STGFormer: Spatio-Temporal Graph Transformer for Traffic Flow Prediction in Sparse-Sensing Scenarios. [PDF]
Zhang J, Tan F, Bai W, Peng F, Wang W.
europepmc +1 more source
Behaviorally Adaptive and Inclusive Advanced Driver‐Assistance Systems
Advanced driver‐assistance systems (ADASs) are mapped as evolving human‐centered, adaptive technologies linking sensing, driver monitoring, AR/HUD interfaces, patents, regulation, and inclusive design. The review identifies gaps in real‐world evidence, diverse‐driver validation, gaze metrics, and governance, outlining a roadmap for safer, behaviorally ...
Jana Skirnewskaja +2 more
wiley +1 more source
Multi-Perspective Spatio-Temporal Feature Fusion Model for Urban Traffic Flow Prediction. [PDF]
Marakhimov A +5 more
europepmc +1 more source
ABSTRACT In Australia, governments fund Community Legal Centres (CLCs) as part of the legal assistance sector (LAS) to meet the ‘legal needs’ of people experiencing disadvantage who cannot afford private legal services. Persistent unmet demand for CLCs is well‐documented. As artificial intelligence (AI) is increasingly used in private legal practice to
Catherine Hastings +2 more
wiley +1 more source
Real-time AI-driven trend analytics for smart city digital services using streaming data. [PDF]
Kalpeyeva Z +5 more
europepmc +1 more source
Data fusion-based traffic prediction and software decision support for recreational suburban roads. [PDF]
Afandizadeh S +2 more
europepmc +1 more source
Advancing Short-Term Traffic Flow Forecasting with Representation Learning
Short term traffic forecasting traditional methods generally ignore the stable relationships between roads or fail to adapt when traffic conditions change. This makes predictions less accurate and less useful for managing congestion. This thesis develops artificial intelligence models that balance both stability and adaptability, learning how roads ...
openaire +1 more source
DG-LLM: Decomposition-based dynamic graph adaptation of large language models for spatiotemporal traffic forecasting. [PDF]
Tabassum S, Nower N.
europepmc +1 more source
ABSTRACT Sensory processing atypicalities are highly prevalent in autistic youth; yet, the neural mechanisms underlying these differences are not well understood. While the cerebellum plays a key role in sensorimotor coordination and is structurally and functionally atypical in the autistic brain, it has been overlooked in research investigating ...
Melis E. Cakar +4 more
wiley +1 more source
A spatio-temporal self-supervised meta-learning network with dynamic graph learning for traffic flow forecasting. [PDF]
Qiu Q, Huang Y, Huang X, Zhou W.
europepmc +1 more source

