Feng Lu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 55

Top Topics

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

Comput. Environ. Urban Syst.

Publications

Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu
An Analysis of Container Transportation Multiplex Networks from the Perspective of Shipping Company. W2GIS (2024)
Jialiang Gao, Peng Peng, Feng Lu, Shu Wang, Xiaowei Xie, Christophe Claramunt
Knowledge-driven spatial competitive intelligence for tourism. Trans. GIS 28 (3) (2024)
Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Peixiao Wang, Hengcai Zhang, Feng Lu
Predicting Future Spatio-Temporal States Using a Robust Causal Graph Attention Model. SpatialDI (2024)
Chen Chu, Hengcai Zhang, Peixiao Wang, Feng Lu
Simulating human mobility with a trajectory generation framework based on diffusion model. Int. J. Geogr. Inf. Sci. 38 (5) (2024)
Yibo Zhao, Shifen Cheng, Beibei Zhang, Feng Lu
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement. Int. J. Geogr. Inf. Sci. 38 (3) (2024)
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu, Ran Yan
Cascading failure modelling in global container shipping network using mass vessel trajectory data. Reliab. Eng. Syst. Saf. 249 (2024)
Beibei Zhang, Shifen Cheng, Peixiao Wang, Feng Lu
Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Jialiang Gao, Peng Peng, Feng Lu, Christophe Claramunt, Peiyuan Qiu, Yang Xu
Mining tourist preferences and decision support via tourism-oriented knowledge graph. Inf. Process. Manag. 61 (1) (2024)
Jialiang Gao, Peng Peng, Christophe Claramunt, Feng Lu
A Heterogeneous Information Attentive Network for the Identification of Tourist Attraction Competitors. W2GIS (2023)
Peng Peng, Christophe Claramunt, Shifen Cheng, Yu Yang, Feng Lu
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network. Int. J. Digit. Earth 16 (1) (2023)
Chen Chu, Hengcai Zhang, Peixiao Wang, Feng Lu
DeepIndoorCrowd: Predicting crowd flow in indoor shopping malls with an interpretable transformer network. Trans. GIS 27 (6) (2023)
Jialiang Gao, Peng Peng, Feng Lu, Christophe Claramunt, Yang Xu
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph. Inf. Process. Manag. 60 (4) (2023)
Chen Chu, Hengcai Zhang, Feng Lu
TrajGDM: A New Trajectory Foundation Model for Simulating Human Mobility. SIGSPATIAL/GIS (2023)
Chunlei Mi, Shifen Cheng, Feng Lu
Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks. ISPRS Int. J. Geo Inf. 11 (3) (2022)
Zongcai Huang, Peiyuan Qiu, Li Yu, Feng Lu
MSEN-GRP: A Geographic Relations Prediction Model Based on Multi-Layer Similarity Enhanced Networks for Geographic Relations Completion. ISPRS Int. J. Geo Inf. 11 (9) (2022)
Mingxiao Li, Wei Tu, Feng Lu
Sensing the Nighttime Economy-Housing Imbalance from a Mobile Phone Data Perspective: A Case Study in Shanghai. Remote. Sens. 14 (12) (2022)
Peng Peng, Christophe Claramunt, Shifen Cheng, Feng Lu
How Does a Port Build Influence? Diffusion Patterns in Global Oil Transportation. Sensors 22 (22) (2022)
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu
Impact of COVID-19 on Tourists' Travel Intentions and Behaviors: The Case Study of Hong Kong, China. W2GIS (2022)
Shifen Cheng, Feng Lu, Peng Peng
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns. IEEE Trans. Intell. Transp. Syst. 22 (10) (2021)
Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang, Wei Tu
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks. Int. J. Geogr. Inf. Sci. 35 (12) (2021)
Peiyuan Qiu, Jialiang Gao, Feng Lu
Identifying the Relatedness between Tourism Attractions from Online Reviews with Heterogeneous Information Network Embedding. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Géraldine Del Mondo, Peng Peng, Jérôme Gensel, Christophe Claramunt, Feng Lu
Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Jie Chen, Tao Pei, Mingxiao Li, Ci Song, Ting Ma, Feng Lu, Shih-Lung Shaw
An enhanced model for evacuation vulnerability assessment in urban areas. Comput. Environ. Urban Syst. 84 (2020)
Shifen Cheng, Peng Peng, Feng Lu
A lightweight ensemble spatiotemporal interpolation model for geospatial data. Int. J. Geogr. Inf. Sci. 34 (9) (2020)
Peng Peng, Feng Lu
Mapping the Port Influence Diffusion Patterns: A Case Study of Rotterdam, Antwerp and Singapore. ICCS (4) (2020)
Hongchu Yu, Zhixiang Fang, Feng Lu, Alan T. Murray, Zhiyuan Zhao, Yang Xu, Xiping Yang
Massive Automatic Identification System Sensor Trajectory Data-Based Multi-Layer Linkage Network Dynamics of Maritime Transport along 21st-Century Maritime Silk Road. Sensors 19 (19) (2019)
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting. Knowl. Based Syst. 180 (2019)
Peixiao Wang, Sheng Wu, Hengcai Zhang, Feng Lu
Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity. ISPRS Int. J. Geo Inf. 8 (11) (2019)
Peixiao Wang, Hongen Wang, Hengcai Zhang, Feng Lu, Sheng Wu
A Hybrid Markov and LSTM Model for Indoor Location Prediction. IEEE Access 7 (2019)
Mingxiao Li, Song Gao, Feng Lu, Hengcai Zhang
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data. Comput. Environ. Urban Syst. 77 (2019)
Kang Liu, Song Gao, Feng Lu
Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling. Comput. Environ. Urban Syst. 74 (2019)
Peiyuan Qiu, Jialiang Gao, Li Yu, Feng Lu
Knowledge Embedding with Geospatial Distance Restriction for Geographic Knowledge Graph Completion. ISPRS Int. J. Geo Inf. 8 (6) (2019)
Li Yu, Peiyuan Qiu, Jialiang Gao, Feng Lu
A Knowledge-Based Filtering Method for Open Relations among Geo-Entities. ISPRS Int. J. Geo Inf. 8 (2) (2019)
Li Yu, Peiyuan Qiu, Xiliang Liu, Feng Lu, Bo Wan
A holistic approach to aligning geospatial data with multidimensional similarity measuring. Int. J. Digit. Earth 11 (8) (2018)
Guo-Rong Cai, Songzhi Su, Chengcai Leng, Yun-Dong Wu, Feng Lu
A Robust Transform Estimator Based on Residual Analysis and Its Application on UAV Aerial Images. Remote. Sens. 10 (2) (2018)
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting. ISPRS Int. J. Geo Inf. 7 (6) (2018)
Shifen Cheng, Feng Lu
Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity. EDBT/ICDT Workshops (2018)
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity. Comput. Environ. Urban Syst. 71 (2018)
Jie Chen, Tao Pei, Shih-Lung Shaw, Feng Lu, Mingxiao Li, Shifen Cheng, Xiliang Liu, Hengcai Zhang
Fine-grained prediction of urban population using mobile phone location data. Int. J. Geogr. Inf. Sci. 32 (9) (2018)
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data. IEEE Trans. Intell. Transp. Syst. 18 (5) (2017)
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu, Mengdi Liao, Ren Yang
SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis. PredictGIS@SIGSPATIAL (2017)
Xiliang Liu, Li Yu, Kang Liu, Peng Peng, Shifen Cheng, Mengdi Liao, Feng Lu
ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing. IF&GIS (2017)
Shifen Cheng, Feng Lu
A Two-Step Method for Missing Spatio-Temporal Data Reconstruction. ISPRS Int. J. Geo Inf. 6 (7) (2017)
Kang Liu, Song Gao, Peiyuan Qiu, Xiliang Liu, Bo Yan, Feng Lu
Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes. ISPRS Int. J. Geo Inf. 6 (11) (2017)
Hengcai Zhang, Feng Lu
GSMNet: A Hierarchical Graph Model for Moving Objects in Networks. ISPRS Int. J. Geo Inf. 6 (3) (2017)
Hengcai Zhang, Feng Lu, Jianqiu Xu
Modeling and Querying Moving Objects with Social Relationships. ISPRS Int. J. Geo Inf. 5 (7) (2016)
Li Yu, Xiliang Liu, Mingxiao Li, Peng Peng, Feng Lu
A holistic framework of geographical semantic web aligning. GIR (2016)
Li Yu, Feng Lu, Xueying Zhang, Xiliang Liu
Context Enhanced Keyword Extraction for Sparse Geo-Entity Relation from Web Texts. APWeb Workshops (2016)
Jinhai Chen, Feng Lu, Mingxiao Li, Pengfei Huang, Xiliang Liu, Qiang Mei
Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data. DMBD (2016)
Xiliang Liu, Li Yu, Peng Peng, Feng Lu
A Stacked Generalization Framework for City Traffic Related Geospatial Data Analysis. APWeb Workshops (2016)
Hengcai Zhang, Feng Lu, Jie Chen
A Line Graph-Based Continuous Range Query Method for Moving Objects in Networks. ISPRS Int. J. Geo Inf. 5 (12) (2016)
Hengcai Zhang, Feng Lu, Jie Chen
A Geo-Social Data Model for Moving Objects. DMBD (2016)
Ziliang Zhao, Shih-Lung Shaw, Yang Xu, Feng Lu, Jie Chen, Ling Yin
Understanding the bias of call detail records in human mobility research. Int. J. Geogr. Inf. Sci. 30 (9) (2016)
Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu
Exploring urban travel routes' characteristics from a geometric perspective. Geoinformatics (2016)
Xiliang Liu, Feng Lu
ST-CRF: A Novel Map Matching Approach for Low-frequency Floating Car Data. IWGS (2015)
Jianqin Zhang, Peiyuan Qiu, Yingchao Duan, Mingyi Du, Feng Lu
A space-time visualization analysis method for taxi operation in Beijing. J. Vis. Lang. Comput. 31 (2015)
Peiyuan Qiu, Feng Lu, Hengcai Zhang
Extracting traffic information from web texts with a D-S evidence theory based approach. Geoinformatics (2013)
Xiliang Liu, Feng Lu, Hengcai Zhang, Peiyuan Qiu
Estimating Beijing's travel delays at intersections with floating car data. CTS@SIGSPATIAL (2012)
Liang Zhou, Feng Lu, Hengcai Zhang
Evaluating road selectivity of urban-trip based on dynamic betweenness centrality. Geoinformatics (2012)