| 2024 | ICPR | An Attention Transformer-Based Method for the Modelling of Functional Connectivity and the Diagnosis of Autism Spectrum Disorder. | Ge Yang, Linbo Qing, Yanteng Zhang, Feng Gao, Li Gao, Xiaohai He, Yonghong Peng |
| 2020 | IJCNN | Medical Formulation Recognition (MFR) using Deep Feature Learning and One Class SVM. | Omar Kawi, Kathy Clawson, Paul Dunn, Daniel Knight, Jonathan Hodgson, Yonghong Peng |
| 2019 | ICIG | Large-Scale Street Space Quality Evaluation Based on Deep Learning Over Street View Image. | Mei Liu, Longmei Han, Shanshan Xiong, Linbo Qing, Haohao Ji, Yonghong Peng |
| 2018 | ICNC | Automatic stent strut detection in intravascular ultrasound using feature extraction and classification technique. | Xiaoyu Wang, Yisha Lan, Feng Su, Zhounan Li, Chenxi Huang, Yongtao Hao, Lulu Yue, Yongqiang Cheng, Yonghong Peng |
| 2008 | ICPR | Effective features based on normal linear structures for detecting microcalcifications in mammograms. | Zhi Qing Wu, Jianmin Jiang, Yonghong Peng |
| 2007 | PAKDD | Applications of Data Mining in E-Business Finance: Introduction. | Carlos Soares, Yonghong Peng, Jun Meng, Takashi Washio, Zhi-Hua Zhou |
| 2006 | ADMA | Co-expression Gene Discovery from Microarray for Integrative Systems Biology. | Yutao Ma, Yonghong Peng |
| 2005 | ADMA | Robust Ensemble Learning for Cancer Diagnosis Based on Microarray Data Classification. | Yonghong Peng |
| 2005 | AICCSA | MCAR: multi-class classification based on association rule. | Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng |
| 2005 | SGAI | The Impact of Rule Ranking on the Quality of Associative Classifiers. | Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng |
| 2004 | EKAW | A CBR Driven Genetic Algorithm for Microcalcification Cluster Detection. | Bin Yao, Jianmin Jiang, Yonghong Peng |
| 2004 | ICDM | MMAC: A New Multi-Class, Multi-Label Associative Classification Approach. | Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng |
| 2002 | DIS | Improved Dataset Characterisation for Meta-learning. | Yonghong Peng, Peter A. Flach, Carlos Soares, Pavel Brazdil |