937 citations · 4.5k across the 100 of their papers we have counts for
5 papers · 2 filters
Supervised Learning of the Global Risk Network Activation from Media Event Reports
Xiang Niu, Gyorgy Korniss, Boleslaw K. Szymanski
The World Economic Forum (WEF) publishes annual reports on global risks which have the high impact on the world's economy. Currently, many researchers analyze the modeling and evol…
A partial knowledge of friends of friends speeds social search
Amr Elsisy, Boleslaw K. Szymanski, Jasmine A. Plum +2
Milgram empirically showed that people knowing only connections to their friends could locate any person in the U.S. in a few steps. Later research showed that social network topol…
Regularized Stochastic Block Model for robust community detection in complex networks
Xiaoyan Lu, Boleslaw K. Szymanski
The stochastic block model is able to generate different network partitions, ranging from traditional assortative communities to disassortative structures. Since the degree-correct…
Predicting complex user behavior from CDR based social networks
Casey Doyle, Zala Herga, Stephen Dipple +3
Call Detail Record (CDR) datasets provide enough information about personal interactions to support building and analyzing detailed empirical social networks. We take one such data…
Asymptotic resolution bounds of generalized modularity and multi-scale community detection
Xiaoyan Lu, Brendan Cross, Boleslaw K. Szymanski
The maximization of generalized modularity performs well on networks in which the members of all communities are statistically indistinguishable from each other. However, there is…