Mingbo Zhao

Overview

Best Publications

• Motor Bearing Fault Diagnosis Using Trace Ratio Linear Discriminant Analysis

  Xiaohang Jin;Mingbo Zhao;Tommy W. S. Chow;Michael Pecht

  441
  Citations

• NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction

  Yuan Gao;Jiayi Ma;Mingbo Zhao;Wei Liu

  225
  Citations

• Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction

  Zhao Zhang;Fanzhang Li;Mingbo Zhao;Li Zhang

  154
  Citations

• Disease Diagnosis in Smart Healthcare: Innovation, Technologies and Applications

  Kwok Tai Chui;Wadee Alhalabi;Sally Shuk Han Pang;Patricia Ordóñez de Pablos

  148
  Citations

• Fault diagnosis of rolling element bearings via discriminative subspace learning

  Mingbo Zhao;Xiaohang Jin;Zhao Zhang;Bing Li

  121
  Citations

• Joint Low-Rank and Sparse Principal Feature Coding for Enhanced Robust Representation and Visual Classification

  Zhao Zhang;Fanzhang Li;Mingbo Zhao;Li Zhang

  115
  Citations

• M-Isomap: Orthogonal Constrained Marginal Isomap for Nonlinear Dimensionality Reduction

  Zhao Zhang;Tommy W. S. Chow;Mingbo Zhao

  103
  Citations

• Predicting Students’ Performance With School and Family Tutoring Using Generative Adversarial Network-Based Deep Support Vector Machine

  Kwok Tai Chui;Ryan Wen Liu;Mingbo Zhao;Patricia Ordonez De Pablos

  102
  Citations

• Trace Ratio Optimization-Based Semi-Supervised Nonlinear Dimensionality Reduction for Marginal Manifold Visualization

  Zhao Zhang;T. W. S. Chow;Mingbo Zhao

  96
  Citations

• Graph Based Constrained Semi-Supervised Learning Framework via Label Propagation over Adaptive Neighborhood

  Zhao Zhang;Mingbo Zhao;Tommy W.S. Chow

  88
  Citations

• Automatic image annotation via compact graph based semi-supervised learning

  Mingbo Zhao;Tommy W. S. Chow;Zhao Zhang;Bing Li

  88
  Citations

• Trace ratio criterion based generalized discriminative learning for semi-supervised dimensionality reduction

  Mingbo Zhao;Zhao Zhang;Tommy W. S. Chow

  79
  Citations

• Joint Label Consistent Dictionary Learning and Adaptive Label Prediction for Semisupervised Machine Fault Classification

  Weiming Jiang;Zhao Zhang;Fanzhang Li;Li Zhang

  77
  Citations

• Multi-Scale Neighborhood Feature Extraction and Aggregation for Point Cloud Segmentation

  Dawei Li;Guoliang Shi;Yuhao Wu;Yanping Yang

  77
  Citations

• Discriminative sparse flexible manifold embedding with novel graph for robust visual representation and label propagation

  Zhao Zhang;Zhao Zhang;Yan Zhang;Yan Zhang;Fanzhang Li;Fanzhang Li;Mingbo Zhao

  75
  Citations

• Binary- and Multi-class Group Sparse Canonical Correlation Analysis for Feature Extraction and Classification

  Zhao Zhang;Mingbo Zhao;Tommy W. S. Chow

  73
  Citations

• Learning from normalized local and global discriminative information for semi-supervised regression and dimensionality reduction

  Mingbo Zhao;Tommy W.S. Chow;Zhou Wu;Zhao Zhang

  73
  Citations

• A two-dimensional Neighborhood Preserving Projection for appearance-based face recognition

  Haijun Zhang;Q. M. Jonathan Wu;Tommy W. S. Chow;Mingbo Zhao

  71
  Citations

• A general soft label based linear discriminant analysis for semi-supervised dimensionality reduction.

  Mingbo Zhao;Zhao Zhang;Tommy W.S. Chow;Bing Li

  67
  Citations

• Similarity preserving low-rank representation for enhanced data representation and effective subspace learning.

  Zhao Zhang;Zhao Zhang;Shuicheng Yan;Mingbo Zhao

  63
  Citations

• Big data and IoT solution for patient behaviour monitoring

  Kwok Tai Chui;Ryan Wen Liu;Miltiadis D. Lytras;Mingbo Zhao

  56
  Citations

• Bridging User Interest to Item Content for Recommender Systems: An Optimization Model

  Haijun Zhang;Yanfang Sun;Mingbo Zhao;Tommy W. S. Chow

  56
  Citations

• Pairwise Sparsity Preserving Embedding for Unsupervised Subspace Learning and Classification

  Zhao Zhang;Shuicheng Yan;Mingbo Zhao

  55
  Citations