30 citations · 68 across the 12 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2018
An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams
Mahardhika Pratama, Witold Pedrycz, Geoffrey I. Webb
Existing FNNs are mostly developed under a shallow network configuration having lower generalization power than those of deep structures. This paper proposes a novel self-organizin…
cs.AI2017★ 5 cited
Specious rules: an efficient and effective unifying method for removing misleading and uninformative patterns in association rule mining
Wilhelmiina Hämäläinen, Geoffrey I. Webb
We present theoretical analysis and a suite of tests and procedures for addressing a broad class of redundant and misleading association rules we call \emph{specious rules}. Specio…