GeoAI-enhanced community detection on spatial networks with graph deep learning
Bibliographic Data
| ID | 7150569 |
|---|---|
| Authors | Yunlei Liang (University of Wisconsin–Madison), Jiawei Zhu (0000-0001-5708-6704, University of Wisconsin–Madison), Wen Ye (0000-0003-0002-8081, University of Southern California), Song Gao (0000-0003-4359-6302, University of Wisconsin–Madison, corresponding author) |
| Year | 2025 |
| Volume | 117 |
| Pages | 102228 |
| Publication date | 2025-04-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Computers Environment and Urban Systems (JOURNAL) |
| Journal identifiers | ISSN: 0198-9715 • E-ISSN: 1873-7587 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.compenvurbsys.2024.102228 |
| OpenAlex | W4405062201 |
| Language | EN |
| Citations received | 6 |
| References cited | 38 |
Cartography · Data science · Deep learning · Geography · Graph · Complex Network Analysis Techniques · Computer Science · Human Mobility and Location-Based Analysis · Opinion Dynamics and Social Influence · Artificial Intelligence · Theoretical Computer Science
Identifying amenity mixes associated with demographic-group mobility using Region2Vec and residential profile data
Physics-informed graph learning for spatially contiguous and capacity-constrained hospital service area delineation
Spatial patterns and community structures of urban freight
Revealing the hierarchical overlapping urban structure using taxi trajectory data
Identifying Rich Clubs in Spatiotemporal Interaction Networks
Modeling Region Affiliation with Fuzzy Membership Based on Spatial and Social Interactions
Spatial networks
Discovering Spatial Interaction Communities from Mobile Phone D ata
Hierarchical Clustering Schemes
From Louvain to Leiden
Redrawing the Map of Great Britain from a Network of Human Interactions
Reducing the Dimensionality of Data with Neural Networks
GeoAI
Statistical mechanics of complex networks
Understanding intra-urban trip patterns from taxi trajectory data
Multiscale dynamic human mobility flow dataset in the U.S. during the Covid-19 epidemic
Fast unfolding of communities in large networks
Modularity and community structure in networks
Bringing spatial interaction measures into multi-criteria assessment of redistricting plans using interactive web mapping
A Computer Movie Simulating Urban Growth in the Detroit Region
Understanding Place Characteristics in Geographic Contexts through Graph Convolutional Neural Networks
| Unique citing works | 6 |
|---|---|
| Citations per year | 6 |
| Citation span | 2025 - 2026 (2) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 5 |