Edwin Lughofer, Moamar Sayed-Mouchaweh,
"Adaptive and On-line Learning in Non-Stationary Environments, Evolving Systems"
, in Evolving Systems, Vol. 6, Nummer 2, Springer, Seite(n) 75-77, 2015
Adaptive and On-line Learning in Non-Stationary Environments, Evolving Systems
Sprache des Titels:
This special issue aims at discussing novel efficient
techniques, methods and tools in these directions in order
to be able to manage, to exploit and to interpret correctly
the increasing amount of data in environments that are con
tinuously changing. It thus includes some recent methods
going beyond state-of-the-art and addressing the advances
and challenges of learning in non-stationary environments.
In particular, it handles several real-world applications that
require on-line and evolving learning capabilities which
have been hardly tackled before in this context.