专题：Human Mobility and Location-Based Analysis

This cluster of papers focuses on understanding human mobility patterns using various sources of data such as GPS, mobile phone, and smart card data. It explores topics related to transportation modes, urban analysis, population movements, and travel behavior. The research aims to uncover the spatial and temporal dynamics of human mobility at both individual and collective levels.
最新文献
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset

article Full Text OpenAlex

Transport equity and COVID-19: a systematic review of accessibility and policy implications

article Full Text OpenAlex

A Survey on Diffusion Models for Time Series and Spatio-Temporal Data

article Full Text OpenAlex

Unraveling the nexus between spatial quality and buzz behavior: Analyzing geo-tagged social media and multisource spatial data using text mining and XGBoost

article Full Text OpenAlex

Passenger flow simulation model for urban rail transit hubs based on cellular automata and multi-agent systems

article Full Text OpenAlex

A comprehensive review of traffic flow forecasting based on deep learning

article Full Text OpenAlex

Low sparsity, high granularity: Making the most of smartphones and smartwatches for mobility and well-being policy-making

article Full Text OpenAlex

Digital geographies II: All about AI. What’s old? What’s new? Where to?

article Full Text OpenAlex

Artificial intelligence revolution in urban planning: a 30-year journey a review

article Full Text OpenAlex

HUTFormer: Hierarchical U-Net transformer for long-term traffic forecasting

article Full Text OpenAlex

近5年高被引文献
Graph neural network for traffic forecasting: A survey

article Full Text OpenAlex 1130 FWCI112.6359

Future smart cities: requirements, emerging technologies, applications, challenges, and future aspects

article Full Text OpenAlex 562 FWCI61.4532

Integration of IoT-Enabled Technologies and Artificial Intelligence (AI) for Smart City Scenario: Recent Advancements and Future Trends

review Full Text OpenAlex 541 FWCI87.2509

Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning

article Full Text OpenAlex 494 FWCI69.9004

Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks

article Full Text OpenAlex 472 FWCI76.2274

Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review

review Full Text OpenAlex 457 FWCI73.5948

TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

preprint Full Text OpenAlex 419 FWCI0

Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey

article Full Text OpenAlex 377 FWCI59.3044

Smart cities: Fusion-based intelligent traffic congestion control system for vehicular networks using machine learning techniques

article Full Text OpenAlex 328 FWCI34.885

Algorithmic urban planning for smart and sustainable development: Systematic review of the literature

article Full Text OpenAlex 320 FWCI127.1374