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A Transfer-Learning-Like Neural Dynamics Algorithm for Arctic Sea Ice Extraction 期刊论文
NEURAL PROCESSING LETTERS, 2024, 卷号: 56, 期号: 4, 页码: 24
作者:  Peng, Bo;  Zhang, Kefan;  Jin, Long;  Shang, Mingsheng
收藏  |  浏览/下载：70/0  |  提交时间：2024/09/23
Arctic sea ice extraction  Transfer-learning-like neural dynamics  Noise-tolerant algorithm  Neural dynamics.  
Adaptive moving average Q-learning 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2024, 页码: 29
作者:  Tan, Tao;  Xie, Hong;  Xia, Yunni;  Shi, Xiaoyu;  Shang, Mingsheng
收藏  |  浏览/下载：91/0  |  提交时间：2024/09/23
Moving Average Q-learning  AdaMA Q-learning  AdaMA DQN  
Maximum Entropy Policy for Long-Term Fairness in Interactive Recommender Systems 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2024, 卷号: 17, 期号: 3, 页码: 1029-1043
作者:  Shi, Xiaoyu;  Liu, Quanliang;  Xie, Hong;  Bai, Yanan;  Shang, Mingsheng
收藏  |  浏览/下载：6/0  |  提交时间：2024/08/16
Entropy  Recommender systems  Training  Feedback loop  Training data  Robustness  Real-time systems  Long-term fairness  maximum entropy policy  popularity bias  recommender system  reinforcement learning  web services  
Enhancing Representation Power of Deep Neural Networks With Negligible Parameter Growth for Industrial Applications 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 12
作者:  Chen, Liangming;  Jin, Long;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/12
Residual neural networks  Vectors  Noise  Biological neural networks  Medical services  Defect detection  Agriculture  Deep neural networks (DNNs)  industrial applications  ordinary differential equation (ODE)  representation power  
Employing hybrid deep learning for near-real-time forecasts of sensor-based algal parameters in a Microcystis bloom-dominated lake 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2024, 卷号: 922, 页码: 14
作者:  Wang, Lan;  Shan, Kun;  Yi, Yang;  Yang, Hong;  Zhang, Yanyan;  Xie, Mingjiang;  Zhou, Qichao;  Shang, Mingsheng
收藏  |  浏览/下载：15/0  |  提交时间：2024/07/12
Cyanobacterial blooms  Real-time monitoring  Early warning  Deep -learning modelling  Time series decomposition  Interpretable framework  
Orientation Tracking Incorporated Multicriteria Control for Redundant Manipulators With Dynamic Neural Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 卷号: 71, 期号: 4, 页码: 3801-3810
作者:  Liu, Mei;  Shang, Mingsheng
收藏  |  浏览/下载：205/0  |  提交时间：2024/01/17
Computational complexity  dynamic neural network (DNN)  kinematic control  multicriteria control scheme  orientation tracking  
ACP-Incorporated Perturbation-Resistant Neural Dynamics Controller for Autonomous Vehicles 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 4, 页码: 4675-4686
作者:  Liufu, Ying;  Jin, Long;  Shang, Mingsheng;  Wang, Xingxia;  Wang, Fei-Yue
收藏  |  浏览/下载：5/0  |  提交时间：2024/08/16
Autonomous vehicles  Vehicle dynamics  Kinematics  Task analysis  Control systems  Robustness  Predictive control  Model predictive control (MPC)  neural dynamics  autonomous vehicles  artificial systems  computational experiments  and parallel execution (ACP)  
Epidemic spreading on higher-order networks 期刊论文
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2024, 卷号: 1056, 页码: 1-70
作者:  Wang, Wei;  Nie, Yanyi;  Li, Wenyao;  Lin, Tao;  Shang, Ming-Sheng;  Su, Song;  Tang, Yong;  Zhang, Yi-Cheng;  Sun, Gui-Quan
收藏  |  浏览/下载：33/0  |  提交时间：2024/04/07
Higher-order networks  Epidemic spreading  Phase transition  
Relieving Popularity Bias in Interactive Recommendation: A Diversity-Novelty-Aware Reinforcement Learning Approach 期刊论文
ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2024, 卷号: 42, 期号: 2, 页码: 30
作者:  Shi, Xiaoyu;  Liu, Quanliang;  Xie, Hong;  Wu, Di;  Peng, Bo;  Shang, Mingsheng;  Lian, Defu
收藏  |  浏览/下载：200/0  |  提交时间：2024/04/07
Interactive recommendation  popularity bias  item fairness  reinfor cement learning  
Physical-Informed Neural Network for MPC-Based Trajectory Tracking of Vehicles With Noise Considered 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4493-4503
作者:  Jin, Long;  Liu, Longqi;  Wang, Xingxia;  Shang, Mingsheng;  Wang, Fei-Yue
收藏  |  浏览/下载：9/0  |  提交时间：2024/07/12
Mathematical models  Trajectory tracking  Task analysis  Predictive models  Intelligent vehicles  Computational modeling  Trajectory  Artificial systems  computational experiments  model predictive control (MPC) controller  parallel execution (ACP)  physical-informed neural network (PINN)  trajectory tracking tasks