Plugin custom post type single.php template

I created a custom plugin which creates its own custom post type. For this post type I would like to create a single-{custom-post-type}.php template file within the actually plugin directory and not in the themes main directory. Is it possible to run a hook which will look for the template file within the plugin directory before looking inside the theme directory?