253 citations · 1.2k across the 46 of their papers we have counts for
3 papers · 1 filter
Online Tool Condition Monitoring Based on Parsimonious Ensemble+
Mahardhika Pratama, Eric Dimla, Edwin Lughofer +2
Accurate diagnosis of tool wear in metal turning process remains an open challenge for both scientists and industrial practitioners because of inhomogeneities in workpiece material…
Evolving Ensemble Fuzzy Classifier
Mahardhika Pratama, Witold Pedrycz, Edwin Lughofer
The concept of ensemble learning offers a promising avenue in learning from data streams under complex environments because it addresses the bias and variance dilemma better than i…
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…