With the fast development of big data systems in recent years, a variety of open-source
benchmarks have been built to evaluate and compare the workloads on these systems, and …

In today's era, the rate at which data is accumulating is exponential, which makes it increas-
ingly challenging to retrieve relevant information. In such a scenario, high-dimensional …

Molecular profiling data based patient stratification plays a key role in clinical decision
making, such as identification of disease subgroups and prediction of treatment responses …

A key research problem in machine learning and statistics today is feature or variable
selection when the number of samples is relatively small to the number of features …