23 citations · 44 across the 10 of their papers we have counts for
4 papers · 1 filter
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic
Zhe Fei, Yevgen Ryeznik, Oleksandr Sverdlov +2
In the era of big data, standard analysis tools may be inadequate for making inference and there is a growing need for more efficient and innovative ways to collect, process, analy…
Orthogonal Subsampling for Big Data Linear Regression
Lin Wang, Jake Elmstedt, Weng Kee Wong +1
The dramatic growth of big datasets presents a new challenge to data storage and analysis. Data reduction, or subsampling, that extracts useful information from datasets is a cruci…
Exploration Enhancement of Nature-Inspired Swarm-based Optimization Algorithms
Kwok Pui Choi, Enzio Hai Hong Kam, Tze Leung Lai +2
Nature-inspired swarm-based algorithms have been widely applied to tackle high-dimensional and complex optimization problems across many disciplines. They are general purpose optim…
Statistical Analysis of Complex Computer Models in Astronomy
Joshua Lukemire, Qian Xiao, Abhyuday Mandal +1
We introduce statistical techniques required to handle complex computer models with potential applications to astronomy. Computer experiments play a critical role in almost all fie…