You have to add your selfsigned certificate into the SSL-Storage of your Android-Smartphone. To do so, upload the Certificate to your server and open it in the default Androidbrowser (http://your-domain.tld/yourcertificate.cert).
If you don't have access to the certificate please send me the domain of your ownCloud installation - I will extract the certificate in the correct format and upload it for you.