A more specialised JQL query would be:
project = "ABC" and issuetype in (standardIssueTypes()) and issuetype != Epic and status not in (Resolved,Closed) and Sprint not in (openSprints()) OR project = "ABC" and sprint is EMPTY and issuetype != Epic
Here is a great document on the fields available to JQL: https://confluence.atlassian.com/display/JIRA/Advanced+Searching#AdvancedSearching-FieldsReference. These fields will also apply to GreenHopper.
The extended query may not have suited your needs as Rapid Boards can be configured differently. It may be useful for further customising your own query :)
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