Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the representative codes of the clusters and the tree adapts the separating hyperplanes beten the clusters. The membership of a sample in a cluster is decided by the tree and the tree parameters are guided by stored codes. The model provides a hierarchical representation of the clusters by minimizing a global objective function as opposed to the existing hierarchical clusterings where a local objective function at every level is optimized.  show the results on real-life data.
['Jayanta Basak']
I am writing a research paper on a idea Online adaptive clustering in a decision tree framework
[{"from": "human", "value": "I am writing a research paper on a idea Online adaptive clustering in a decision tree framework"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  present an online adaptive clustering algorithm in a decision tree framework which has an adaptive tree and a code formation layer. The code formation layer stores the representative codes of the clusters and the tree adapts the separating hyperplanes beten the clusters. The membership of a sample in a cluster is decided by the tree and the tree parameters are guided by stored codes. The model provides a hierarchical representation of the clusters by minimizing a global objective function as opposed to the existing hierarchical clusterings where a local objective function at every level is optimized.  show the results on real-life data."}]