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I applied UBC in Data Mining, possibly DM is very strong in there, isn't it? And, is ML/AI research scarce in there?
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Yeah, ML and AI look scarce at UBC, at least compared to Alberta.
Regarding data mining, I am pretty clueless about Alberta vs. UBC. Unless someone has some good info, you may want to call some of their professors and see what they think of each other for data mining

BTW, as you may have seen, this guy went to Alberta for data mining:
Stanley Oliveira
However, their database lab seems to be focusing more on wirelessly-aquired spatial information:
Research Profile: Database Systems - Department of Computing Science - University of Alberta
It seems to be a matter of:
DB Research @ UofA
vs.
UBC Database Group Website
Based on websites alone, UBC seems best.