· 论文成果
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]..
赵永彬, 陈硕, 刘明, 曹鹏. 基于置信度代价敏感的支持向量机不均衡数据学习[J]. 计算机工程, 41(10), 177-180, 2015..
Xiaoli Liu,Hang Bao,Dazhe Zhao and Peng Cao*. A Label Distance Maximum-Based Classifier for Multi-Label Learning[J]. Bio-Medical Materials and Engineering,vol. 26, no. s1, pp. 1969-1976, 2015..
Peng Cao*, Fulong Ren, Chao Wan, Jinzhu Yan, Osmar R. Zaiane. Efficient multi-kernel multi-instance learning using weakly supervised and imbalanced data for diabetic retinopathy diagnosis[J]. Computerized Medical Imaging and Graphics. V69, pp112-124, 2018..
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*, 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..
杨金柱, 陆琳, 曹鹏. 基于改进BET的MRI脑组织自动提取算法[J]. 东北大学学报(自然科学版), 2018, 39(2):186-190..
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..
任福龙,曹鹏,万超,赵大哲. 结合代价敏感半监督集成学习的糖尿病视网膜病变分类. 计算机应用, 2018,38(7): 2124-2129..
Fulong Ren, Peng Cao*, Wei Li, Dazhe Zhao, Osmar R. Zaïane. Ensemble based adaptive over-sampling method for imbalanced data learning in computer aided detection of microaneurysm[J]. Computerized Medical Imaging and Graphics, 55: 54-67, 2017..
