32 citations · 115 across the 11 of their papers we have counts for
11 papers
Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference
Zhifeng Hao, Kai Hu, Juncai Zhang +2
Traffic prediction is difficult due to the complex interplay of temporal evolution, spatial interactions, and delayed spatio-temporal propagation over road networks. Existing metho…
Network approach reveals the spatiotemporal influence of traffic to air pollution under the COVID-19
Weiping Wang, Saini Yang, Kai Yin +3
Air pollution causes widespread environmental and health problems and severely hinders the life quality of urban residents. Traffic is a critical for human life and its emissions a…
Identifying a set of influential spreaders in complex networks
Jian-Xiong Zhang, Duan-Bing Chen, Qiang Dong +1
Identifying a set of influential spreaders in complex networks plays a crucial role in effective information spreading. A simple strategy is to choose top- ranked nodes as sprea…
Bounds of memory strength for power-law series
Fangjian Guo, Dan Yang, Zimo Yang +2
Many time series produced by complex systems are empirically found to follow power-law distributions with different exponents . By permuting the independently drawn samples from…
Dynamic Patterns of Academic Forum Activities
Zhi-Dan Zhao, Ya-Chun Gao, Shi-Min Cai +1
A mass of traces of human activities show rich dynamic patterns. In this article, we comprehensively investigate the dynamic patterns of 50 thousands of researchers' activities in…
Dual-induced multifractality in online viewing activity
Yu-Hao Qin, Zhi-Dan Zhao, Shi-Min Cai +2
Although recent studies have found that the long-term correlations relating to the fat-tailed distribution of inter-event times exist in human activity, and that these correlations…
Non-Markovian Character in Human Mobility: Online and Offline
Zhi-Dan Zhao, Shi-Min Cai, Yang Lu
The dynamics of human mobility characterizes the trajectories humans follow during their daily activities and is the foundation of processes from epidemic spreading to traffic pred…
The dynamic pattern of human attention
Zhi-Dan Zhao, Ya-Chun Gao, Shi-Min Cai
A mass of traces of human activities show diverse dynamic patterns. In this paper, we comprehensively investigate the dynamic pattern of human attention defined by the quantity of…
Emergence of scaling in human-interest dynamics
Zhi-Dan Zhao, Zimo Yang, Zike Zhang +3
Human behaviors are often driven by human interests. Despite intense recent efforts in exploring the dynamics of human behaviors, little is known about human-interest dynamics, par…
Epidemic Variability in Hierarchical Geographical Networks with Human Activity Patterns
Zhi-Dan Zhao, Ying Liu, Ming Tang
Recently, some studies have revealed that non-Poissonian statistics of human behaviors stem from the hierarchical geographical network structure. On this view, we focus on epidemic…
Relative clock demonstrates the endogenous heterogeneity of human dynamics
Tao Zhou, Zhi-Dan Zhao, Zimo Yang +1
The heavy-tailed inter-event time distributions are widely observed in many human-activated systems, which may result from both endogenous mechanisms like the highest-priority-firs…