Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)
Sign Up to like & getrecommendations! Published in 2018 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2018.08.004
Abstract: Abstract In the big data and Manufacturing 4.0 era, there is a growing interest in using advanced analytical platforms to develop predictive modeling approaches that take advantage of the wealthy of data available. Typically, practitioners… read more here.
Keywords: informed decisions; framework; predictive analytics; analytics comparison ... See more keywords
A comparison framework and guideline of clustering methods for mass cytometry data
Sign Up to like & getrecommendations! Published in 2019 at "Genome Biology"
DOI: 10.1186/s13059-019-1917-7
Abstract: BackgroundWith the expanding applications of mass cytometry in medical research, a wide variety of clustering methods, both semi-supervised and unsupervised, have been developed for data analysis. Selecting the optimal clustering method can accelerate the identification… read more here.
Keywords: mass cytometry; clustering methods; cytometry data; comparison framework ... See more keywords