Publications

2024

1. TNNLS

   Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization

   Hongzong Li, and Jun Wang

   IEEE Transactions on Neural Networks and Learning Systems, 2024

   Bib HTML PDF

   @article{TNNLS-Li-Wang2024,
     author = {Li, Hongzong and Wang, Jun},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     title = {Capacitated Clustering via Majorization-Minimization and Collaborative Neurodynamic Optimization},
     year = {2024},
     number = {5},
     pages = {6679-6692},
     volume = {35},
   }

2. TFS

   From Soft Clustering to Hard Clustering: A Collaborative Annealing Fuzzy c-means Algorithm

   Hongzong Li, and Jun Wang

   IEEE Transactions on Fuzzy Systems, 2024

   Bib HTML PDF

   @article{TFS-Li-Wang2024,
     author = {Li, Hongzong and Wang, Jun},
     journal = {IEEE Transactions on Fuzzy Systems},
     title = {From Soft Clustering to Hard Clustering: A Collaborative Annealing Fuzzy $c$-means Algorithm},
     year = {2024},
     number = {3},
     pages = {1181-1194},
     volume = {32},
     doi = {10.1109/TFUZZ.2023.3319663},
   }

3. TETCI

   A Collaborative Neurodynamic Algorithm for Quadratic Unconstrained Binary Optimization

   Hongzong Li, and Jun Wang

   IEEE Transactions on Emerging Topics in Computational Intelligence, 2024

   in press

   Bib HTML PDF

   @article{TETCI-Li-Wang2024,
     author = {Li, Hongzong and Wang, Jun},
     journal = {IEEE Transactions on Emerging Topics in Computational Intelligence},
     title = {A Collaborative Neurodynamic Algorithm for Quadratic Unconstrained Binary Optimization},
     year = {2024},
     note = {in press},
   }

4. NN

   Binary Matrix Factorization via Collaborative Neurodynamic Optimization

   Hongzong Li, Jun Wang, Nian Zhang, and 1 more author

   Neural Networks, 2024

   Bib HTML PDF

   @article{NN-Li-Wang-Zhang-Zhang2024,
     author = {Li, Hongzong and Wang, Jun and Zhang, Nian and Wei, Zhang},
     journal = {Neural Networks},
     title = {Binary Matrix Factorization via Collaborative Neurodynamic Optimization},
     year = {2024},
     pages = {106348},
     doi = {https://doi.org/10.1016/j.neunet.2024.106348},
   }

2023

1. KBS

   CAPKM++ 2.0: An upgraded version of the collaborative annealing power k-means++ clustering algorithm

   Hongzong Li, and Jun Wang

   Knowledge-Based Systems, 2023

   Bib HTML PDF

   @article{KBS-Li-Wang2023,
     author = {Li, Hongzong and Wang, Jun},
     journal = {Knowledge-Based Systems},
     title = {{CAPKM++} 2.0: An upgraded version of the collaborative annealing power k-means++ clustering algorithm},
     year = {2023},
     pages = {110241},
     volume = {262},
   }

2. ICIST

   HVAC System Fault Diagnosis via Feature Selection and Classification

   Xuntan Ye, Hongzong Li, and Jun Wang

   In 2023 13th International Conference on Information Science and Technology (ICIST), 2023

   Bib PDF

   @inproceedings{ICIST-Li-Wang2023,
     author = {Ye, Xuntan and Li, Hongzong and Wang, Jun},
     booktitle = {2023 13th International Conference on Information Science and Technology (ICIST)},
     title = {{HVAC} System Fault Diagnosis via Feature Selection and Classification},
     year = {2023},
     organization = {IEEE},
     pages = {432--440},
   }

2022

1. KBS

   Collaborative annealing power k-means++ clustering

   Hongzong Li, and Jun Wang

   Knowledge-Based Systems, 2022

   Bib HTML PDF

   @article{KBS-Li-Wang2022,
     author = {Li, Hongzong and Wang, Jun},
     journal = {Knowledge-Based Systems},
     title = {Collaborative annealing power k-means++ clustering},
     year = {2022},
     pages = {109593},
     volume = {255},
     publisher = {Elsevier},
   }

2. ICIST

   Collaborative Neurodynamic Algorithms for Solving Sudoku Puzzles

   Hongzong Li, and Jun Wang

   In 2022 12th International Conference on Information Science and Technology (ICIST), 2022

   Bib PDF

   @inproceedings{ICIST-Li-Wang2022,
     author = {Li, Hongzong and Wang, Jun},
     booktitle = {2022 12th International Conference on Information Science and Technology (ICIST)},
     title = {Collaborative Neurodynamic Algorithms for Solving Sudoku Puzzles},
     year = {2022},
     organization = {IEEE},
     pages = {8--17},
   }

2021

1. ICICIP

   Index Tracking Based on Dynamic Time Warping and Constrained k-medoids Clustering

   Ran Zhang, Hongzong Li, and Jun Wang

   In Proc. of 11th International Conference on Intelligent Control and Information Processing, 2021

   Bib PDF

   @inproceedings{ICICIP-Zhang-Li-Wang2021,
     author = {Zhang, Ran and Li, Hongzong and Wang, Jun},
     booktitle = {Proc. of 11th International Conference on Intelligent Control and Information Processing},
     title = {Index Tracking Based on Dynamic Time Warping and Constrained k-medoids Clustering},
     year = {2021},
     organization = {IEEE},
     pages = {352--359},
   }

2. ICIST

   Solving the travelling salesman problem based on collaborative neurodynamic optimization with discrete Hopfield networks

   Hongzong Li, Jiasen Wang, and Jun Wang

   In 2021 11th International Conference on Information Science and Technology (ICIST), 2021

   Bib PDF

   @inproceedings{ICIST-Li-Wang2021,
     author = {Li, Hongzong and Wang, Jiasen and Wang, Jun},
     booktitle = {2021 11th International Conference on Information Science and Technology (ICIST)},
     title = {Solving the travelling salesman problem based on collaborative neurodynamic optimization with discrete Hopfield networks},
     year = {2021},
     organization = {IEEE},
     pages = {456--465},
   }

3. ICICIP

   A collaborative neurodynamic optimization algorithm based on Boltzmann machines for solving the traveling salesman problem

   Hongzong Li, and Jun Wang

   In 2021 11th International Conference on Intelligent Control and Information Processing (ICICIP), 2021

   Bib PDF

   @inproceedings{ICICIP-Li-Wang2021,
     author = {Li, Hongzong and Wang, Jun},
     booktitle = {2021 11th International Conference on Intelligent Control and Information Processing (ICICIP)},
     title = {A collaborative neurodynamic optimization algorithm based on Boltzmann machines for solving the traveling salesman problem},
     year = {2021},
     organization = {IEEE},
     pages = {325--333},
   }

2020

1. EACFM

   Research on a method for predicting the underflow concentration of a thickener based on the hybrid model

   Dong Xiao, Hongfei Xie, Longqiang Jiang, and 4 more authors

   Engineering Applications of Computational Fluid Mechanics, 2020

   Bib

   @article{xiao2020research,
     author = {Xiao, Dong and Xie, Hongfei and Jiang, Longqiang and Le, Ba Tuan and Wang, Jichun and Liu, ChongMin and Li, Hongzong},
     journal = {Engineering Applications of Computational Fluid Mechanics},
     title = {Research on a method for predicting the underflow concentration of a thickener based on the hybrid model},
     year = {2020},
     number = {1},
     pages = {13--26},
     volume = {14},
     publisher = {Taylor \& Francis}
   }

2. ACSO

   Coal classification method based on improved local receptive field-based extreme learning machine algorithm and visible–infrared spectroscopy

   Dong Xiao, Hongzong Li, and Xiaoyu Sun

   ACS omega, 2020

   Bib

   @article{xiao2020coal,
     author = {Xiao, Dong and Li, Hongzong and Sun, Xiaoyu},
     journal = {ACS omega},
     title = {Coal classification method based on improved local receptive field-based extreme learning machine algorithm and visible--infrared spectroscopy},
     year = {2020},
     number = {40},
     pages = {25772--25783},
     volume = {5},
     publisher = {American Chemical Society}
   }

3. JoP

   An anti-collision early warning system for mine trucks based on RBF network and WIFI

   Dong Xiao, Hongzong Li, Zhiwen Ji, and 3 more authors

   In Journal of Physics: Conference Series, 2020

   Bib

   @inproceedings{xiao2020anti,
     author = {Xiao, Dong and Li, Hongzong and Ji, Zhiwen and Xu, Enjie and Luo, Bendong and Chen, Jinghuang},
     booktitle = {Journal of Physics: Conference Series},
     title = {An anti-collision early warning system for mine trucks based on RBF network and WIFI},
     year = {2020},
     number = {1},
     organization = {IOP Publishing},
     pages = {012157},
     volume = {1631},
   }

2019

1. IEEE Access

   Research on a Method of Gross Error Elimination for Slope Monitoring Data Based on Machine Learning

   Dong Xiao, Hongzong Li, Ba Tuan Le, and 4 more authors

   IEEE Access, 2019

   Bib

   @article{xiao2019research,
     author = {Xiao, Dong and Li, Hongzong and Le, Ba Tuan and Zhang, Shengyong and Wang, Jichun and He, Dakuo and Fu, Xiaorui},
     journal = {IEEE Access},
     title = {Research on a Method of Gross Error Elimination for Slope Monitoring Data Based on Machine Learning},
     year = {2019},
     pages = {164682--164695},
     volume = {7},
     publisher = {IEEE}
   }

2. IEEE Access

   A Method of Fault Monitoring and Diagnosis for the Thickener in Hydrometallurgy

   Dong Xiao, Ba Tuan Le, Zhichao Yu, and 5 more authors

   IEEE Access, 2019

   Bib

   @article{xiao2019method,
     author = {Xiao, Dong and Le, Ba Tuan and Yu, Zhichao and Liu, Chenyi and Li, Hongzong and He, Qifei and Xie, Hongfei and Wang, Jichun},
     journal = {IEEE Access},
     title = {A Method of Fault Monitoring and Diagnosis for the Thickener in Hydrometallurgy},
     year = {2019},
     pages = {142317--142324},
     volume = {7},
     publisher = {IEEE}
   }

3. CIN

   Large-truck safety warning system based on lightweight SSD model

   Dong Xiao, Hongzong Li, Chenyi Liu, and 1 more author

   Computational intelligence and neuroscience, 2019

   Bib

   @article{xiao2019large,
     author = {Xiao, Dong and Li, Hongzong and Liu, Chenyi and He, Qifei},
     journal = {Computational intelligence and neuroscience},
     title = {Large-truck safety warning system based on lightweight SSD model},
     year = {2019},
     volume = {2019},
     publisher = {Hindawi}
   }

4. ICAICS

   Real-Time Monitoring of Mine Landslide based on Gaussian Mixture Model

   Dong Xiao, Qifei He, Hongzong Li, and 1 more author

   In Proceedings of the 2019 International Conference on Artificial Intelligence and Computer Science, 2019

   Bib

   @inproceedings{xiao2019real,
     author = {Xiao, Dong and He, Qifei and Li, Hongzong and Liu, Chenyi},
     booktitle = {Proceedings of the 2019 International Conference on Artificial Intelligence and Computer Science},
     title = {Real-Time Monitoring of Mine Landslide based on Gaussian Mixture Model},
     year = {2019},
     pages = {468--471},
   }

5. ICAICS

   Spectral and BP Neural Network Research on Classification of Iron Ore

   Dong Xiao, Hongzong Li, and Guotai Jiang

   In Proceedings of the 2019 International Conference on Artificial Intelligence and Computer Science, 2019

   Bib

   @inproceedings{xiao2019spectral,
     author = {Xiao, Dong and Li, Hongzong and Jiang, Guotai},
     booktitle = {Proceedings of the 2019 International Conference on Artificial Intelligence and Computer Science},
     title = {Spectral and BP Neural Network Research on Classification of Iron Ore},
     year = {2019},
     pages = {239--242},
   }