PUBLICATIONS

Journal Article

  • Yimin Yang, Q.M.Jonathan Wu, Xiexing Feng, Akilan Thangarajah, "Recomputation of dense layers for the performance improvement of DCNN." IEEE Transactions on Pattern Analysis and Machine Intelligence, Acceptance, 2019.

  • Yimin Yang, Q.M.Jonathan Wu, "Features combined from hundreds of mid-layers: Hierarchical networks with subnetwork nodes." IEEE Transactions on Neural Networks and Learning Systems, Acceptance, 2019.

  • Thangarajah Akilan, Q.M.Jonathan Wu, Amin Safaei, Jie Huo, Yimin Yang, "A 3D CNN-LSTM-Based Image-to-Image Foreground Segmentation", IEEE Transactions on Intelligent Transportation Systems, Acceptance, 2019.

  • Wei Wu, Q.M.Jonathan Wu, Wei Sun, Yimin Yang, et al "A Regression method with subnetwork neurons for vigilance estimation using EOG and EEG", IEEE Transactions on Cognitive and Development Systems, Acceptance, 2018.

  • Amin Safaei, Q.M.Jonathan Wu, Thangarajah Akilan, Yimin Yang "System-on-a-Chip-based Hardware (Soc) Acceleration for an Online Sequential Extreme Learning Machine", IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Acceptance, 2018.

  • Wandong Zhang, Qingzhong Li, Q.M.Jonathan Wu, Yimin Yang, Ming Li. "A Novel Ship Target Detection Algorithm based on Error Self-adjustment Exreme Learning Machine and Cascade Classifier", Cognitive Computation, Acceptance, 2018.

  • Hui Zhang, Xuanlun Li, Hang Zhong, Yimin Yang, Q.M.Jonathan Wu, Ji Ge, Yaonan Wang. "Automated Machine Vision System for Liquid Particle Inspection of Pharmaceutical Injection", IEEE Transactions on Instrument and Measurement, Vol. 67, pp. 1278-1297, 2018.

  • Hui Zhang, Xiating Jin, Q.M.Jonathan Wu, Yaonan Wang, Zhendong He, Yimin Yang. "Automatic Visual Detection System of Railway Surface Defects With Curvature Filter and Improved Gaussian Mixture Model", IEEE Transactions on Instrument and Measurement, Vol. 67, pp. 1593-1608, 2018.

  • Yimin Yang, Q.M.Jonathan Wu. ¡°Autoencoder With Invertible Functions for Dimension Reduction and Image Reconstruction,¡± IEEE Transactions on System, Man and Cybernetics: System. Vol.48, pp. 1065-1079, 2018.

  • Akilan Thangarajah, Q.M.Jonathan Wu, Yimin Yang. "Fusion-based foreground enhancement for background subtraction using multivariate multi-model Gaussian distribution", Information Science, Vol. 430, pp. 414-431, 2018.

  • Amin Safaei, Q.M.Jonathan Wu, Yimin Yang. "System-on-a-chip (SoC)-based hardware acceleration for foreground and background identification", Journal of the Franklin Institute, Vol.355, pp.1888-1912, 2018.

  • Yimin Yang, Q.M.Jonathan Wu, Wei-long Zheng, Bao-liang Lu. "EEG-based emotion recognition using hierarchical network with subnetwork nodes", IEEE Transactions on Cognitive and Developmental Systems, Vol.10, pp. 408-419, 2018.

  • Yimin Yang, Q.M.Jonathan Wu. ¡°Mutilayer Extreme Learning Machine with Subnetwork Nodes for Representation Learning.¡± IEEE Transactions on Cybernetics. Vol. 46, pp. 2570 - 2583, 2016.

  • Yaonan Wang, Yongpeng Shen, Xiaofang Yuan, Yimin Yang. ¡°Operating Point Optimization of Auxiliary Power Unit based on Dynamic Combined Cost Map and Particle Swarm Optimization.¡± IEEE Transactions on Power Electronics. Vol. 12, pp. 7038 - 7050, 2015.

  • Yaonan Wang, Xiao Lu, Zhigang Ling, Yimin Yang. ¡°A Method to Calibrate Vehicle-Mounted Cameras Under Urban Traffic Scenes.¡± IEEE Transactions on Intelligent Transportation Systems. Vol. 16, pp. 3270 - 3279, 2015.

  • Yimin Yang, Q.M.Jonathan Wu. ¡°Extreme Learning Machine with Subnetwork Hidden Nodes for Regression and Classification Problems.¡± IEEE Transactions on Cybernetics. Vol. 46, pp. 2885 - 2898, 2016.

  • Yimin Yang, Yaonan Wang, Q. M. Jonathan Wu, et al. ¡°Progressive Learning Machine: A New Approach for General Hybrid System Approximation.¡± IEEE Transactions on Neural Networks and Learning Systems. Vol. 26, pp. 1855 - 1874, 2015.

  • Yimin Yang, Q. M. Jonathan Wu, et al.  ¡°Data partition learning with multiple extreme learning machines¡±. IEEE Transactions on Cybernetics, Vol. 45, pp. 2168-2267, 2015.

  • Zhiqiang Miao, Yaonan Wang, Yimin Yang, "Robust tracking control of uncertain dynamic nonholonomic systems using recurrent neural networks". Neurocomputing, Vol.142 pp. 216¨C227, 2014.

  • Xiaofang Yuan, Jingyi Zhao, Yimin Yang. ¡°Hybrid parallel chaos optimization algorithm with harmony search algorithm.¡±, Applied Soft Computing, Vol. 17,pp. 12¨C22, 2014.

  • Yimin Yang, Yaonan Wang, et al.¡° Predictive control strategy based on hybrid optimization algorithm for path-tracking of autonomous mobile robot.¡± Intelligent automation and soft computing, in press.

  • Xiaofang Yuan, Yimin Yang, et al.¡° Genetic-algorithm-based adaptive fuzzy sliding mode controller for electronic therottle valve control .¡± Neural Computing and Applications. Vol.23, pp 209-217, 2013.

  • Yimin Yang, Yaonan Wang, Xiaofang Yuan. ¡° Parallel chaos search based incremental extreme learning machine.¡± Neural Processing letters. Vol.37 pp. 277-301, 2013.

  • Yimin Yang, Yaonan Wang, Xiaofang Yuan, eat al.¡° Neural network based self-learning control for Power transmission line deicing robot.¡± Neural Computing and Applications. Vol. 22, pp. 969-986, 2013.

  • Xiaofang Yuan, Hui Wang, Yaonan Wang, Yimin Yang, et al.¡° Harmony search algorithm-based fuzzy-PID controller for electronic throttle valve. ¡± Neural Computing and Applications. Vol 22, pp 329-336. 2013 .

  • Yimin Yang, Yaonan Wang, Xiaofang Yuan. ¡°Bidirectional extreme learning machine for regression problem and its learning effectiveness.¡± IEEE Transactions on Neural Networks and Learning Systems. Vol. 23, pp. 1498 ¨C 1505. 2012 .

  • Yimin Yang, Yaonan Wang, et al. ¡°Hybrid Chaos optimization algorithm with artificial emotion.¡± Applied mathematics and Computation. Vol. 218, pp. 6585-6611. 2012 .

  • Xiaofang Yuan, Yimin Yan, et al.¡° Improved parallel chaos optimization algorithm. ¡± Applied mathematics and Computation. Vol. 219, pp. 3590-3599. 2012.

  • Feng Yin, Yaonan Wang, Yimin Yang. ¡° Inverse kinematics solution for robot manipulator based on neural network under joint subspace.¡± International Journal of Computers, Communications & Control. Vol 7, pp 459-472. 2012.

  • Yaonan Wang, Yimin Yang*, et al.¡°Autonomous mobile robot navigation system designed in dynamic environment based on transferable belief model.¡± Measurement. vol.8 pp. 1389-1405, 2011.

 

Conference Paper

  • Amin Safaei, Q.M.Jonathan Wu, Yimin Yang, et al. "System-on-a-chip (SoC)-based hardware acceleration for extreme learning machine", IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2017.

  • Eman Mohammadi, Q.M. Jonathan Wu, Yimin Yang, Mehrdad Saif. ¡°Effect of wavelet and hybrid classification on action recognition.¡± The International Conference on Image Processing (ICIP 2017), 2017.

  • Thangarajah Akilan, Q. M. Jonathan Wu, Yimin Yang, Amin Safaei, Fusion of transfer learning features and its application in image classification, IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE), 2017.

  • Xuebo Zhang, Ruijie Xue, Yimin Yang, Long Cheng, Yongchun Fang. ¡°Learning Time-optimal Anti-swing Trajectories for Overhead Crane Systems." International Symposium on Neural Networks, 2016.

  • Yimin Yang, Q.M.Jonathan Wu, et al. ¡° ELM feature mappings learning: single-hidden-layer feedforward network without output weight. ¡± International Conference on Extreme Learning Machine. Singapore, 2014.

  • Bumin Meng, Yaonan Wang, Yimin Yang. ¡° Efficiency-Optimization Control of Extended Range Electric Vehicle Using Online Sequential Extreme Learning Machine. ¡± IEEE Conference, on Vehicle Power and Propulsion Conference (VPPC). Beijing, 2013.

  • Yaonan Wang, Yimin Yang, et al. ¡° A model predictive control strategy for path-tracking of autonomous mobile robot using electromagnetism-like mechanism. ¡± IEEE Conference, on Electrical and Control Engineering. Wuhan, China, pp.96 - 100, 2010.

  • Yimin Yang, Minfang Peng, et al. ¡°Optimal Design of Grounding Grids Based on Genetic Algorithm¡±. IEEE Conference, on Genetic and Evolutionary Computing. Guilin, China, pp.1742-1746. 2010.