220 citations · 282 across the 8 of their papers we have counts for
4 papers · 1 filter
Representing Big Data as Networks: New Methods and Insights
Jian Xu
Our world produces massive data every day; they exist in diverse forms, from pairwise data and matrix to time series and trajectories. Meanwhile, we have access to the versatile to…
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection
Mandana Saebi, Jian Xu, Lance M. Kaplan +2
Complex systems, represented as dynamic networks, comprise of components that influence each other via direct and/or indirect interactions. Recent research has shown the importance…
Mining Features Associated with Effective Tweets
Jian Xu, Nitesh Chawla
What tweet features are associated with higher effectiveness in tweets? Through the mining of 122 million engagements of 2.5 million original tweets, we present a systematic review…
HoNVis: Visualizing and Exploring Higher-Order Networks
Jun Tao, Jian Xu, Chaoli Wang +1
Unlike the conventional first-order network (FoN), the higher-order network (HoN) provides a more accurate description of transitions by creating additional nodes to encode higher-…