Regarding the computer tool : I am looking for a computer tool or algorithm which can deal with big time series data and can provide WQI!
See the videos in the attached search screenshot. Best wishes, David Booth
Now Time series data use is not clearly specified i.e. what are you trying to calculate with all of this?
Depending on data availability, you can use a range of techniques:
Conference Paper Prediction of water quality index (WQI) based on artificial ...
The major question here is how you define what "most precise and effective model" is. Here you'll need to conduct empirical evaluation based on your data. Please let me recommend these works describing methods to conduct the performance evaluation stage:
Article Assessing Point Forecast Bias Across Multiple Time Series: M...
Chapter Forecast Evaluation Techniques for I4.0 Systems
Chapter Forecast Error Measures: Critical Review and Practical Recommendations
Thank you so much @Andrey. I Think you have described what I wanted to know.
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