My mouse wheel scrolls three rows of icons at the time, which is too much. Is there a way to reduce this?
This answer assumes you don't have any fancy mouse with it's own drivers/software outside the control of Windows.
In Control Panel, click Mouse
In the Wheel section, change the option to what you want
Also, try this KB