Feng Lu

Orcid: 0000-0001-6573-2550

Affiliations:
  • Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou, China
  • Chinese Academy of Sciences, Institute of Geographic Sciences and Natural Resources Research, State Key Lab of Resources and Environmental Information System, Beijing, China


According to our database1, Feng Lu authored at least 58 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement.
Int. J. Geogr. Inf. Sci., March, 2024

Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models.
Int. J. Geogr. Inf. Sci., March, 2024

Mining tourist preferences and decision support via tourism-oriented knowledge graph.
Inf. Process. Manag., January, 2024

2023
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network.
Int. J. Digit. Earth, December, 2023

DeepIndoorCrowd: Predicting crowd flow in indoor shopping malls with an interpretable transformer network.
Trans. GIS, September, 2023

Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph.
Inf. Process. Manag., 2023

A Heterogeneous Information Attentive Network for the Identification of Tourist Attraction Competitors.
Proceedings of the Web and Wireless Geographical Information Systems, 2023

TrajGDM: A New Trajectory Foundation Model for Simulating Human Mobility.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

2022
How Does a Port Build Influence? Diffusion Patterns in Global Oil Transportation.
Sensors, 2022

Sensing the Nighttime Economy-Housing Imbalance from a Mobile Phone Data Perspective: A Case Study in Shanghai.
Remote. Sens., 2022

Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks.
ISPRS Int. J. Geo Inf., 2022

MSEN-GRP: A Geographic Relations Prediction Model Based on Multi-Layer Similarity Enhanced Networks for Geographic Relations Completion.
ISPRS Int. J. Geo Inf., 2022

Impact of COVID-19 on Tourists' Travel Intentions and Behaviors: The Case Study of Hong Kong, China.
Proceedings of the Web and Wireless Geographical Information Systems, 2022

2021
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns.
IEEE Trans. Intell. Transp. Syst., 2021

Identifying the Relatedness between Tourism Attractions from Online Reviews with Heterogeneous Information Network Embedding.
ISPRS Int. J. Geo Inf., 2021

Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation.
ISPRS Int. J. Geo Inf., 2021

Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks.
Int. J. Geogr. Inf. Sci., 2021

2020
An enhanced model for evacuation vulnerability assessment in urban areas.
Comput. Environ. Urban Syst., 2020

A lightweight ensemble spatiotemporal interpolation model for geospatial data.
Int. J. Geogr. Inf. Sci., 2020

Mapping the Port Influence Diffusion Patterns: A Case Study of Rotterdam, Antwerp and Singapore.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling.
Comput. Environ. Urban Syst., 2019

Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data.
Comput. Environ. Urban Syst., 2019

Massive Automatic Identification System Sensor Trajectory Data-Based Multi-Layer Linkage Network Dynamics of Maritime Transport along 21st-Century Maritime Silk Road.
Sensors, 2019

Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting.
Knowl. Based Syst., 2019

A Knowledge-Based Filtering Method for Open Relations among Geo-Entities.
ISPRS Int. J. Geo Inf., 2019

Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity.
ISPRS Int. J. Geo Inf., 2019

Knowledge Embedding with Geospatial Distance Restriction for Geographic Knowledge Graph Completion.
ISPRS Int. J. Geo Inf., 2019

A Hybrid Markov and LSTM Model for Indoor Location Prediction.
IEEE Access, 2019

2018
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity.
Comput. Environ. Urban Syst., 2018

A Robust Transform Estimator Based on Residual Analysis and Its Application on UAV Aerial Images.
Remote. Sens., 2018

A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting.
ISPRS Int. J. Geo Inf., 2018

Fine-grained prediction of urban population using mobile phone location data.
Int. J. Geogr. Inf. Sci., 2018

A holistic approach to aligning geospatial data with multidimensional similarity measuring.
Int. J. Digit. Earth, 2018

Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity.
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), 2018

2017
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data.
IEEE Trans. Intell. Transp. Syst., 2017

GSMNet: A Hierarchical Graph Model for Moving Objects in Networks.
ISPRS Int. J. Geo Inf., 2017

Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes.
ISPRS Int. J. Geo Inf., 2017

A Two-Step Method for Missing Spatio-Temporal Data Reconstruction.
ISPRS Int. J. Geo Inf., 2017

ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing.
Proceedings of the Information Fusion and Intelligent Geographic Information Systems (IF&IGIS'17), 2017

SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis.
Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human Mobility, 2017

2016
Modeling and Querying Moving Objects with Social Relationships.
ISPRS Int. J. Geo Inf., 2016

A Line Graph-Based Continuous Range Query Method for Moving Objects in Networks.
ISPRS Int. J. Geo Inf., 2016

Understanding the bias of call detail records in human mobility research.
Int. J. Geogr. Inf. Sci., 2016

A holistic framework of geographical semantic web aligning.
Proceedings of the 10th Workshop on Geographic Information Retrieval, 2016

Exploring urban travel routes' characteristics from a geometric perspective.
Proceedings of the 24th International Conference on Geoinformatics, GeoInformatics 2016, 2016

A Geo-Social Data Model for Moving Objects.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data.
Proceedings of the Data Mining and Big Data, First International Conference, 2016

Context Enhanced Keyword Extraction for Sparse Geo-Entity Relation from Web Texts.
Proceedings of the Web Technologies and Applications, 2016

A Stacked Generalization Framework for City Traffic Related Geospatial Data Analysis.
Proceedings of the Web Technologies and Applications, 2016

2015
A space-time visualization analysis method for taxi operation in Beijing.
J. Vis. Lang. Comput., 2015

ST-CRF: A Novel Map Matching Approach for Low-frequency Floating Car Data.
Proceedings of the 6th ACM SIGSPATIAL International Workshop on GeoStreaming, 2015

2013
Extracting traffic information from web texts with a D-S evidence theory based approach.
Proceedings of the 21st International Conference on Geoinformatics, 2013

2012
Estimating Beijing's travel delays at intersections with floating car data.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012

Evaluating road selectivity of urban-trip based on dynamic betweenness centrality.
Proceedings of the 20th International Conference on Geoinformatics, 2012

2011
TDMA'11 workshop overview.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

2006
A Shortest Path Searching Method with Area Limitation Heuristics.
Proceedings of the Computational Science, 2006

A Forced Transplant Algorithm for Dynamic R-tree Implementation.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

A Shortest Path Algorithm Based on Limited Search Heuristics.
Proceedings of the Computer Science, 2006


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