· 论文成果
Jing Zhang, Peng Cao, Doug Gross and Osmar Zaiane, On the application of multi-class classification in physical therapy recommendation[J]. Health Information Science and Systems, V.1, N.15, accepted for publication November 19, 2013..
任福龙,曹鹏,杨金柱,万超,赵大哲. 多核多示例学习的糖尿病视网膜病变诊断. 中国图象图形学报, 2018,23(04):552-563..
Xiaoli Liu, Peng Cao, Dazhe Zhao, Arindam Banerjee. Multi-task Spare Group Lasso for Characterizing Alzheimer's Disease[C].Workshop on Data Mining for Medicine and Healthcare (DMMH), SDM, 2016..
Peng Cao*, Xiaoli Liu, Dazhe Zao, Osmar R. Zaiane, Sparse learning and hybrid probabilistic oversampling for Alzheimers Disease diagnosis[C]. 16th International Conference on Hybrid Intelligent Systems, Marrakech, Morocco, 21-23 November, 2016..
Xiaoli Liu, Peng Cao*, Jianzhong Wang, Jun Kong, Dazhe Zhao. Fused Group Lasso Regularized Multi-Task Feature Learning and Its Application to the Cognitive Performance Prediction of Alzheimer’s Disease[J]. Neuroinformatics, 1-24..
Peng Cao*, Dazhe Zhao and Osmar Zaiane, A PSO-based Cost-Sensitive Neural Network for Imbalanced Data Classification[C]. Biologically Inspired Techniques for Data Mining Workshop (BDM'13), in conjunction with PAKDD 2013, Gold Coast, Australia, April 14, 2013 ..
Peng Cao*, Xiaoli Liu, Dazhe Zhao, Min Huang, Osmar Zaiane, Jian Zhang, Wei Li, l2,1-norm regularized multi-kernel based joint nonlinear feature selection and over-sampling for imbalanced data classification[J]. Neurocomputing, Vol. 234, Issue C, pp 38-57, April 2017..
Peng Cao* Xiaoli Liu, Dazhe Zhao, Min Huang, Osmar Zaiane, Jian Zhang, Wei Li, A L2,1 norm regularized multi-kernel learning for false positive reduction in Lung nodule CAD[J]. Computer Methods and Programs in Biomedicine, Vol. 140, Issue C, pp 211-231, March 2017..
曹鹏, 李博,栗伟,赵大哲. 基于概率分布估计的混合采样算法[J]. 控制与决策, 2014 (5) :815-520..
曹鹏, 栗伟,赵大哲. 基于决策准则优化的不均衡数据分类[J]. 小型微型计算机系统, 2014 , 35 (5): 961-966..
