We propose to use multidimensional wavelet analysis for pattern recognition
in high multiplicity events and consider some examples. Wavelet analysis r
eveals clustering phenomena in multiparticle production processes. Results
of event-by-event studies of some nucleus-nucleus collisions at 158A GeV ar
e reported. The clusterization topology is found to be different in differe
nt events. Typical patterns include jets and ring-like structures. They are
demonstrated here for five high multiplicity events. (C) 2001 Published by
Elsevier Science B.V.