Assoc.Prof.Dr. JONATHAN HOYIN CHAN

Work Affiliations

Strategic Research Themes

Publications

  

  

  

1 of 5

  

  

  

• ● Integrating Sensor Data with Large Language Models for Enhanced Elderly Care: A Methodological Framework; Momand, Z., Mongkolnam, et al.; 2025; Journal article● Fall risk assessment dataset: older-adult participants undergoing the time up and go test; Wisanu Jutharee, Chatchai Paengkumhag, Warissara Limpornchitwilai, et al.; 2023; Journal article
• ● A Framework for Synthetic Audio Conversations Generation using Large Language Models; Kaung Myat Kyaw, and Jonathan Hoyin Chan; 2024; Conference proceedings article● Freezing of Gait Prediction Using Deep Learning; Mo, Wen Tao; Chan, Jonathan H.; 2023; Conference proceedings article
• ● BrainNetDiff: Generative AI Empowers Brain Network Construction Via Multimodal Diffusion; Zong Y.; Jing C.; Chan J.H.; Wang S.; 2024; Other● Semantic Segmentation of Cardiac Structures from USG Images Using Few-Shot Prototype Learner Guided Deep Networks; Roy, Rahul; Ghosh, Susmita; Ghosh, et al.; 2023; Conference proceedings article
• ● Impact of AI on the Cyber Kill Chain: A Systematic Review; Kazimierczak M., Habib N., Chan J.H., et al.; 2024; Journal article● Transfer-recursive-ensemble learning for multi-day COVID-19 prediction in India using recurrent neural networks; Debasrita Chakraborty, Debayan Goswami, Susmita Ghosh, et al.; 2023; Journal article
• ● Measuring Spoken English Proficiency Level Based on IELTS Speaking Test Using Machine Learning Models; Dylan Mac Yves, Jonathan Hoyin Chan; 2024; Conference proceedings article● A Systematic Review of Voice Assistant Usability: An ISO 9241–11 Approach; Faruk Lawal Ibrahim Dutsinma, Debajyoti Pal, Suree Funilkul & Jonathan H. Chan ; 2022; Journal article
• ● Natural Language Interfaces for Tabular Data Querying and Visualization: A Survey; Zhang W.; Wang Y.; Song Y.; Wei V.J.; Tian Y.; Qi Y.; Chan J.H.; Wong R.C.; Yang H.; 2024; Journal article● Automatic Text Summarization of COVID-19 Scientific Research Topics Using Pre-trained Models from Hugging Face; Sakdipat Ontoum, Jonathan H. Chan; 2022; Conference proceedings article
• ● Enhancing cybersecurity situation awareness through visualization: A USB data exfiltration case study; Chung, Mu-Huan (Miles); Yang, Yuhong (Alisha); Wang, et al.; 2023; Journal article● Krathu-500: Post-Comments Thai Corpus; Pittawat Taveekitworachai, Jonathan H. Chan; 2022; Conference proceedings article
• ● Enhancing Security in WhatsApp: A System for Detecting Malicious and Inappropriate Content; Mateusz Kazimierczak, Thanyathorn Thanapattheerakul, Jonathan H. Chan; 2023; Conference proceedings article● An Evaluation of Transfer Learning With CheXNet on Lung Opacity Detection in COVID-19 and Pneumonia Chest Radiographs; Liu, Andy Wei; Chan, Jonathan H.;; 2021; Conference proceedings article
• ● Building energy consumption forecasting: A comparison of gradient boosting models; Abnash Bassi, Anika Shenoy, Arjun Sharma, et al.; 2021; Conference proceedings article
• ● HFMD Skin Rash Detection Using Convolutional Neural Networks; Vakili, Naqibullah; Phattarakijtham, Nipat; Chan, et al.; 2021; Conference proceedings article
• ● Improving the Robustness of a Convolutional Neural Network with Out-of-Distribution Data Fine-Tuning and Image Preprocessing; Shafinul Haque, Andy Wei Liu, Serena Liu, et al.; 2021; Conference proceedings article
• ● Learning from imbalanced COVID-19 chest X-ray (CXR) medical imaging data; Chan, Jonathan H.; Li, Chenqi; 2021; Journal article

Expertise