Graph based embedding learning of trajectory data for transportation mode recognition by fusing sequence and dependency relations
出版年份 2023 全文链接
标题
Graph based embedding learning of trajectory data for transportation mode recognition by fusing sequence and dependency relations
作者
关键词
-
出版物
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
Volume -, Issue -, Pages 1-24
出版商
Informa UK Limited
发表日期
2023-10-11
DOI
10.1080/13658816.2023.2268668
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Knowledge fusion enhanced graph neural network for traffic flow prediction
- (2023) Shun Wang et al. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
- Detecting interchanges in road networks using a graph convolutional network approach
- (2022) Min Yang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Assessing the role of geographic context in transportation mode detection from GPS data
- (2022) Avipsa Roy et al. Journal of Transport Geography
- Predicting individuals' car accident risk by trajectory, driving events, and geographical context
- (2022) Livio Brühwiler et al. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS
- Fine-grained crowd distribution forecasting with multi-order spatial interactions using mobile phone data
- (2022) Mingxiao Li et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- The Long-Term effects of COVID-19 on travel behavior in the United States: A panel study on work from home, mode choice, online shopping, and air travel
- (2022) Mohammadjavad Javadinasr et al. TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR
- Ensembled masked graph autoencoders for link anomaly detection in a road network considering spatiotemporal features
- (2022) Wenhao Yu et al. INFORMATION SCIENCES
- A spatial model of cognitive distance in cities
- (2021) Ed Manley et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- NDGCN: Network in Network, Dilate Convolution and Graph Convolutional Networks Based Transportation Mode Recognition
- (2021) Yanjun Qin et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Using information entropy and a multi-layer neural network with trajectory data to identify transportation modes
- (2021) Qingying Yu et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Assessment of personal exposure to PM for multiple transportation modes
- (2021) Yonghong Liu et al. TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT
- Incorporating active transportation modes in large scale urban modeling to inform sustainable urban development
- (2021) Cong Cong et al. COMPUTERS ENVIRONMENT AND URBAN SYSTEMS
- The effect of human mobility and control measures on the COVID-19 epidemic in China
- (2020) Moritz U. G. Kraemer et al. SCIENCE
- A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence
- (2020) Ximeng Cheng et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- A Comprehensive Survey on Graph Neural Networks
- (2020) Zonghan Wu et al. IEEE Transactions on Neural Networks and Learning Systems
- Representation and analytical models for location-based big data
- (2019) Xiaobai A. Yao et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- A graph convolutional neural network for classification of building patterns using spatial vector data
- (2019) Xiongfeng Yan et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Modeling Local and Global Behavior for Trajectory Classification using Graph Based Algorithm
- (2019) Rajkumar Saini et al. PATTERN RECOGNITION LETTERS
- A regionalization method for clustering and partitioning based on trajectories from NLP perspective
- (2019) Yizhuo Li et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Road network generalization considering traffic flow patterns
- (2019) Wenhao Yu et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond
- (2019) Krzysztof Janowicz et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Semi-Supervised Deep Learning Approach for Transportation Mode Identification Using GPS Trajectory Data
- (2019) Sina Dabiri et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Discovering Frequent Movement Paths From Taxi Trajectory Data Using Spatially Embedded Networks and Association Rules
- (2018) Wenhao Yu IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- A context-based geoprocessing framework for optimizing meetup location of multiple moving objects along road networks
- (2018) Shaohua Wang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Inferring transportation modes from GPS trajectories using a convolutional neural network
- (2018) Sina Dabiri et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- A methodology with a distributed algorithm for large-scale trajectory distribution prediction
- (2018) QiuLei Guo et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Automatic change detection in lane-level road networks using GPS trajectories
- (2017) Xue Yang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- A spatial fuzzy influence diagram for modelling spatial objects’ dependencies: a case study on tree-related electric outages
- (2017) Zhe Zhang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Identifying Different Transportation Modes from Trajectory Data Using Tree-Based Ensemble Classifiers
- (2017) Zhibin Xiao et al. ISPRS International Journal of Geo-Information
- Multi-granularity periodic activity discovery for moving objects
- (2016) Guan Yuan et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Applying Machine Learning Techniques to Transportation Mode Recognition Using Mobile Phone Sensor Data
- (2015) Arash Jahangiri et al. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
- Analysis of human mobility patterns from GPS trajectories and contextual information
- (2015) Katarzyna Siła-Nowicka et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Predicting human mobility with activity changes
- (2015) Wei Huang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Trajectory Data Mining
- (2015) Yu Zheng ACM Transactions on Intelligent Systems and Technology
- Semantic trajectories modeling and analysis
- (2013) Christine Parent et al. ACM COMPUTING SURVEYS
- Smart cities of the future
- (2012) M. Batty et al. European Physical Journal-Special Topics
- Transportation mode-based segmentation and classification of movement trajectories
- (2012) Filip Biljecki et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started