27 citations · 67 across the 14 of their papers we have counts for
5 papers · 1 filter
Automated Agriculture Commodity Price Prediction System with Machine Learning Techniques
Zhiyuan Chen, Howe Seng Goh, Kai Ling Sin +3
The intention of this research is to study and design an automated agriculture commodity price prediction system with novel machine learning techniques. Due to the increasing large…
Unsupervised Real Time Prediction of Faults Using the Support Vector Machine
Zhiyuan Chen, Isa Dino, Nik Ahmad Akram
This paper aims at improving the classification accuracy of a Support Vector Machine (SVM) classifier with Sequential Minimal Optimization (SMO) training algorithm in order to prop…
Equipment Failure Analysis for Oil and Gas Industry with an Ensemble Predictive Model
Chen ZhiYuan, Olugbenro. O. Selere, Nicholas Lu Chee Seng
This paper aims at improving the classification accuracy of a Support Vector Machine (SVM) classifier with Sequential Minimal Optimization (SMO) training algorithm in order to prop…
Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection
Kasra Babaei, ZhiYuan Chen, Tomas Maul
This paper proposes an autoencoder (AE) that is used for improving the performance of once-class classifiers for the purpose of detecting anomalies. Traditional one-class classifie…
Detecting Point Outliers Using Prune-based Outlier Factor (PLOF)
Kasra Babaei, ZhiYuan Chen, Tomas Maul
Outlier detection (also known as anomaly detection or deviation detection) is a process of detecting data points in which their patterns deviate significantly from others. It is co…