Gel, Yulia R.
Yulia R. Gel is a Professor in the Depatment of Mathematical Sciences. She is also a Fellow of the American Statistical Association. Her research interests include:
- Statistical foundation of data science; machine learning; nonparametrics; high-dimensional data inference
- Graph mining; inference for random graphs and complex networks: uncertainty quantification in network analysis, bootstrap on networks, network motif and tensor analysis, data depth on networks
- Time series analysis; spatio-temporal processes; time series of graphs
- Climate informatics; healthcare, finance, and business predictive analytics
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Over the last couple of years, Bitcoin cryptocurrency and the Blockchain technology that forms the basis of Bitcoin have witnessed a flood of attention. In contrast to fiat currencies used worldwide, the Bitcoin distributed ...
Modern customer analytics offers retailers a variety of unprecedented opportunities to enhance customer intelligence solutions by tracking individual clients and their peers and studying clientele behavioral patterns. While ...
(Springer Nature, 2018-08-20)We propose a new method of nonparametric bootstrap to quantify estimation uncertainties in functions of network degree distribution in large ultra sparse networks. Both network degree distribution and network order are ...