Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  a combination of time series clustering and prediction is considered. Both clustering and prediction are done by neural networks with supervised and unsupervised learning respectively. Some optimizations of the clustering procedure are proposed for software implementation. Prediction results for univariate time series are shown and analysed.
['Ventsislav Nikolov']
I am writing a research paper on a idea Optimizations in time series clustering and prediction
[{"from": "human", "value": "I am writing a research paper on a idea Optimizations in time series clustering and prediction"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  a combination of time series clustering and prediction is considered. Both clustering and prediction are done by neural networks with supervised and unsupervised learning respectively. Some optimizations of the clustering procedure are proposed for software implementation. Prediction results for univariate time series are shown and analysed."}]