Two improvements of early transition detection (ETD) are presented. One imp
rovement allows for transitions to be detected if they occur on very differ
ent timescales. The other extends ETD to be applicable together with unsupe
rvised classification methods. Both improvements are successfully tested on
data obtained from sensor array measurements. Copyright (C) 1999 John Wile
y & Sons, Ltd.