11 citations · 29 across the 4 of their papers we have counts for
4 papers
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation
Truong Dang, Tien Thanh Nguyen, John McCall +2
In recent years, deep learning has rapidly become a method of choice for the segmentation of medical images. Deep Neural Network (DNN) architectures such as UNet have achieved stat…
Streaming Active Deep Forest for Evolving Data Stream Classification
Anh Vu Luong, Tien Thanh Nguyen, Alan Wee-Chung Liew
In recent years, Deep Neural Networks (DNNs) have gained progressive momentum in many areas of machine learning. The layer-by-layer process of DNNs has inspired the development of…
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…
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…