1 filter
Learning an Integrated Distance Metric for Comparing Structure of Complex Networks
Sadegh Aliakbary, Sadegh Motallebi, Jafar Habibi +1
Graph comparison plays a major role in many network applications. We often need a similarity metric for comparing networks according to their structural properties. Various network…
Quantification and Comparison of Degree Distributions in Complex Networks
Sadegh Aliakbary, Jafar Habibi, Ali Movaghar
The degree distribution is an important characteristic of complex networks. In many applications, quantification of degree distribution in the form of a fixed-length feature vector…
Generative Model Selection Using a Scalable and Size-Independent Complex Network Classifier
Sadegh Motallebi, Sadegh Aliakbary, Jafar Habibi
Real networks exhibit nontrivial topological features such as heavy-tailed degree distribution, high clustering, and small-worldness. Researchers have developed several generative…