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math.AT2019
Persistence Homology of Networks: Methods and Applications
Mehmet Emin Aktas, Esra Akbas, Ahmed El Fatmaoui
Information networks are becoming increasingly popular to capture complex relationships across various disciplines, such as social networks, citation networks, and biological netwo…
cs.SI2019
Network Embedding: on Compression and Learning
Esra Akbas, Mehmet Aktas
Recently, network embedding that encodes structural information of graphs into a vector space has become popular for network analysis. Although recent methods show promising perfor…