Lai Wei Ph.D
Associate Professor
Office：Room 212，Information Engineering Building, Shanghai Maritime University
Tel：021-38282826
Mail: weilai@shmtu.edu.cn
Research Interest: Machine Learning, Pattern Recognition
Career: Committee member of rough set and soft computing society, China association for artificial intelligence
Papers:
J. Yin, L. Wei, M. Song and W. Zeng, Optimized Projection for Collaborative Representation based Classification and Its Applications to Face Recognition. Pattern Recognition Letters, 2016, 73(1):83-90.
J. Yin, W. Zeng and L. Wei, Optimal feature extraction methods for classification methods and their applications to biometric recognition. Knowledge-Based Systems, 2016, doi:10.1016/j.knosys.2016.01.043.
Lai Wei, Aihua Wu, Jun Yin. Latent space robust subspace segmentation based on low-rank and locality constraints. Expert System with Applications, 2015, 42(19): 6598-6608
Lai Wei, Optimal Subspace Learning for Sparse Representation Based Classifier via Discriminative Principal Subspaces Alignment. RSKT 2014: 320-331
Lai Wei, Feifei Xu, Jun Yin, Aihua Wu, Kernel locality-constrained collaborative representation based discriminant analysis. Knowledge-based Systems, 2014, 70: 212-220
Lai Wei, Feifei Xu, Auhua Wu. Weighted discriminative sparsity preserving embedding for face recognition, Knowledge-based Systems, 2014, 57(2):136-145.
Lai Wei, Feifei Xu. Feature Extraction by Integrated Global and Local Discriminator, Journal of Computational Information Systems, 2014, 10 (7):2719-2726.
Lai Wei, Feifei Xu. Locality-constrained Collaborative Representation Based Discriminative Projection, Journal of Computational Information Systems, 2014, 10 (9): 3305- 3312.
Lai Wei, Feifei Xu. Local CCA alignment and its application, Neurocomputing，2012, 89(15):78–88.
Lai Wei，Feifei Xu. Adaptively weighted subpattern-based sparse preserving projection for face recognition, In: Proceeding of The 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’12), 29-31 May. 2012, 1394-1403.
Lai Wei, Feifei Xu. Improved KL (K-means-Laplacian) Clustering with Sparse Graphs, In: Proceeding of The Second International Conference on Multimedia and Signal Processing (CMSP’12), Shanghai, China, December 7-9, 2012, 506-513.
Lai Wei, Weiming Zeng, Feifei Xu. Adaptively weighted subpattern-based isometric projection for face recognition, In: Proceeding of The Third International Conference on Artificial Intelligence and Computational Intelligence (AICI’11), Taiyuan, China, September 24-25, 2011, 554-561.
Lai Wei, Weiming Zeng, Hong Wang. K-means clustering with manifold, In: Proceeding of The Seventh International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’10), 10-12 Aug. 2010, Yantai, Shandong, 2095-2099.
Lai Wei. Path-based relative similarity spectral clustering, In: Proceeding of The Second Global Congress on Intelligent Systems (GCIS’10), 16-17 December 2010, Wuhan, China, 115-118.
Lai Wei, Duoqian Miao. Application of Granular Computing in Knowledge Reduction, In: Proceeding of The First International Conference on Rough Sets and Knowledge Technology (RSKT’06), Chongquing, China, July 24-26, 2006, (4062):357-362.
Course: Information Resource Management, Data Structure