I had to create a slider ranging from 0 to 100. Did that using parameter. In view, when I drag the slider or click on icons then it is behaving as expected, but if hover on the slider and try to scroll through mouse wheel, slider moves but the value doesn't changes. I am using Tableau 9.2
Is there a way to resolve this?
Nope, that's the way it currently behaves.
There is an internal issue filed for this back in 2010 but deemed as "Won't fix" - usually happens when there's no feedback on the issue from the field hence priority drops.
I'd suggest filing a support ticket just to get it in the system.