| A new nested ensemble technique for automated diagnosis of breast cancer M Abdar, M Zomorodi-Moghadam, X Zhou, R Gururajan, X Tao, PD Barua, ... Pattern Recognition Letters 132, 123-131, 2020 | 230 | 2020 |
| Remote patient monitoring using artificial intelligence: Current state, applications, and challenges T Shaik, X Tao, N Higgins, L Li, R Gururajan, X Zhou, UR Acharya Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 2023 | 203 | 2023 |
| Streamflow prediction using an integrated methodology based on convolutional neural network and long short-term memory networks S Ghimire, ZM Yaseen, AA Farooque, RC Deo, J Zhang, X Tao Scientific Reports 11 (1), 17497, 2021 | 203 | 2021 |
| A personalized ontology model for web information gathering X Tao, Y Li, N Zhong IEEE transactions on knowledge and data engineering 23 (4), 496-511, 2010 | 179 | 2010 |
| Sentiment analysis on tweets for social events X Zhou, X Tao, J Yong, Z Yang Proceedings of the 2013 IEEE 17th international conference on computer …, 2013 | 176 | 2013 |
| A review of the trends and challenges in adopting natural language processing methods for education feedback analysis T Shaik, X Tao, Y Li, C Dann, J McDonald, P Redmond, L Galligan Ieee Access 10, 56720-56739, 2022 | 146 | 2022 |
| Parameter-efficient fine-tuning methods for pretrained language models: A critical review and assessment L Xu, H Xie, SZJ Qin, X Tao, FL Wang arXiv preprint arXiv:2312.12148, 2023 | 127 | 2023 |
| Connecting users and items with weighted tags for personalized item recommendations H Liang, Y Xu, Y Li, R Nayak, X Tao Proceedings of the 21st ACM conference on Hypertext and hypermedia, 51-60, 2010 | 112 | 2010 |
| Sentiment analysis and opinion mining on educational data: A survey T Shaik, X Tao, C Dann, H Xie, Y Li, L Galligan Natural Language Processing Journal 2, 100003, 2023 | 103 | 2023 |
| Future IoT tools for COVID‐19 contact tracing and prediction: a review of the state‐of‐the‐science V Jahmunah, VK Sudarshan, SL Oh, R Gururajan, R Gururajan, X Zhou, ... International journal of imaging systems and technology 31 (2), 455-471, 2021 | 86 | 2021 |
| Automated prediction of sepsis using temporal convolutional network C Kok, V Jahmunah, SL Oh, X Zhou, R Gururajan, X Tao, KH Cheong, ... Computers in Biology and Medicine 127, 103957, 2020 | 80 | 2020 |
| A novel genetic algorithm based system for the scheduling of medical treatments M Squires, X Tao, S Elangovan, R Gururajan, X Zhou, UR Acharya Expert Systems with Applications 195, 116464, 2022 | 77 | 2022 |
| Outlier detection from large distributed databases J Zhang, X Tao, H Wang World Wide Web 17, 539-568, 2014 | 75 | 2014 |
| Coupling a fast fourier transformation with a machine learning ensemble model to support recommendations for heart disease patients in a telehealth environment J Zhang, RL Lafta, X Tao, Y Li, F Chen, Y Luo, X Zhu Ieee Access 5, 10674-10685, 2017 | 64 | 2017 |
| Mining world knowledge for analysis of search engine content JD King, Y Li, X Tao, R Nayak Web intelligence and agent systems: An international journal 5 (3), 233-253, 2007 | 64 | 2007 |
| Graph-based multi-label disease prediction model learning from medical data and domain knowledge T Pham, X Tao, J Zhang, J Yong, Y Li, H Xie Knowledge-based systems 235, 107662, 2022 | 56 | 2022 |
| Automatic text summarization using fuzzy inference M Jafari, J Wang, Y Qin, M Gheisari, AS Shahabi, X Tao 2016 22nd International Conference on Automation and Computing (ICAC), 256-260, 2016 | 54 | 2016 |
| Mining health knowledge graph for health risk prediction X Tao, T Pham, J Zhang, J Yong, WP Goh, W Zhang, Y Cai World Wide Web 23, 2341-2362, 2020 | 52 | 2020 |
| A survey of multimodal information fusion for smart healthcare: Mapping the journey from data to wisdom T Shaik, X Tao, L Li, H Xie, JD Velásquez Information Fusion 102, 102040, 2024 | 48 | 2024 |
| Detecting depression using an ensemble classifier based on Quality of Life scales X Tao, O Chi, PJ Delaney, L Li, J Huang Brain Informatics 8, 1-15, 2021 | 47 | 2021 |