100 citations · 194 across the 7 of their papers we have counts for
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cs.SE2015★ 100 cited
Parameter-Free Probabilistic API Mining across GitHub
Jaroslav Fowkes, Charles Sutton
Existing API mining algorithms can be difficult to use as they require expensive parameter tuning and the returned set of API calls can be large, highly redundant and difficult to…
stat.ML2015★ 11 cited
A Bayesian Network Model for Interesting Itemsets
Jaroslav Fowkes, Charles Sutton
Mining itemsets that are the most interesting under a statistical model of the underlying data is a commonly used and well-studied technique for exploratory data analysis, with the…