本文总结了KDD2024有关时空数据(Spatial-temporal) 的ADS(Applied Data Science)相关论文,如有疏漏,欢迎大家补充。 时空数据Topic:时空(交通)预测, 生成,拥堵预测,定价预测,气象预测,轨迹生成,预测,异常检测,信控优化等 ADS track中有2个session中与时空数据(城市计算)紧密相关:Spatiotemporal Applications 与 Urban Mo...
14. DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference Spatio-temporal Data 15. Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction 16. MulSTE: A Multi-view Spatio-temporal Learning Framework with Heterogeneous Event Fusion ...
为了完成在 spatial temporal graph 上的卷积操作,我们也需要 the sampling function,and the weight function. 因为 temporal axis 的次序是显然的,我们直接将 label maplSTlST定义为: 3.4. Partition Strategies. 给定spatial temporal graph convolution 的高层定义,设计一种 partitioning strategy 来执行 the label ma...
A single-cell map of the full-thickness human uterus To generate a cellular map of the human endometrium that accounts for the temporal and spatial changes across the menstrual cycle, uterine samples were analyzed by single-cell transcriptomics—single-cell RNA sequencing (scRNA-seq) and single-nu...
months with the same total precipitation may have different fire activity if the precipitation falls concentrated in a few days or is distributed throughout the month. Furthermore, the short temporal sampling period of the burned area data could also be influencing our results. Locations with long...
Here's an example mesh caching strategy, using spatial and temporal hysteresis: Consider an application that wishes to use a frustum-shaped spatial volume of interest that follows the user's gaze as they look around and walk around. A spatial surface may disappear temporarily from this volume si...
FILE='filespec' A map specification file is a .mplan file created with theSPATIAL MAPSPECcommand. The file specification must be enclosed in quotation marks. Parent topic:SPATIAL TEMPORAL PREDICTION Related information SPATIAL MAPSPEC
In contrast with the preceding paper that just looked at temporal effects and ignored spatial differences, Bilonick (1983) considered a purely spatial analysis whose purpose was to construct, for each month within the data period, a map of mean H + (hydrogen ion) concentrations in units...
Spatial Temporal Graph ConvNet: Pipeline 整个模型的输入到输出,输入是一段人体关节的3D或2D坐标所构成的图结点,之后是多层的spatial-temporal graph convolution 操作, 会生成high-level的特征图, 最后会通过一层softmax 分类器计算出对应的动作类别。 Skeleton Graph Construction Skeleton Graph Construction 骨骼图的...