As the Fit Pros before me have said, holding and enforcing a 24 hour cancellation policy is a huge help. Clearly state that if you are not notified at least 24 hours prior to the session start time no refund will be issued.
Also, with your clients develop a strong adherence program with each of them. Use what motivates them and remind them of their goals regularly. Get them excited for their session!