Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Detecting and keeping track of clusters in a dynamic graph is challenging, especially when all snapshots are too sparse to obtain any meaningful clusters. Instead of clustering at each snapshot,  propose a temporal clustering framework based on PARAFAC Decomposition to detect clusters and temporal information on how they change.  provide a deeper understanding of PARAFAC from clustering point of view.  apply our method to both synthetic and real-world data, compare the result with state of the art and show that our methods can detect clusters as ll as their meaningful moment.
['Kun Tu', 'Bruno F. Ribeiro', 'Ananthram Swami', 'Donald F. Towsley']
I am writing a research paper on a idea Detecting Cluster with Temporal Information in Sparse Dynamic Graph
[{"from": "human", "value": "I am writing a research paper on a idea Detecting Cluster with Temporal Information in Sparse Dynamic Graph"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Detecting and keeping track of clusters in a dynamic graph is challenging, especially when all snapshots are too sparse to obtain any meaningful clusters. Instead of clustering at each snapshot,  propose a temporal clustering framework based on PARAFAC Decomposition to detect clusters and temporal information on how they change.  provide a deeper understanding of PARAFAC from clustering point of view.  apply our method to both synthetic and real-world data, compare the result with state of the art and show that our methods can detect clusters as ll as their meaningful moment."}]