What are attributes for artificial intelligence based huge and complex system to predict demand & supply requirements of a region in hourly basis?
Do I understand correctly that you have demand & supply data and you want to build a model using ML & AI techniques that will predict its evolution?
If the answer is yes then it is manageable but it requires someone who understands how ML & AI techniques can be applied to your problem.
Dear Jiří Kroc : Yes I have data and many identified attributes to categorise the data but still predictions are not as expected hence found some attributes are missing which need to be considered.
Here if someone has expertise in these stuffs, they can share their views which may be helpful.
Jiří Kroc Studying data for effective topology.. in agile, all phases are evolving in parallel.
There is always a way to construct a reliable description of any data structure that evolves with time. It requires several steps.
- building a database
- let know your data in depth
- scan literature for known approaches
- learn how to correctly use entropy
- construct advanced data extraction approaches
- compare the predictions to real data
It is a heck of work. Currently, I am working on the final version of one paper of this type that predicts arrhythmias from raw ECG recordings. It is written in a way that explains principles to everyone in any filed.
By the way, to explain all in one paper is extremely difficult and time-consuming but once you know the principles, you can go fast forward.
Hopefully, the paper gets finished in a quarter of a year.
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