Material search for Li-ion battery electrolytes through an exhaustive search with a Gaussian process
Sign Up to like & getrecommendations! Published in 2019 at "Chemical Physics Letters"
DOI: 10.1016/j.cplett.2019.136622
Abstract: Abstract When creating an estimation model, determining which variables are efficient is of considerable importance. To strictly select efficient variables, it is necessary to define appropriate criteria for the task and to perform an exhaustive… read more here.
Keywords: exhaustive search; ion battery; search gaussian; gaussian process ... See more keywords
Exhaustive search for epistatic effects on the human methylome
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-13256-9
Abstract: Studies assessing the existence and magnitude of epistatic effects on complex human traits provide inconclusive results. The study of such effects is complicated by considerable increase in computational burden, model complexity, and model uncertainty, which… read more here.
Keywords: search epistatic; epistatic effects; exhaustive search; effects human ... See more keywords
An Exhaustive Search Algorithm to Aid NMR-Based Structure Determination of Rotationally Symmetric Transmembrane Oligomers
Sign Up to like & getrecommendations! Published in 2017 at "Scientific Reports"
DOI: 10.1038/s41598-017-17639-w
Abstract: Nuclear magnetic resonance (NMR) has been an important source of structural restraints for solving structures of oligomeric transmembrane domains (TMDs) of cell surface receptors and viral membrane proteins. In NMR studies, oligomers are assembled using… read more here.
Keywords: transmembrane; nmr; search; rotationally symmetric ... See more keywords
Exhaustive search of linear information encoding protein-peptide recognition
Sign Up to like & getrecommendations! Published in 2017 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1005499
Abstract: High-throughput in vitro methods have been extensively applied to identify linear information that encodes peptide recognition. However, these methods are limited in number of peptides, sequence variation, and length of peptides that can be explored,… read more here.
Keywords: information; peptide recognition; search linear; exhaustive search ... See more keywords
ExhauFS: exhaustive search-based feature selection for classification and survival regression
Sign Up to like & getrecommendations! Published in 2022 at "PeerJ"
DOI: 10.7717/peerj.13200
Abstract: Feature selection is one of the main techniques used to prevent overfitting in machine learning applications. The most straightforward approach for feature selection is an exhaustive search: one can go over all possible feature combinations… read more here.
Keywords: survival regression; feature selection; cancer; feature ... See more keywords