Hui Liu

Orcid: 0000-0001-6654-4965

Affiliations:
  • Central South University, School of Traffic and Transportation Engineering, Hunan, China
  • University of Rostock, Center for Life Science Automation (CELISCA), Germany (former)


According to our database1, Hui Liu authored at least 40 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Deep residual convolutional neural network based on hybrid attention mechanism for ecological monitoring of marine fishery.
Ecol. Informatics, November, 2023

A heterogeneous ensemble architecture coupling model selection sorting and residual error iterative correction for crude oil price forecasting.
Appl. Soft Comput., November, 2023

A Multi-Gradient Hierarchical Domain Adaptation Network for transfer diagnosis of bearing faults.
Expert Syst. Appl., September, 2023

Indoor Positioning Systems of Mobile Robots: A Review.
Robotics, April, 2023

SVQ: Sparse Vector Quantization for Spatiotemporal Forecasting.
CoRR, 2023

IoT based Labware Tracking during Mobile Robot Transportation.
Proceedings of the 12th International Conference on Control, 2023

2022
Wind speed forecasting using multi-scale feature adaptive extraction ensemble model with error regression correction.
Expert Syst. Appl., 2022

A new crude oil futures forecasting method based on fusing quadratic forecasting with residual forecasting.
Digit. Signal Process., 2022

2021
Hourly PM<sub>2.5</sub> concentration multi-step forecasting method based on extreme learning machine, boosting algorithm and error correction model.
Digit. Signal Process., 2021

A spatial multi-resolution multi-objective data-driven ensemble model for multi-step air quality index forecasting based on real-time decomposition.
Comput. Ind., 2021

Intelligent modeling strategies for forecasting air quality time series: A review.
Appl. Soft Comput., 2021

Dynamic ensemble wind speed prediction model based on hybrid deep reinforcement learning.
Adv. Eng. Informatics, 2021

2020
SVM-based image partitioning for vision recognition of AGV guide paths under complex illumination conditions.
Robotics Comput. Integr. Manuf., 2020

A hybrid multi-resolution multi-objective ensemble model and its application for forecasting of daily PM2.5 concentrations.
Inf. Sci., 2020

An improved deep learning model for predicting stock market price time series.
Digit. Signal Process., 2020

A novel axle temperature forecasting method based on decomposition, reinforcement learning optimization and neural network.
Adv. Eng. Informatics, 2020

Smart Cities: Big Data Prediction Methods and Applications
Springer, ISBN: 978-981-15-2836-1, 2020

2019
Non-intrusive Load Identification Method Based on Integrated Intelligence Strategy.
Proceedings of the 25th International Conference on Automation and Computing, 2019

Hybrid Load Identification Model Based on Grey Wolf Optimization Algorithm.
Proceedings of the 25th International Conference on Automation and Computing, 2019

Sensitivity Analysis of Cost Elements in Rail Transit System Using EO-FNN.
Proceedings of the 4th International Conference on Big Data and Computing, 2019

Hybrid Position Forecasting Method for Mobile Robot Transportation in Smart Indoor Environment.
Proceedings of the 4th International Conference on Big Data and Computing, 2019

Application of ELM in Key Impact Factors Identification of Rail Transit System Cost.
Proceedings of the 4th International Conference on Big Data and Computing, 2019

2016
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., 2016

A backbone-floyd hybrid path planning method for mobile robot transportation in multi-floor life science laboratories.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Intelligent arm manipulation system in life science labs using H20 mobile robot and Kinect sensor.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Human-Mobile Robot Interaction in laboratories using Kinect Sensor and ELM based face feature recognition.
Proceedings of the 9th International Conference on Human System Interactions, 2016

Interactive collision avoidance system for indoor mobile robots based on human-robot interaction.
Proceedings of the 9th International Conference on Human System Interactions, 2016

2015
Mobile robot transportation in laboratory automation
PhD thesis, 2015

Human face orientation recognition for intelligent mobile robot collision avoidance in laboratory environments using feature detection and LVQ neural networks.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

New localization strategy for mobile robot transportation in life science automation using StarGazer sensor, time series modeling and Kalman filter processing.
Proceedings of the 2015 IEEE International Conference on Robotics and Biomimetics, 2015

Improving the navigation of indoor mobile robots using Kalman filter.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Arm grasping for mobile robot transportation using Kinect sensor and kinematic analysis.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

Multi-floor navigation method for mobile robot transportation based on StarGazer sensors in life science automation.
Proceedings of the 2015 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) Proceedings, 2015

2014
Mobile robotic transportation in laboratory automation: Multi-robot control, robot-door integration and robot-human interaction.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

A new approach to battery power tracking and predicting for mobile robot transportation using wavelet decomposition and ANFIS networks.
Proceedings of the 2014 IEEE International Conference on Robotics and Biomimetics, 2014

2013
A new method for mobile robot arm blind grasping using ultrasonic sensors and Artificial Neural Networks.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

An application of charging management for mobile robot transportation in laboratory environments.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

A fast method for mobile robot transportation in life science automation.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012
A floyd-genetic algorithm based path planning system for mobile robots in laboratory automation.
Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics, 2012

A Floyd-Dijkstra hybrid application for mobile robot path planning in life science automation.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012


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