68 citations · 102 across the 10 of their papers we have counts for
Showing 2017 · cs.LGShow all
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cs.LG2017★ 3 cited
An ensemble-based online learning algorithm for streaming data
Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Xuan Cuong Pham +2
In this study, we introduce an ensemble-based approach for online machine learning. The ensemble of base classifiers in our approach is obtained by learning Naive Bayes classifiers…
cs.LG2017★ 4 cited
Aggregation of Classifiers: A Justifiable Information Granularity Approach
Tien Thanh Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew +1
In this study, we introduce a new approach to combine multi-classifiers in an ensemble system. Instead of using numeric membership values encountered in fixed combining rules, we c…