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<?xml version="1.0" standalone="yes"?> <Paper uid="W01-0702"> <Title>Combining a self-organising map with memory-based learning</Title> <Section position="8" start_page="0" end_page="0" type="concl"> <SectionTitle> 8 Conclusion </SectionTitle> <Paragraph position="0"> This work suggests that using the SOM for memory editing in MBL may be a useful technique for improving the speed of MBL systems whilst minimising reductions in performance. Further work is needed however to find the optimal training parameters for the system and to confirm the utility of this approach.</Paragraph> </Section> class="xml-element"></Paper>