Zhiyuan Chen - RankMe

39 papers Misc 1Journal 25Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Improving ETF Prediction Through Sentiment Analysis: A DeepAR and FinBERT Approach With Controlled Seed Sampling. Intell. Syst. Account. Finance Manag. Waleed Mahmoud Soliman, Zhiyuan Chen, Colin Johnson, Sabrina Wong
2025	J	`jnl`	LG-VGAE: a local and global collaborative variational graph autoencoder for detecting crypto money laundering. Knowl. Inf. Syst. Yifan Chen, Zhiyuan Chen, Hafeez Ullah Amin
2024	—	`conf`	A Novel Framework using Large Language Models to Automate Coursework Feedback for Computer Science modules. ICETC Irfan Yaqub, Zhiyuan Chen, Iman Yi Liao, Tomas Maul, Hsin-Vonn Seow, Tissa Chandesa
2024	—	`conf`	Exploring SSL Enhancements Through Triplet-Based Representation Learning. ICAIT Ruan Hang, Tomas Maul, Yifan Chen, Tissa Chandesa, Iman Yi Liao, Zhiyuan Chen
2024	J	`jnl`	Multi-DGI: Multi-head Pooling Deep Graph Infomax for Human Activity Recognition. Mob. Networks Appl. Yifan Chen, Haiqi Zhu, Zhiyuan Chen
2024	—	`conf`	Smart Drying with Machine Learning Methods. MLMI Nicholas Li Jian Chandra, Zhiyuan Chen, Chung Lim Law
2023	—	`conf`	A Comparative Study of LSTM, LightGBM, and Autoregressive Model in Narrow-Based ETF Market Prediction with Multi-Ticker Models. MLMI Mengze Hong, Zhiyuan Chen, Waleed Mahmoud Soliman, Kun Zhang
2023	—	`conf`	Equipment Fault Detection with a Hybrid LSTM-WDCNN Model. ICACS Yiyang Wang, Zhiyuan Chen, Yifan Chen
2023	J	`jnl`	Estimating Continuous Muscle Fatigue For Multi-Muscle Coordinated Exercise: A Pilot Study. CoRR Chunzhi Yi, Baichun Wei, Wei Jin, Jianfei Zhu, Seungmin Rho, Zhiyuan Chen, Feng Jiang
2023	J	`jnl`	Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors. IEEE Internet Things J. Chunzhi Yi, Baichun Wei, Jianfei Zhu, Seungmin Rho, Zhiyuan Chen, Feng Jiang
2023	—	`conf`	Outlier Exposure with Focal Loss for Out-of-distribution Detection. ACAI Qichao Chen, Zhiyuan Chen, Tomas Maul, Kuan Li, Jianping Yin
2023	—	`conf`	Stock Price Prediction with FinBERT and RNN. ICACS Changjiang Huang, Zhiyuan Chen, Waleed Mahmoud Soliman
2023	—	`conf`	Synergistic Similarity Graph Construction (SSGC) for Steel Plate Fault Diagnosis with Graph Attention Networks. ICKII Yifan Chen, Zhiyuan Chen, Hafeez Ullah Amin
2022	J	`jnl`	A Self-Aligned Method of IMU-Based 3-DoF Lower-Limb Joint Angle Estimation. IEEE Trans. Instrum. Meas. Chunzhi Yi, Baichun Wei, Zhen Ding, Chifu Yang, Zhiyuan Chen, Feng Jiang
2022	J	`jnl`	A object detection and tracking method for security in intelligence of unmanned surface vehicles. J. Ambient Intell. Humaniz. Comput. Wei Zhang, Xianzhong Gao, Chifu Yang, Feng Jiang, Zhiyuan Chen
2022	J	`jnl`	Detecting and Correcting IMU Movements During Joint Angle Estimation. IEEE Trans. Instrum. Meas. Chunzhi Yi, Seungmin Rho, Baichun Wei, Chifu Yang, Zhen Ding, Zhiyuan Chen, Feng Jiang
2022	J	`jnl`	The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review. Medical Biol. Eng. Comput. Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed
2021	J	`jnl`	AEGR: a simple approach to gradient reversal in autoencoders for network anomaly detection. Soft Comput. Kasra Babaei, Zhiyuan Chen, Tomas Maul
2021	J	`jnl`	An Automated Knowledge Mining and Document Classification System with Multi-model Transfer Learning. CoRR Jia Wei Chong, Zhiyuan Chen, Mei Shin Oh
2021	J	`jnl`	Automated Agriculture Commodity Price Prediction System with Machine Learning Techniques. CoRR Zhiyuan Chen, Howe Seng Goh, Kai Ling Sin, Kelly Lim, Nicole Ka Hei Chung, Xin Yu Liew
2021	J	`jnl`	Combining Fields of Experts (FoE) and K-SVD methods in pursuing natural image priors. J. Vis. Commun. Image Represent. Feng Jiang, Zhiyuan Chen, Amril Nazir, Wuzhen Shi, Wei Xiang Lim, Shaohui Liu, Seungmin Rho
2021	J	`jnl`	Frequency Domain Convolutional Neural Network: Accelerated CNN for Large Diabetic Retinopathy Image Classification. CoRR Ee Fey Goh, Zhiyuan Chen, Wei Xiang Lim
2021	J	`jnl`	Incremental learning with online SVMs on LiDAR sensory data. CoRR Le Dinh Van Khoa, Zhiyuan Chen
2021	J	`jnl`	Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and a Novel Method. Sensors Chunzhi Yi, Feng Jiang, Chifu Yang, Zhiyuan Chen, Zhen Ding, Jie Liu
2021	J	`jnl`	Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process. IEEE Access Zhiyuan Chen, Waleed Mahmoud Soliman, Amril Nazir, Mohammad Shorfuzzaman
2020	J	`jnl`	A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System. CoRR Wei Xiang Lim, Zhiyuan Chen, Amr Ahmed, Tissa Chandesa, Iman Yi Liao
2020	J	`jnl`	A complete online-SVM pipeline for case-based reasoning system: a study on pipe defect detection system. Soft Comput. Le Dinh Van Khoa, Zhiyuan Chen, Yee Wan Wong, Dino Isa
2020	J	`jnl`	An economic feasibility assessment framework for underutilised crops using Support Vector Machine. Comput. Electron. Agric. Mei Shin Oh, Zhiyuan Chen, Ebrahim Jahanshiri, Dino Isa, Yee Wan Wong
2020	—	`conf`	Determining Optimal Lag Time Selection Function with Novel Machine Learning Strategies for Better Agricultural Commodity Prices Forecasting in Malaysia. ITCC Zhiyuan Chen, Weng San Wong, Teo Wing Leong
2020	—	`conf`	Long Short-Term Memory Model Based Agriculture Commodity Price Prediction Application. ITCC Zhiyuan Chen, Kai Ling Sin
2020	J	`jnl`	Unsupervised Real Time Prediction of Faults Using the Support Vector Machine. CoRR Zhiyuan Chen, Dino Isa, Nik Ahmad Akram
2019	J	`jnl`	AEGR: A simple approach to gradient reversal in autoencoders for network anomaly detection. CoRR Kasra Babaei, Zhiyuan Chen, Tomas Maul
2019	J	`jnl`	Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection. CoRR Kasra Babaei, Zhiyuan Chen, Tomas Maul
2019	J	`jnl`	Detecting Point Outliers Using Prune-based Outlier Factor (PLOF). CoRR Kasra Babaei, Zhiyuan Chen, Tomas Maul
2018	J	`jnl`	Machine learning techniques for anti-money laundering (AML) solutions in suspicious transaction detection: a review. Knowl. Inf. Syst. Zhiyuan Chen, Le Dinh Van Khoa, Ee Na Teoh, Amril Nazir, Ettikan Kandasamy Karuppiah, Kim Sim Lam
2017	—	`conf`	A Hybrid Model of Differential Evolution with Neural Network on Lag Time Selection for Agricultural Price Time Series Forecasting. IVIC Zhiyuan Chen, Le Dinh Van Khoa, Lee Soon Boon
2017	—	`conf`	Smart-Learning Networked Controllers for Centralized Air-Conditioning Systems Using Model-View-Controller Model. IVIC Tran Trong Tin, Zhiyuan Chen, K. R. Selvaraj
2009	Misc	`conf`	Intellectual Property Management System for the Super-Capacitor Pilot Plant. IC-AI Dino Isa, Peter Blanchfield, Zhiyuan Chen
2008	—	`conf`	A Hybrid Data Mining and Case-Based Reasoning User Modeling System (HDCU) for Monitoring and Predicting of Blood Sugar Level. CSSE (1) Zhiyuan Chen, Dino Isa, Peter Blanchfield