Matlab implementation of online and offline dynamic spectral clustering as described in [1]. Under demo folder, simulation 1 of the paper is implemented and it shows how to use the codes to detect dynamic community structures. Further details can be found by help dsc_online or help dsc_offline.
- [1] Karaaslanlı, Abdullah, and Selin Aviyente. "Community Detection in Dynamic Networks: Equivalence Between Stochastic Blockmodels and Evolutionary Spectral Clustering." IEEE Transactions on Signal and Information Processing over Networks 7 (2021): 130-143. (link)
- [2] Karaaslanli, Abdullah, and Selin Aviyente. "Constrained spectral clustering for dynamic community detection." ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2020. (link)