Yes, you can delete items from your reading history.
To do this:
1. Click on the menu button at the top lefthand corner of the screen, and select “Home” from the lefthand column. At the top you will see the section called "Recent reads".
2. Tap and hold on the publication you want to delete. The dialog box will pop up and you will need to choose "Remove".