Some remarks on predicting multi-label attributes in molecular biosystems.

By Kuo-Chen Chou. Molecular Biosystems, 2013

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iEnhancer-2L: a two-layer predictor for identifying enhancers and their strength by pseudo k-tuple nucleotide composition (2016, background): “For the multi-label systems whose emergence has become more frequent in system biology (Chou et al., 2012; Lin et al., 2013; Wang et al., 2015; Xiao et al., 2011) and system medicine (Xiao et al., 2013), a completely di�erent set of metrics is needed as elaborated in Chou (2013).”
Impacts of bioinformatics to medicinal chemistry. (2015, background): “Proteins with multiple functions or dynamic feature of this kind are called multiplex proteins [130,131], which are particularly interesting because they are often the special targets for drug development [132].”
pSuc-Lys: Predict lysine succinylation sites in proteins with PseAAC and ensemble random forest approach. (2016, background): “For the multi-label systems whose emergence has become more frequent in system biology [75-77] and system medicine [78], a completely different set of metrics is needed as elaborated in [79].”