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Correspondence Biography Interests Publications


  Correspondence

  • Name:   Lan Bai
  • E-mail:   imubailan@163.com
  • Address:   School of Mathematical Sciences, Inner Monggolia University, Hohehot, 010021, China

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    Biography

    Lan Bai received her DoctorĄŻs degree in College of Mathematics from Jilin University, China, in 2014. Currently, she is lecturer in School of Mathematical Sciences from Inner Monggolia University. Her research interests include pattern recognition, feature selection , and data mining.

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      Research Interests

  • Optimization Theory and Application

         Linear Programming and Combinatorics

         Mathematical analysis of SVM

         SVM solving optimization problems

  • ML/DM topics

         Supervised learning

         Multi-instance learning

         Dimensionality reduction and feature selection

  • Applications

         Text classification

         Image recognition and face recognition

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    Publications


  • Zhen Wang , Yuan-Hai Shao*, Lan Bai, Nai-Yang Deng. Twin Support Vector Machine for Clustering. IEEE Transactions on Neural Networks and Learning Systems, 2014, DOI: 10.1109/TNNLS.2014.2379930. [Code].
  • Lan Bai, Zhen Wang, Yuan-Hai Shao*, Nai-Yang Deng. A novel feature selection method for twin support vector machine. Knowledge-Based Systems, 2014, 59 1-8.[Code].
  • Yuan-Hai Shao*, Lan Bai, Zhen Wang, Xiang-Yu Hua, Nai-Yang Deng. Proximal Plane Clustering via Eigenvalues. Procedia Computer Science(IAITQM), 2013,17: 41¨C47.
  • Ya-Fen Ye, Hui Cao*, Lan Bai, Zhen Wang, Yuan-Hai Shao. Exploring Determinants of Inflation in China Based on L1-Epsilon-Twin Support Vector Regression. Procedia Computer Science (IAITQM), 2013,17:514¨C522.

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