Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Association rule mining is one of the most popular data-mining techniques used to find associations existing beten a set of objects or data. A time series is a sequence of observations stamped over the time; Time-series analysis has been used in a variety of applications like: business and health. The application of association mining to time series is very promising. The purpose of this article is to propose a new fast algorithm to discover the association that can exist beten two time series.  use discretisation to segment time series to a number of shapes, and  classify these shapes to pre-defined shape classes to generate association rules using Genetic Algorithm (GA).
['Mourad Ykhlef']
I am writing a research paper on a idea Association mining of dependency between time series using Genetic Algorithm and discretisation
[{"from": "human", "value": "I am writing a research paper on a idea Association mining of dependency between time series using Genetic Algorithm and discretisation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Association rule mining is one of the most popular data-mining techniques used to find associations existing beten a set of objects or data. A time series is a sequence of observations stamped over the time; Time-series analysis has been used in a variety of applications like: business and health. The application of association mining to time series is very promising. The purpose of this article is to propose a new fast algorithm to discover the association that can exist beten two time series.  use discretisation to segment time series to a number of shapes, and  classify these shapes to pre-defined shape classes to generate association rules using Genetic Algorithm (GA)."}]