Hybrid Unsupervised/Supervised Machine Learning for Identifying Molecular Structural Fingerprints From Ensemble Property
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Computational Chemistry"
DOI: 10.1002/jcc.70038
Abstract: The ensemble properties of a system are obtained by averaging over the properties calculated for the various configurations it can have at a finite temperature and thus cannot be captured by a single molecular structure.… read more here.
Keywords: unsupervised supervised; supervised machine; machine learning; structural fingerprints ... See more keywords
Integrated unsupervised-supervised modeling and prediction of protein-peptide affinities at structural level
Sign Up to like & getrecommendations! Published in 2022 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbac097
Abstract: Cell signal networks are orchestrated directly or indirectly by various peptide-mediated protein-protein interactions, which are normally weak and transient and thus ideal for biological regulation and medicinal intervention. Here, we develop a general-purpose method for… read more here.
Keywords: unsupervised supervised; protein peptide; usppia predictor; prediction ... See more keywords
A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Neuroinformatics"
DOI: 10.3389/fninf.2022.1040084
Abstract: Sudden unexpected death of epilepsy (SUDEP) is a catastrophic and fatal complication of epilepsy and is the primary cause of mortality in those who have uncontrolled seizures. While several multifactorial processes have been implicated including… read more here.
Keywords: unsupervised supervised; postictal generalized; supervised learning; eeg suppression ... See more keywords
Evaluation of Arabian Vascular Plant Barcodes (rbcL and matK): Precision of Unsupervised and Supervised Learning Methods towards Accurate Identification
Sign Up to like & getrecommendations! Published in 2021 at "Plants"
DOI: 10.3390/plants10122741
Abstract: Arabia is the largest peninsula in the world, with >3000 species of vascular plants. Not much effort has been made to generate a multi-locus marker barcode library to identify and discriminate the recorded plant species.… read more here.
Keywords: dataset; unsupervised supervised; rbcl matk; plant barcodes ... See more keywords