Zhiyuan Chen

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 25

Top Topics

Anomaly Detection

Stock Price Prediction

Diabetic Retinopathy

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Mengze Hong, Zhiyuan Chen, Waleed Mahmoud Soliman, Kun Zhang
A Comparative Study of LSTM, LightGBM, and Autoregressive Model in Narrow-Based ETF Market Prediction with Multi-Ticker Models. MLMI (2023)
Chunzhi Yi, Baichun Wei, Jianfei Zhu, Seungmin Rho, Zhiyuan Chen, Feng Jiang
Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors. IEEE Internet Things J. 10 (1) (2023)
Changjiang Huang, Zhiyuan Chen, Waleed Mahmoud Soliman
Stock Price Prediction with FinBERT and RNN. ICACS (2023)
Chunzhi Yi, Baichun Wei, Wei Jin, Jianfei Zhu, Seungmin Rho, Zhiyuan Chen, Feng Jiang
Estimating Continuous Muscle Fatigue For Multi-Muscle Coordinated Exercise: A Pilot Study. CoRR (2023)
Chunzhi Yi, Seungmin Rho, Baichun Wei, Chifu Yang, Zhen Ding, Zhiyuan Chen, Feng Jiang
Detecting and Correcting IMU Movements During Joint Angle Estimation. IEEE Trans. Instrum. Meas. 71 (2022)
Wei Zhang, Xianzhong Gao, Chifu Yang, Feng Jiang, Zhiyuan Chen
A object detection and tracking method for security in intelligence of unmanned surface vehicles. J. Ambient Intell. Humaniz. Comput. 13 (3) (2022)
Chunzhi Yi, Baichun Wei, Zhen Ding, Chifu Yang, Zhiyuan Chen, Feng Jiang
A Self-Aligned Method of IMU-Based 3-DoF Lower-Limb Joint Angle Estimation. IEEE Trans. Instrum. Meas. 71 (2022)
Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed
The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review. Medical Biol. Eng. Comput. 60 (3) (2022)
Jia Wei Chong, Zhiyuan Chen, Mei Shin Oh
An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning. CoRR (2021)
Le Dinh Van Khoa, Zhiyuan Chen
Incremental learning with online SVMs on LiDAR sensory data. CoRR (2021)
Zhiyuan Chen, Waleed Mahmoud Soliman, Amril Nazir, Mohammad Shorfuzzaman
Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process. IEEE Access 9 (2021)
Kasra Babaei, Zhiyuan Chen, Tomás Maul
AEGR: a simple approach to gradient reversal in autoencoders for network anomaly detection. Soft Comput. 25 (24) (2021)
Feng Jiang, Zhiyuan Chen, Amril Nazir, Wuzhen Shi, Wei Xiang Lim, Shaohui Liu, Seungmin Rho
Combining Fields of Experts (FoE) and K-SVD methods in pursuing natural image priors. J. Vis. Commun. Image Represent. 78 (2021)
Chunzhi Yi, Feng Jiang, Chifu Yang, Zhiyuan Chen, Zhen Ding, Jie Liu
Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and a Novel Method. Sensors 21 (5) (2021)
Ee Fey Goh, Zhiyuan Chen, Wei Xiang Lim
Frequency Domain Convolutional Neural Network: Accelerated CNN for Large Diabetic Retinopathy Image Classification. CoRR (2021)
Le Dinh Van Khoa, Zhiyuan Chen, Yee Wan Wong, Dino Isa
A complete online-SVM pipeline for case-based reasoning system: a study on pipe defect detection system. Soft Comput. 24 (22) (2020)
Zhiyuan Chen, Dino Isa, Nik Ahmad Akram
Unsupervised Real Time Prediction of Faults Using the Support Vector Machine. CoRR (2020)
Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed, Tissa Chandesa, Iman Yi Liao
A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System. CoRR (2020)
Mei Shin Oh, Zhiyuan Chen, Ebrahim Jahanshiri, Dino Isa, Yee Wan Wong
An economic feasibility assessment framework for underutilised crops using Support Vector Machine. Comput. Electron. Agric. 168 (2020)
Kasra Babaei, Zhiyuan Chen, Tomás Maul
Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection. CoRR (2019)
Kasra Babaei, Zhiyuan Chen, Tomás Maul
Detecting Point Outliers Using Prune-based Outlier Factor (PLOF). CoRR (2019)
Kasra Babaei, Zhiyuan Chen, Tomás Maul
AEGR: A simple approach to gradient reversal in autoencoders for network anomaly detection. CoRR (2019)
Zhiyuan Chen, Le Dinh Van Khoa, Ee Na Teoh, Amril Nazir, Ettikan Kandasamy Karuppiah, Kim Sim Lam
Machine learning techniques for anti-money laundering (AML) solutions in suspicious transaction detection: a review. Knowl. Inf. Syst. 57 (2) (2018)
Zhiyuan Chen, Le Dinh Van Khoa, Lee Soon Boon
A Hybrid Model of Differential Evolution with Neural Network on Lag Time Selection for Agricultural Price Time Series Forecasting. IVIC (2017)
Tran Trong Tin, Zhiyuan Chen, K. R. Selvaraj
Smart-Learning Networked Controllers for Centralized Air-Conditioning Systems Using Model-View-Controller Model. IVIC (2017)
Dino Isa, Peter Blanchfield, Zhiyuan Chen
Intellectual Property Management System for the Super-Capacitor Pilot Plant. IC-AI (2009)
Zhiyuan Chen, Dino Isa, Peter Blanchfield
A Hybrid Data Mining and Case-Based Reasoning User Modeling System (HDCU) for Monitoring and Predicting of Blood Sugar Level. CSSE (1) (2008)