曹鹏
· 论文成果
Peng Cao*, Dazhe Zhao and Osmar R. Zaiane. A Measure optimized cost-sensitive learning framework for imbalanced data classification[M]. Chapter in: Biologically-Inspired Techniques for Knowledge Discovery and Data Mining, Advances in Data Mining and Database Management Book Series, edited by Shafiq Alam, Yun Sing Koh, and Gillian Dobbie, published by IGI Global, 2014..
Peng Cao*, Dazhe Zhao, Osmar R. Zaiane, A Optimized Cost-Sensitive SVM for Imbalanced Data Learning[C]. 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining(PAKDD), GoldCoast, Australia, 14-17 April, 201..
Peng Cao*, Dazhe Zhao and Osmar R. Zaiane. Measure optimized cost-sensitive neural network ensemble for multiclass imbalance data learning[C]. Proceedings of the 13th Hybrid Intelligent Systems (HIS), Tunis, Tunisia, December 4-6, 2013[Best paper]..
Peng Cao*, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Min Huang, Jian Zhang, Osmar R. Zaiane, Nonlinearity-Aware based dimensionality reduction and over-sampling for AD/MCI classification from MRI Measures[J]. Computers in Biology and Medicine 91, 21–37, 2017..
Peng Cao*, Dazhe Zhao, Osmar Zaiane, Ensemble-based hybrid probabilistic sampling for imbalanced data learning in Lung nodule CAD[J]. Computerized Medical Imaging and Graphics, 38(3), pp 137-150, April 2014..
Fulong Ren, Peng Cao, Dazhe Zhao, Chao Wan. Diabetic macular edema grading in retinal images using vector quantization and semi-supervised learning[J]. Technology and Health Care, 2018, 26(S1): 389-397...
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..
李博, 曹鹏, 栗伟, 赵大哲. 基于尺度空间中多特征融合的医学影像分类[J]. 计算机应用, 2013, 33(4):1108-1111..
Peng Cao*, Dazhe Zhao and Osmar R. Zaiane, Cost sensitive adaptive random subspace ensemble for computer-aided nodule detection[C]. 26th IEEE International Symposium on Computer-Based Medical Systems (CBMS), Porto, Portugal, June 20-22, 2013 ..
Peng Cao*, Xiaoli Liu, Jinzhu Yang, Dazhe Zhao, Wei Li, Min Huang, Osmar R. Zaiane, A Multi-kernel based framework for heterogeneous feature selection and oversampling for computer-aided detection of pulmonary nodules[J]. Pattern Recognition, 64:327-346, April 2017..