6 citations · 7 across the 4 of their papers we have counts for
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cs.LG2019★ 6 cited
Resource-aware Elastic Swap Random Forest for Evolving Data Streams
Diego Marrón, Eduard Ayguadé, José Ramon Herrero +1
Continual learning based on data stream mining deals with ubiquitous sources of Big Data arriving at high-velocity and in real-time. Adaptive Random Forest ({\em ARF}) is a popular…
cs.LG2015★ 1 cited
Data Stream Classification using Random Feature Functions and Novel Method Combinations
Diego Marrón, Jesse Read, Albert Bifet +1
Big Data streams are being generated in a faster, bigger, and more commonplace. In this scenario, Hoeffding Trees are an established method for classification. Several extensions e…