曹鹏
· 论文成果
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*, 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*, 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*, 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..
Wei Li, Peng Cao*, Dazhe Zhao, Junbo Wang. Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images[J]. Computational and Mathematical Methods in Medicine 2016:1-7..
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..
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..
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* Xiaoli Liu, Hezi Liu, JinzhuYang, Dazhe Zhao, Min Huang, Osmar Zaiane. Generalized fused group lasso regularized multi-task feature learning for predicting cognitive outcomes in Alzheimer’s Disease[J]. Computer Methods and Programs in Biomedicine 162, pp. 19-45 August 2018..
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..