Y Wu, PK Agarwal, C Li, J Yang, C Yu - ACM Transactions on Database …, 2017 - dl.acm.org
Our media is saturated with claims of “facts” made from data. Database research has in the past focused on how to answer queries, but has not devoted much attention to discerning …
To enable efficient association rule mining, existing techniques prestore intermediate results as itemsets. However, the actual rule generation is still performed at query-time. The …
We demonstrate our SPIRE technology for supporting interactive mining of both positive and negative rules at the speed of thought. It is often misleading to learn only about positive …
A Mukherji, X Lin, E Toto, CR Botaish… - International Journal of …, 2019 - Springer
While rule mining is critical for decision-making applications, rule mining systems still lack support for interactive exploration of multitude of generated rules and understanding of …
A Mukherji, X Lin, J Whitehouse, CR Botaish… - Proceedings of the …, 2013 - dl.acm.org
While significant strides have been made on efficient association rule mining, the usability of mining systems woefully lags behind. In particular, the usability of rule mining systems is …
A Mukherji, X Lin, CR Botaish, J Whitehouse… - Proceedings of the …, 2013 - dl.acm.org
We demonstrate our PARAS technology for supporting interactive association mining at near real-time speeds. Key technical innovations of PARAS, in particular, stable region …
X Qin, R Ahsan, X Lin… - Proceedings of the …, 2014 - proceedings.mlr.press
Association rule mining is known to be computationally intensive, yet real-time decision- making applications are increasingly intolerant to delays. The state-of-the-art PARAS …
Our media is saturated with claims of" facts''made from data. Database research has in the past focused on how to answer queries, but has not devoted much attention to discerning …