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bank_na
2004 May 24
1
non-hierarchical non-exclusive clustering of large data sets
...to cluster words with related meanings. Does anyone
know of a non-hierarchical clustering method in R that produces
non-exclusive clusters? With non-exclusive, I mean that words should be
allowed to be part of multiple clusters. So my data matrix would look
something like:
T1 T2 T3
CLOWN_N 0 1 0
BANK_N 3 0 2
RIVER_N 0 0 2
FLOW_V 0 0 3
MONEY_N 2 0 0
PAY_V 2 0 0
The first line indicates the noun "clown" occurred only once in my text
collection, namely in text 2. Ideally, the clustering method would
produce the clusters [bank_n,river_n,flow_v], [bank_n,money_n,pay_v] and
[clown_n].
The d...