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Journal Articles期刊论文

2026

  1. SERS-VGG27: A Deep Learning Framework With Two-Stage Feature Selection for Precise SERS-Based Drug Classification
    SERS-VGG27: A Deep Learning Framework With Two-Stage Feature Selection for Precise SERS-Based Drug Classification
    Heng Zhao , Weiwei Wang* , Tiantian Man , Kepeng Qiu , and Xuejun Liu
    Journal of Raman Spectroscopy , 2026.
  2. Causal-stabilized latent regression for robust industrial soft sensors
    Causal-stabilized latent regression for robust industrial soft sensors
    Kepeng Qiu* , Baowei Rong , Yi Zhu , Yu Liu , Hui Yan , Haijun Cao , and Weiwei Wang
    Engineering Applications of Artificial Intelligence , vol. 170, pp. 114185, 2026.

2025

  1. Generalized collaborative relevance vector regression for soft sensors
    Generalized collaborative relevance vector regression for soft sensors
    Kepeng Qiu* , Qingxuan Wei , and Weiwei Wang
    Information Sciences , vol. 686, pp. 121311, 2025.
  2. Geometric-Temporal Potential Warping for Multidimensional Dynamic Trajectory Alignment in Industrial Processes
    Geometric-Temporal Potential Warping for Multidimensional Dynamic Trajectory Alignment in Industrial Processes
    Kepeng Qiu* , Baowei Rong , Peiyuan Cong , Zhengyang Qin , and Weiwei Wang
    Industrial & Engineering Chemistry Research , vol. 64, no. 29, pp. 14590–14600, 2025.
  3. Influencing Factors’ Analysis for the Performance of Parallel Evolutionary Test Case Generation for Web Applications
    Influencing Factors’ Analysis for the Performance of Parallel Evolutionary Test Case Generation for Web Applications
    Weiwei Wang , Shukai Zhang , Kepeng Qiu , Xuejun Liu , Xiaodan Li , and Ruilian Zhao*
    Journal of Software: Evolution and Process , vol. 37, no. 2, pp. e2751, 2025.

2024

  1. Semantic Reconstruction of Multimodal Process Data with Dual Latent Space Constraints
    Semantic Reconstruction of Multimodal Process Data with Dual Latent Space Constraints
    Kepeng Qiu* , Jiayu Yang , Baowei Rong , Yu Liu , Qingxuan Wei , and Weiwei Wang
    IEEE Sensors Journal , vol. 24, no. 20, pp. 32782–32791, 2024.
  2. Adaptive depth measurement based on adversarial relevance vector regression for fringe projection profilometry
    Adaptive depth measurement based on adversarial relevance vector regression for fringe projection profilometry
    Kepeng Qiu , Luo Tian , and Peng Wang*
    Measurement , vol. 227, pp. 114209, 2024.
  3. A Novel Generalized Adaptive Domain Fusion Framework for Structured Light 3-D Measurement
    A Novel Generalized Adaptive Domain Fusion Framework for Structured Light 3-D Measurement
    Kepeng Qiu , Luo Tian , Peng Wang* , and Jinku Zhao
    IEEE Sensors Journal , vol. 24, no. 3, pp. 3223–3231, 2024.

2023

  1. Edge Detection of Motion-Blurred Images Aided by Inertial Sensors
    Edge Detection of Motion-Blurred Images Aided by Inertial Sensors
    Luo Tian , Kepeng Qiu , Yufeng Zhao , and Peng Wang*
    Sensors , vol. 23, no. 16, pp. 7187, 2023.

2022

  1. Soft sensor based on localized semi-supervised relevance vector machine for penicillin fermentation process with asymmetric data
    Soft sensor based on localized semi-supervised relevance vector machine for penicillin fermentation process with asymmetric data
    Kepeng Qiu , Jianlin Wang* , Xinjie Zhou , Rutong Wang , and Yongqi Guo
    Measurement , vol. 202, pp. 111823, 2022.
  2. Abnormal data detection for industrial processes using adversarial autoencoders support vector data description
    Abnormal data detection for industrial processes using adversarial autoencoders support vector data description
    Kepeng Qiu , Weihong Song , and Peng Wang*
    Measurement Science and Technology , vol. 33, no. 5, pp. 055110, 2022.

2021

  1. Soft sensor development based on kernel dynamic time warping and a relevant vector machine for unequal-length batch processes
    Soft sensor development based on kernel dynamic time warping and a relevant vector machine for unequal-length batch processes
    Kepeng Qiu , Jianlin Wang* , Rutong Wang , Yongqi Guo , and Liqiang Zhao
    Expert Systems with Applications , vol. 182, pp. 115223, 2021.
  2. An Effective Framework of Automated Visual Surface Defect Detection for Metal Parts
    An Effective Framework of Automated Visual Surface Defect Detection for Metal Parts
    Kepeng Qiu , Luo Tian , and Peng Wang*
    IEEE Sensors Journal , vol. 21, no. 18, pp. 20412–20420, 2021.
  3. Development of soft sensor based on sequential kernel fuzzy partitioning and just-in-time relevance vector machine for multiphase batch processes
    Development of soft sensor based on sequential kernel fuzzy partitioning and just-in-time relevance vector machine for multiphase batch processes
    Jianlin Wang* , and Kepeng Qiu
    IEEE Transactions on Instrumentation and Measurement , vol. 70, pp. 1–10, 2021.
  4. Soft sensor development based on improved just-in-time learning and relevant vector machine for batch processes
    Soft sensor development based on improved just-in-time learning and relevant vector machine for batch processes
    Jianlin Wang* , Kepeng Qiu , Yongqi Guo , Rutong Wang , and Xinjie Zhou
    Canadian Journal of Chemical Engineering , vol. 99, no. 1, pp. 334–344, 2021.

2020

  1. Soft sensor framework based on semisupervised just-in-time relevance vector regression for multiphase batch processes with unlabeled data
    Soft sensor framework based on semisupervised just-in-time relevance vector regression for multiphase batch processes with unlabeled data
    Kepeng Qiu , Jianlin Wang* , Xinjie Zhou , Yongqi Guo , and Rutong Wang
    Industrial & Engineering Chemistry Research , vol. 59, no. 44, pp. 19633–19642, 2020.
  2. A Hybrid Framework Based on Warped Hierarchical Tree for Pose Estimation of Texture-Less Objects
    A Hybrid Framework Based on Warped Hierarchical Tree for Pose Estimation of Texture-Less Objects
    Yongqi Guo , Jianlin Wang* , Xinjie Zhou , Zhenguo Tan , and Kepeng Qiu
    IEEE Access , vol. 8, pp. 179813–179822, 2020.
  3. Anisotropic total variation regularization based NAS-RIF blind restoration method for OCT image
    Anisotropic total variation regularization based NAS-RIF blind restoration method for OCT image
    Xuesong Fu , Jianlin Wang* , Zhixiong Hu , Yongqi Guo , Kepeng Qiu , and Rutong Wang
    Journal of Beijing Institute of Technology , vol. 29, no. 2, pp. 146–157, 2020.

2019

  1. Dynamic hypersphere SVDD without describing boundary for one-class classification
    Dynamic hypersphere SVDD without describing boundary for one-class classification
    Jianlin Wang* , Weimin Liu , Kepeng Qiu , Huan Xiong , and Liqiang Zhao
    Neural Computing and Applications , vol. 31, no. 8, pp. 3295–3305, 2019.

2018

  1. Unsupervised-multiscale-sequential-partitioning and multiple SVDD model based process-monitoring method for multiphase batch processes
    Unsupervised-multiscale-sequential-partitioning and multiple SVDD model based process-monitoring method for multiphase batch processes
    Jianlin Wang* , Weimin Liu , Kepeng Qiu , Tao Yu , and Liqiang Zhao
    Industrial & Engineering Chemistry Research , vol. 57, no. 51, pp. 17437–17451, 2018.
  2. Dynamic hypersphere based support vector data description for batch process monitoring
    Dynamic hypersphere based support vector data description for batch process monitoring
    Jianlin Wang* , Weimin Liu , Kepeng Qiu , Tao Yu , and Liqiang Zhao
    Chemometrics and Intelligent Laboratory Systems , vol. 172, pp. 17–32, 2018.

2017

  1. Robust and reliable estimation via recursive nonlinear dynamic data reconciliation based on cubature Kalman filter
    Robust and reliable estimation via recursive nonlinear dynamic data reconciliation based on cubature Kalman filter
    Min Bian , Jianlin Wang* , Weimin Liu , and Kepeng Qiu
    Cluster Computing , vol. 20, no. 4, pp. 2919–2929, 2017.

Conference Papers会议论文

2021

  1. Multi-scale Visual Saliency Fusing with Spatiotemporal Features for Fire Detection
    Multi-scale Visual Saliency Fusing with Spatiotemporal Features for Fire Detection
    Huanyu Guo , Jianlin Wang* , Yongqi Guo , Xinjie Zhou , and Kepeng Qiu
    Proceedings of the 2020 Chinese Intelligent Systems Conference, Volume II , pp. 222–231, 2021.
  2. Multi-scale Superpixel Based Homomorphic Filtering for the Component Image Enhancement
    Multi-scale Superpixel Based Homomorphic Filtering for the Component Image Enhancement
    Pingting Song , Jianlin Wang* , Yongqi Guo , Liqiang Zhao , and Kepeng Qiu
    Proceedings of the 2020 Chinese Intelligent Systems Conference, Volume II , pp. 212–221, 2021.

2020

  1. Specular reflection separation for a single image using IR-SIP
    Specular reflection separation for a single image using IR-SIP
    Yongqi Guo , Jianlin Wang* , Kepeng Qiu , Liqiang Zhao , Xuesong Fu , and Rutong Wang
    Proceedings of the 2019 Chinese Intelligent Systems Conference, Volume II , pp. 504–512, 2020.

2019

  1. Local Kernel Distance-Support Vector Data Description (LKD-SVDD)-based Process Monitoring Method for Multiphase Batch Processes
    Local Kernel Distance-Support Vector Data Description (LKD-SVDD)-based Process Monitoring Method for Multiphase Batch Processes
    Kepeng Qiu , Jianlin Wang* , Xuesong Fu , Yongqi Guo , and Jia Pan
    2019 IEEE 15th International Conference on Control and Automation , pp. 301–306, 2019.