To run a search on an absolute time range, go to the Search tab and click the Time Range field. Enter values here, and the black box tells you what the query will use as the timeframe.  

 timerange1.png

You can also use the hh:mm:ss format, as shown:

timerange2.png

You don't have to select from the menu. You can enter absolute time and dates.