this paper summarizes the storage solutions of spatial and temporal data,briefly analyzes the shortcomings of the current storage solutions.This paper designs a spatio-temporal data storage structure base on Redis.Finally,taking the trajectory data of moving objects as example,the structure of data ...
To support these needs in the community, we present SciSciNet, a large-scale open data lake for the science of science research. The data lake not only incorporates databases that capture scientific publications, researchers, and institutions, but also tracks their linkages to related entities, ra...
We conducted a large-scale human experiment to establish human reference data for pedestrian intention in traffic scenes. We propose models for estimating pedestrian crossing intention and predicting their future trajectory. Our intention estimation model achieves 79% accuracy and our trajectory prediction ...
event regionThe city is facing the unprecedented pressure with the rapid development and the moving population.Some hidden knowledge can be found to service the social with human trajectory data.In this paper,we define a state-ofthe-art concept on fluctuant locations with PCA method and discover ...
Visiontraj: A noise-robust trajectory recovery framework based on large-scale camera network Learning semantic behavior for human mobility trajectory recovery Traj2traj: A road network constrained spatiotemporal interpolation model for traffic trajectory restoration Patr: Periodicity-aware trajectory recovery ...
To the best of our knowledge, this is the first large-scale population-based study using health administrative data that investigated sex and gender effects in TBI outcomes simultaneously. To achieve this goal, we constructed a gender score metric based on information from ICD-10-CA diagnostic cod...
The trajectory pattern of medical expenditures was similar to that of total healthcare expenditures; however, a different pattern was seen for long-term care expenditures. Conclusions Regarding combined medical and long-term care spending of the last 5 years, most patients belonged to a pattern in...
were associated with both AD neuropathology and cognitive trajectory in ROSMAP even after adjustment for neuropathology, and one of them—the M42 matrisome module—was influenced by theAPOElocus. These findings highlight the utility of extending proteomic analytical depth to uncover additional AD-related...
This approach substantially lowers the costs associated with large-scale single-cell studies. As depicted in Fig. 1, our method is designed to deliver cost-effective, semi-profiled single-cell sequencing data, enabling deep exploration of cellular dynamics in large cohorts. In this context, “...
First, given the context of biological data, we utilize and extend a design approach called experiential computing from multimedia information system design. This paradigm combines information visualization and human-computer interaction with algorithms for exploratory analysis of large-scale and complex ...