Name: Samin Aref
Type: User
Company: University of Toronto
Bio: I am a researcher and educator working on mathematical modeling, machine learning, and data science.
Twitter: SaminAref
Location: Toronto, Canada
Blog: saref.github.io
Samin Aref's Projects
A curated list of community detection research papers with implementations.
Bayan Algorithm
The algorithms based on the two mathematical programming models (Aref and Neal 2021) for computing the exact value of k-clusterability index and clusterability index of a signed network
The algorithm based on the optimization models (Aref and Neal "Detecting Coalitions by Optimally Partitioning Signed Networks of Political Collaboration" 2020 Scientific Reports) for computing the frustration index in relatively dense signed networks.
The algorithm based on the UBQP model (Aref et al. 2018) for computing the exact value of frustration index (also called line index of balance)
The algorithm based on the XOR model (Aref et al. 2019) for computing the exact value of frustration index (also called line index of balance)
Up-to-date version of labs for ISLP
The algorithms for multilevel evaluation of balance in signed directed networks