Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key is to obtain valid results, while providing guarantees on the (non)disclosure of data.  present a method for  k -means clustering when different sites contain different attributes for a common set of entities. Each site learns the cluster of each entity, but learns nothing about the attributes at other sites.
['Jaideep Vaidya', 'Chris Clifton']
I am writing a research paper on a idea Privacy-preserving k -means clustering over vertically partitioned data
[{"from": "human", "value": "I am writing a research paper on a idea Privacy-preserving k -means clustering over vertically partitioned data"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key is to obtain valid results, while providing guarantees on the (non)disclosure of data.  present a method for  k -means clustering when different sites contain different attributes for a common set of entities. Each site learns the cluster of each entity, but learns nothing about the attributes at other sites."}]