Hui Liu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Top Venues

Digit. Signal Process.

Adv. Eng. Informatics

Publications

Zhao He, Hui Liu
A dual-population auxiliary multiobjective coevolutionary algorithm for constrained multiobjective optimization problems. Appl. Soft Comput. 163 (2024)
Yanfei Li, Zhao He, Hui Liu
A stacking-based ensemble prediction method for multiobjective aerodynamic optimization of high-speed train nose shape. Adv. Eng. Softw. 191 (2024)
Jiahao Huang, Steffen Junginger, Hui Liu, Kerstin Thurow
Indoor Positioning Systems of Mobile Robots: A Review. Robotics 12 (2) (2023)
Chao Chen, Tian Zhou, Yanjun Zhao, Hui Liu, Liang Sun, Rong Jin
SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting. CoRR (2023)
Jun Chen, Hui Liu
A Multi-Gradient Hierarchical Domain Adaptation Network for transfer diagnosis of bearing faults. Expert Syst. Appl. 225 (2023)
Jiahao Huang, Kerstin Thurow, Steffen Junginger, Heidi Fleischer, Hui Liu, Vinh Quang Do
IoT based Labware Tracking during Mobile Robot Transportation. ICCAIS (2023)
Mengshuai Su, Hui Liu, Chengqing Yu, Zhu Duan
A new crude oil futures forecasting method based on fusing quadratic forecasting with residual forecasting. Digit. Signal Process. 130 (2022)
Jun Chen, Hui Liu, Chao Chen, Zhu Duan
Wind speed forecasting using multi-scale feature adaptive extraction ensemble model with error regression correction. Expert Syst. Appl. 207 (2022)
Chao Chen, Hui Liu
Dynamic ensemble wind speed prediction model based on hybrid deep reinforcement learning. Adv. Eng. Informatics 48 (2021)
Hui Liu, Rui Yang
A spatial multi-resolution multi-objective data-driven ensemble model for multi-step air quality index forecasting based on real-time decomposition. Comput. Ind. 125 (2021)
Shi Yin, Hui Liu, Zhu Duan
concentration multi-step forecasting method based on extreme learning machine, boosting algorithm and error correction model. Digit. Signal Process. 118 (2021)
Hui Liu, Guangxi Yan, Zhu Duan, Chao Chen
Intelligent modeling strategies for forecasting air quality time series: A review. Appl. Soft Comput. 102 (2021)
Hui Liu, Zhu Duan, Chao Chen
A hybrid multi-resolution multi-objective ensemble model and its application for forecasting of daily PM2.5 concentrations. Inf. Sci. 516 (2020)
Xing Wu, Chao Sun, Ting Zou, Linhui Li, Longjun Wang, Hui Liu
SVM-based image partitioning for vision recognition of AGV guide paths under complex illumination conditions. Robotics Comput. Integr. Manuf. 61 (2020)
Hui Liu, Chengming Yu, Chengqing Yu, Chao Chen, Haiping Wu
A novel axle temperature forecasting method based on decomposition, reinforcement learning optimization and neural network. Adv. Eng. Informatics 44 (2020)
Hui Liu, Zhihao Long
An improved deep learning model for predicting stock market price time series. Digit. Signal Process. 102 (2020)
Xinwei Lv, Zhiren Ren, Bo Tang, Hui Liu, Rui Yang, Haiping Wu
Hybrid Load Identification Model Based on Grey Wolf Optimization Algorithm. ICAC (2019)
Zhiren Ren, Bo Tang, Longfeng Wang, Hui Liu, Yanfei Li, Haiping Wu
Non-intrusive Load Identification Method Based on Integrated Intelligence Strategy. ICAC (2019)
Mohammed M. Ali, Hui Liu, Norbert Stoll, Kerstin Thurow
Kinematic Analysis of 6-DOF Arms for H20 Mobile Robots and Labware Manipulation for Transportation in Life Science Labs. J. Autom. Mob. Robotics Intell. Syst. 10 (4) (2016)
Mazen Ghandour, Hui Liu, Norbert Stoll, Kerstin Thurow
Interactive collision avoidance system for indoor mobile robots based on human-robot interaction. HSI (2016)
Mohammed M. Ali, Hui Liu, Norbert Stoll, Kerstin Thurow
Intelligent arm manipulation system in life science labs using H20 mobile robot and Kinect sensor. IEEE Conf. on Intelligent Systems (2016)
Ali A. Abdulla, Hui Liu, Norbert Stoll, Kerstin Thurow
A backbone-floyd hybrid path planning method for mobile robot transportation in multi-floor life science laboratories. MFI (2016)
Hui Liu, Norbert Stoll, Steffen Junginger, Jian Zhang, Mazen Ghandour, Kerstin Thurow
Human-Mobile Robot Interaction in laboratories using Kinect Sensor and ELM based face feature recognition. HSI (2016)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
New localization strategy for mobile robot transportation in life science automation using StarGazer sensor, time series modeling and Kalman filter processing. ROBIO (2015)
Mazen Ghandour, Hui Liu, Norbert Stoll, Kerstin Thurow
Improving the navigation of indoor mobile robots using Kalman filter. I2MTC (2015)
Ali A. Abdulla, Hui Liu, Norbert Stoll, Kerstin Thurow
Multi-floor navigation method for mobile robot transportation based on StarGazer sensors in life science automation. I2MTC (2015)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
Human face orientation recognition for intelligent mobile robot collision avoidance in laboratory environments using feature detection and LVQ neural networks. ROBIO (2015)
Mohammed M. Ali, Hui Liu, Regina Stoll, Kerstin Thurow
Arm grasping for mobile robot transportation using Kinect sensor and kinematic analysis. I2MTC (2015)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
Mobile robotic transportation in laboratory automation: Multi-robot control, robot-door integration and robot-human interaction. ROBIO (2014)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
A new approach to battery power tracking and predicting for mobile robot transportation using wavelet decomposition and ANFIS networks. ROBIO (2014)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
An application of charging management for mobile robot transportation in laboratory environments. I2MTC (2013)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
A new method for mobile robot arm blind grasping using ultrasonic sensors and Artificial Neural Networks. ROBIO (2013)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
A fast method for mobile robot transportation in life science automation. I2MTC (2013)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
A floyd-genetic algorithm based path planning system for mobile robots in laboratory automation. ROBIO (2012)
Hui Liu, Norbert Stoll, Steffen Junginger, Kerstin Thurow
A Floyd-Dijkstra hybrid application for mobile robot path planning in life science automation. CASE (2012)