Yes you can. You need to find the current rating of the charger first. Then make sure that current rating of the fan does not exceed the rating of the charger. Now when connecting the fans to the charger (or wall wart as I like to call them) you need to wiring them in parallel not in series. This means that both positive wires(or red wires) need to be connected to the positive terminal (or wire) of the charger, and conversely connect both of the common wires(or ground/black wire) to the common terminal of the charger. If you were to connect them in series, one fan would be connected to the + terminal and the common wire of the fan would connect to the + of the next fan and that fan's common wire would connect to the common of the charger. The yellow wire is a wire that provides speed control to the fan via PWM. PWM(pulse width modulation) is a digital output of a square wave in which the duty cycle can be set from 0 to 100% to alter the rotational speed of the fan. In your case, DO NOT connect the yellow wire to anything, you can leave it 'flapping in the wind'. But before you go wiring up things, make sure you know which wire coming out of the charger is your positive terminal; usually this wire has a some sort of marking like a white stripe or dotted line along the length of the wire. The common terminal should just use a plain black wire with no markings.
I am an electrical engineering technology graduate, and I know this will sound confusing but do a little research on basic wiring and it will make more sense.