De-Chuan Zhan

• Affiliations:

• National Key Laboratory for Novel Software Technology Nanjing University, Nanjing, China;National Key Laboratory for Novel Software Technology, Nanjing, China,Shenzhen Key Laboratory of High Performance Data Mining, Shenzhen, China

• Organizations:

• China Nat. Pet. Corp.;China Nat. Pet. Corp.;Shenzhen New Element Medical Corp.;Nanjing Research & Development Center ZTE Corporation;Nanjing Research & Development Center ZTE Corporation;National Key Laboratory for Novel Software Technology Nanjing University;

• Fields:
• weak view instance specific distance training example proposed method unlabeled data textual information Supervised nonlinear dimensionality reduction strong view real-world application data point

• Learning instance specific distances using metric propagation

  De-Chuan Zhan;Ming Li;Yu-Feng Li;Zhi-Hua Zhou

  ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

• Semi-supervised learning with very few labeled training examples

  Zhi-Hua Zhou;De-Chuan Zhan;Qiang Yang

  AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1

• Neighbor line-based locally linear embedding

  De-Chuan Zhan;Zhi-Hua Zhou

  PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

• Supervised nonlinear dimensionality reduction for visualization and classification

  Xin Geng;De-Chuan Zhan;Zhi-Hua Zhou

  IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

• Learning with weak views based on dependence maximization dimensionality reduction

  Qing Zhang;De-Chuan Zhan;Yilong Yin

  IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering

• Multi-modal image annotation with multi-instance multi-label LDA

  Cam-Tu Nguyen;De-Chuan Zhan;Zhi-Hua Zhou

  IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence