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  1. Unsupervised continual learning: A review of challenges, techniques, and evaluation metrics

    Article • IEEE Access, January 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  2. A-SSGC: Adaptive Graph Construction Capturing Physicochemical Commonalities for Industrial Fault Diagnosis

    Article • IEEE Sensors Journal, November 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  3. Improving ETF Prediction Through Sentiment Analysis: A DeepAR and FinBERT Approach With Controlled Seed Sampling

    Article • Intelligent Systems in Accounting Finance and Management, March 2025, Wiley

    Dr zhiyuan chen

  4. Intelligent water quality prediction system with a hybrid CNN–LSTM model

    Article • Water Practice & Technology, November 2024, IWA Publishing

    Dr zhiyuan chen

  5. Moisture Prediction in Bird’s Nest Drying with Machine Learning Models

    Article • Process Integration and Optimization for Sustainability, October 2024, Springer Science + Business Media

    Dr zhiyuan chen

  6. A Novel Framework using Large Language Models to Automate Coursework Feedback for Computer Science modules

    Article • September 2024, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  7. Smart Drying with Machine Learning Methods

    Article • August 2024, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  8. Mordo2: A Personalization Framework for Silent Command Recognition

    Article • IEEE Transactions on Neural Systems and Rehabilitation Engineering, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  9. Outlier Exposure with Focal Loss for Out-of-distribution Detection

    Article • December 2023, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  10. A Comparative Study of LSTM, LightGBM, and Autoregressive Model in Narrow-Based ETF Market Prediction with Multi-Ticker Models

    Article • October 2023, ACM (Association for Computing Machinery)

    MengZe Hong, Dr zhiyuan chen

  11. Stock Price Prediction with FinBERT and RNN

    Article • October 2023, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  12. Equipment Fault Detection with a Hybrid LSTM-WDCNN Model

    Article • October 2023, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  13. ETF Markets’ Prediction & Assets Management Platform Using Probabilistic Autoregressive Recurrent Networks

    Article • The Eurasia Proceedings of Science Technology Engineering and Mathematics, October 2023, ISRES Publishing

    Dr zhiyuan chen

  14. Synergistic Similarity Graph Construction (SSGC) for Steel Plate Fault Diagnosis with Graph Attention Networks

    Article • August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  15. Assessing machine learning tools for methane emission prediction from POME treatment in Malaysia

    Article • Journal of Water and Climate Change, June 2023, IWA Publishing

    Dr zhiyuan chen

  16. Prediction of biochemical oxygen demand with genetic algorithm-based support vector regression

    Article • Water Quality Research Journal, April 2023, IWA Publishing

    Dr zhiyuan chen

  17. Development of a Methane Emission Prediction Tool (POMEP178) for Palm Oil Mill Effluent Using Gaussian Process Regression

    Article • Process Integration and Optimization for Sustainability, April 2023, Springer Science + Business Media

    Dr zhiyuan chen

  18. Mordo: Silent Command Recognition Through Lightweight Around-Ear Biosensors

    Article • IEEE Internet of Things Journal, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  19. An Investigation of the Relationship Between Agricultural Price and Its Determinants in Malaysia

    Article • January 2023, Springer Science + Business Media

    Dr zhiyuan chen

  20. Equipment Failure Analysis for Oil and Gas Industry with an Ensemble Predictive Model

    Article • January 2023, Springer Science + Business Media

    Dr zhiyuan chen

  21. Feature Importance Study for Biogas Production from POME Treatment Plants Using Out-of-Bag Permutation

    Article • January 2023, Springer Science + Business Media

    Dr zhiyuan chen

  22. Detection of Oil Palm Fresh Fruit Bunches (FFBS) with Computer Vision Models

    Article • December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  23. Application Analysis of Machine Learning in Intelligent Operation and Maintenance System

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  24. Data augmentation and machine learning techniques for control strategy development in bio-polymerization process

    Article • Environmental Science and Ecotechnology, July 2022, Tsinghua University Press

    Dr zhiyuan chen

  25. The adoption of deep learning interpretability techniques on diabetic retinopathy analysis: a review

    Article • Medical & Biological Engineering & Computing, January 2022, Springer Science + Business Media

    Dr zhiyuan chen

  26. A Self-Aligned Method of IMU-Based 3-DoF Lower-Limb Joint Angle Estimation

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  27. Detecting and Correcting IMU Movements During Joint Angle Estimation

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  28. Human Activity Recognition of Exoskeleton Robot with Supervised Learning Techniques

    Article • December 2021, Springer Science + Business Media

    Dr zhiyuan chen

  29. Intent Matching based Customer Services Chatbot with Natural Language Understanding

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  30. CRYPTOCOINOPOLY: A Real Time Online Multiplayer Board Game

    Article • September 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  31. AEGR: a simple approach to gradient reversal in autoencoders for network anomaly detection

    Article • Soft Computing, August 2021, Springer Science + Business Media

    Dr zhiyuan chen

  32. Combining Fields of Experts (FoE) and K-SVD methods in pursuing natural image priors

    Article • Journal of Visual Communication and Image Representation, July 2021, Elsevier

    Dr zhiyuan chen

  33. BOD5 prediction using machine learning methods

    Article • Water Science & Technology Water Supply, June 2021, IWA Publishing

    Dr zhiyuan chen

  34. Comparison between Artificial Neural Networks and Support Vector Machine Modeling for Polycaprolactone Synthesis via Enzyme Catalyzed Polymerization

    Article • Process Integration and Optimization for Sustainability, March 2021, Springer Science + Business Media

    Dr zhiyuan chen

  35. Reference Frame Unification of IMU-Based Joint Angle Estimation: The Experimental Investigation and a Novel Method

    Article • Sensors, March 2021, MDPI AG

    Dr zhiyuan chen

  36. Variational Autoencoders and Wasserstein Generative Adversarial Networks for Improving the Anti-Money Laundering Process

    Article • IEEE Access, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  37. Sources and trends of oxidized and reduced nitrogen wet deposition in eastern China during 2010–2016

    Article • The Science of The Total Environment, November 2020, Elsevier

    Dr zhiyuan chen

  38. An object detection and tracking method for security in intelligence of unmanned surface vehicles

    Article • Journal of Ambient Intelligence and Humanized Computing, October 2020, Springer Science + Business Media

    Dr zhiyuan chen

  39. Novel Machine Learning Strategies for Better Agricultural Commodity Prices Forecasting in Malaysia

    Article • August 2020, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  40. Long Short-Term Memory Model Based Agriculture Commodity Price Prediction Application

    Article • August 2020, ACM (Association for Computing Machinery)

    Dr zhiyuan chen

  41. A complete online-SVM pipeline for case-based reasoning system.

    Article • Soft Computing, May 2020, Springer Science + Business Media

    Dr zhiyuan chen

  42. Effects of Soil Amendments on Microbial Activities in Southwestern China

    Article • Bulletin of Environmental Contamination and Toxicology, January 2020, Springer Science + Business Media

    Dr zhiyuan chen

  43. An economic feasibility assessment framework for underutilised crops

    Article • Computers and Electronics in Agriculture, January 2020, Elsevier

    Dr zhiyuan chen

  44. A Multi-sensors In-line Inspection Robot Design for Pipe Flaws Detection

    Article • IET Science Measurement & Technology, October 2019, the Institution of Engineering and Technology (the IET)

    Dr zhiyuan chen

  45. Machine learning techniques for anti-money laundering (AML) solutions

    Article • Knowledge and Information Systems, February 2018, Springer Science + Business Media

    Dr zhiyuan chen

  46. A Hybrid Model of Differential Evolution with Neural Network

    Article • January 2017, Springer Science + Business Media

    Dr zhiyuan chen

  47. Smart-Learning Networked Controllers for Centralized Air-Conditioning Systems

    Article • January 2017, Springer Science + Business Media

    Dr zhiyuan chen

  48. Exploration of the effectiveness of expectation maximization algorithm

    Article • October 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen

  49. Study on the Correlation Coefficient of Gene Expression by using a Hybrid Intelligent System

    Article • International Journal of Computer Applications, July 2012, Foundation of Computer Science

    Dr zhiyuan chen

  50. HDCU for Monitoring and Predicting of Blood Sugar Level

    Article • January 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Dr zhiyuan chen