A Dimensionality Reduction-Based Multi-Step Clustering Method for Robust Vessel Trajectory Analysis

Huanhuan Li, Jingxian Liu, Ryan Wen Liu, +3

Sensors

Spatio-Temporal Vessel Trajectory Clustering Based on Data Mapping and Density

Huanhuan Li, Jingxian Liu, Kefeng Wu, +3

IEEE Access

EngineeringData MappingSpatiotemporal DatabaseUnsupervised Machine LearningOptimization-based Data Mining +18

Energy Efficiency in Secure IRS-Aided SWIPT

Jingxian Liu, Ke Xiong, Yang Lu, +3

IEEE Wireless Communications Letters

Cryptographic PrimitiveEngineeringEnergy EfficiencyInformation SecurityPower Control +15

Dynamic Ship Domain Models for Capacity Analysis of Restricted Water Channels

Jingxian Liu, Feng Zhou, Zongzhi Li, +2

Journal of Navigation

Ship DynamicsEngineeringShip ManeuveringCapacity AnalysisMarine Engineering +17

Literature review on emission control-based ship voyage optimization

Hongchu Yu, Zhixiang Fang, Xiuju Fu, +2

Transportation Research Part D Transport and Environment

Marine EngineEngineeringShip ManeuveringLiterature ReviewShip Design +3

RF Energy Harvesting Wireless Powered Sensor Networks for Smart Cities

Jingxian Liu, Ke Xiong, Pingyi Fan, +1

IEEE Access

Topology ControlElectrical EngineeringEnergy HarvestingEngineeringWireless Power Transmission +11

Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery

Huanhuan Li, Jasmine Siu Lee Lam, Zaili Yang, +4

Transportation Research Part C Emerging Technologies

EngineeringData ScienceData MiningPattern RecognitionPattern Discovery +8

Adaptive Douglas-Peucker Algorithm With Automatic Thresholding for AIS-Based Vessel Trajectory Compression

Jingxian Liu, Huanhuan Li, Zaili Yang, +3

IEEE Access

EngineeringNaval ArchitectureStatistical Signal ProcessingData ScienceData Mining +16

AIS data-driven approach to estimate navigable capacity of busy waterways focusing on ships entering and leaving port

Cong Liu, Jingxian Liu, Xun Zhou, +3

Ocean Engineering

Navigable CapacityEngineeringShip ManeuveringWater ResourcesData Science +9

Data-driven methods for detection of abnormal ship behavior: Progress and trends

Yukuan Wang, Jingxian Liu, Ryan Wen Liu, +2

Ocean Engineering

Naval ArchitectureAbnormal Ship BehaviorEngineeringShip ManeuveringData Science +12