Jianbo Yu

Overview

Best Publications

• A similarity-based prognostics approach for Remaining Useful Life estimation of engineered systems

  Tianyi Wang;Jianbo Yu;D. Siegel;J. Lee

  573
  Citations

• Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models

  Jianbo Yu

  331
  Citations

• RetinaNet With Difference Channel Attention and Adaptively Spatial Feature Fusion for Steel Surface Defect Detection

  Xun Cheng;Jianbo Yu

  310
  Citations

• Letters: Evolving artificial neural networks using an improved PSO and DPSO

  Jianbo Yu;Shijin Wang;Lifeng Xi

  292
  Citations

• State of health prediction of lithium-ion batteries: Multiscale logic regression and Gaussian process regression ensemble

  Jianbo Yu

  237
  Citations

• Local and Nonlocal Preserving Projection for Bearing Defect Classification and Performance Assessment

  Jianbo Yu

  211
  Citations

• Local and global principal component analysis for process monitoring

  Jianbo Yu

  209
  Citations

• One-Dimensional Residual Convolutional Autoencoder Based Feature Learning for Gearbox Fault Diagnosis

  Jianbo Yu;Xingkang Zhou

  209
  Citations

• Wafer Map Defect Detection and Recognition Using Joint Local and Nonlocal Linear Discriminant Analysis

  Jianbo Yu;Xiaolei Lu

  181
  Citations

• Health Condition Monitoring of Machines Based on Hidden Markov Model and Contribution Analysis

  Jianbo Yu

  178
  Citations

• An effective heuristic for flexible job-shop scheduling problem with maintenance activities

  Shijin Wang;Jianbo Yu

  178
  Citations

• One-dimensional convolutional auto-encoder-based feature learning for fault diagnosis of multivariate processes

  Shumei Chen;Jianbo Yu;Shijin Wang

  166
  Citations

• Bearing performance degradation assessment using locality preserving projections

  Jian-Bo Yu

  152
  Citations

• Bi-objective identical parallel machine scheduling to minimize total energy consumption and makespan

  Shijin Wang;Xiaodong Wang;Jianbo Yu;Shuan Ma

  136
  Citations

• An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks

  Jianbo Yu;Lifeng Xi;Shijin Wang

  135
  Citations

• An energy-efficient two-stage hybrid flow shop scheduling problem in a glass production

  Shijin Wang;Xiaodong Wang;Feng Chu;Jianbo Yu

  134
  Citations

• A hybrid feature selection scheme and self-organizing map model for machine health assessment

  Jianbo Yu

  125
  Citations

• A neural network ensemble-based model for on-line monitoring and diagnosis of out-of-control signals in multivariate manufacturing processes

  Jian-bo Yu;Li-feng Xi

  124
  Citations

• Fault Detection Using Principal Components-Based Gaussian Mixture Model for Semiconductor Manufacturing Processes

  Jianbo Yu

  124
  Citations

• Knowledge extraction and insertion to deep belief network for gearbox fault diagnosis

  Jianbo Yu;Guoliang Liu

  112
  Citations

• Hidden Markov models combining local and global information for nonlinear and multimodal process monitoring

  Jianbo Yu

  111
  Citations