67 citations
- Centre National de la Recherche ScientifiqueFR3 papers
- Sorbonne UniversitéFR3 papers
- Thang Long UniversityVN3 papers
- VNU University of EducationVN3 papers
- École Pratique des Hautes ÉtudesFR2 papers
- Griffith UniversityAU2 papers
- Milieux environnementaux, transferts et interactions dans les hydrosystèmes et les solsFR2 papers
- Can Tho UniversityVN1 paper
- Hanoi National University of EducationVN1 paper
- Hanoi UniversityVN1 paper
- Institut de Recherche pour le DéveloppementFR1 paper
- Laboratoire de Mathématiques de Bretagne AtlantiqueFR1 paper
Showing 2017Show all
2 papers · 1 filter
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…