Hi Spiros,
To get positive supply voltage from the power supply, the -ve connection is connected to ground and the +ve connection is connected to the desire positive voltage. To get negative voltage from the power supply, the +ve connection is connected to ground and the -ve connection is connected to the desired negative voltage.
All supply need to reference to something, which usually is ground.
Regards,
Charles