AIMC Topic: Araceae

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Machine learning-driven discovery of bioactive peptides from duckweed (Lemnaceae) protein hydrolysates: Identification and experimental validation of 20 novel antihypertensive, antidiabetic, and/or antioxidant peptides.

Food chemistry Mar 28, 2025
Duckweed, a sustainable, protein-rich aquatic plant, has recently emerged as a promising source of bioactive peptides. However, their identification remains limited and challenging in such complex mixtures. Following duckweed hydrolysis with pepsin, ...
Humans Peptides Antioxidants Plant Extracts Hypoglycemic Agents Antihypertensive Agents Plant Proteins Angiotensin-Converting Enzyme Inhibitors Quantitative Structure-Activity Relationship Protein Hydrolysates Dipeptidyl-Peptidase IV Inhibitors Araceae
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Variable importance for sustaining macrophyte presence via random forests: data imputation and model settings.

Scientific reports Sep 28, 2018
Data sets plagued with missing data and performance-affecting model parameters represent recurrent issues within the field of data mining. Via random forests, the influence of data reduction, outlier and correlated variable removal and missing data i...
Machine Learning Computer Simulation Temperature Ecosystem Models, Biological Hydrogen-Ion Concentration Data Mining Probability Araceae Nuphar
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