One person died a short time later at Northridge Hospital Medical Center. The conditions of two other victims at the hospital haven't been released.
Detectives haven't disclosed the reason for the attack. It occurred in an industrial area near Van Nuys Airport, the busiest general aviation airport in the U.S.
Joseph says the attacker fled in an SUV and has eluded capture.