曹鹏
· 论文成果
Xiaoli Liu, Peng Cao*, Jinzhu Yang, Dazhe Zhao, Osmar Zaiane. Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer’s Disease[C]. International Conference on Brain Informatics. Springer, Cham, 2017: 202-212 [Best Paper Award]..
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..
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..
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..
李博, 曹鹏, 栗伟, 赵大哲. 聚类核值相似区特征点的医学影像分类[J]. 中国图象图形学报, 18(10), 1322-1328, 2013..
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..
Xiaoli Liu, André R. Goncalvesd, Peng Cao*, Dazhe Zhao, Arindam Banerjee. Modeling Alzheimer's Disease Cognitive Scores using Multi-task Sparse Group Lasso[J]. Computerized Medical Imaging and Graphics, 2018, 66: 100-114..
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..