Shibiao WAN
Title
Cited by
Cited by
Year
GOASVM: a subcellular location predictor by incorporating term-frequency gene ontology into the general form of Chou's pseudo-amino acid composition
S Wan, MW Mak, SY Kung
Journal of theoretical biology 323, 40-48, 2013
1382013
mGOASVM: Multi-label protein subcellular localization based on gene ontology and support vector machines
S Wan, MW Mak, SY Kung
BMC bioinformatics 13 (1), 1-16, 2012
1242012
HybridGO-Loc: mining hybrid features on gene ontology for predicting subcellular localization of multi-location proteins
S Wan, MW Mak, SY Kung
PloS one 9 (3), e89545, 2014
682014
mPLR-Loc: An adaptive decision multi-label classifier based on penalized logistic regression for protein subcellular localization prediction
S Wan, MW Mak, SY Kung
Analytical biochemistry 473, 14-27, 2015
522015
R3P-Loc: A compact multi-label predictor using ridge regression and random projection for protein subcellular localization
S Wan, MW Mak, SY Kung
Journal of theoretical biology 360, 34-45, 2014
432014
Machine learning for protein subcellular localization prediction
S Wan, MW Mak
Walter de Gruyter GmbH & Co KG, 2015
382015
Sparse regressions for predicting and interpreting subcellular localization of multi-label proteins
S Wan, MW Mak, SY Kung
BMC bioinformatics 17 (1), 1-17, 2016
292016
Mem-ADSVM: A two-layer multi-label predictor for identifying multi-functional types of membrane proteins
S Wan, MW Mak, SY Kung
Journal of theoretical biology 398, 32-42, 2016
282016
Transductive learning for multi-label protein subchloroplast localization prediction
S Wan, MW Mak, SY Kung
IEEE/ACM transactions on computational biology and bioinformatics 14 (1 …, 2016
282016
Ensemble linear neighborhood propagation for predicting subchloroplast localization of multi-location proteins
S Wan, MW Mak, SY Kung
Journal of proteome research 15 (12), 4755-4762, 2016
272016
mLASSO-Hum: A LASSO-based interpretable human-protein subcellular localization predictor
S Wan, MW Mak, SY Kung
Journal of theoretical biology 382, 223-234, 2015
272015
Mem-mEN: predicting multi-functional types of membrane proteins by interpretable elastic nets
S Wan, MW Mak, SY Kung
IEEE/ACM transactions on computational biology and bioinformatics 13 (4 …, 2015
232015
FUEL-mLoc: feature-unified prediction and explanation of multi-localization of cellular proteins in multiple organisms
S Wan, MW Mak, SY Kung
Bioinformatics 33 (5), 749-750, 2017
222017
Protein subcellular localization prediction based on profile alignment and Gene Ontology
S Wan, MW Mak, SY Kung
2011 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2011
222011
Adaptive thresholding for multi-label SVM classification with application to protein subcellular localization prediction
S Wan, MW Mak, SY Kung
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
212013
Gram-LocEN: Interpretable prediction of subcellular multi-localization of Gram-positive and Gram-negative bacterial proteins
S Wan, MW Mak, SY Kung
Chemometrics and Intelligent Laboratory Systems 162, 1-9, 2017
202017
B. Support vector machines
S Wan, MW Mak
Machine Learning for Protein Subcellular Localization Prediction, 167-172, 2015
192015
Semantic similarity over gene ontology for multi-label protein subcellular localization
S Wan, MW Mak, SY Kung
Engineering 5 (10), 68, 2013
182013
Ratio utility and cost analysis for privacy preserving subspace projection
M Al, S Wan, SY Kung
arXiv preprint arXiv:1702.07976, 2017
172017
Predicting subcellular localization of multi-location proteins by improving support vector machines with an adaptive-decision scheme
S Wan, MW Mak
International Journal of Machine Learning and Cybernetics 9 (3), 399-411, 2018
162018
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Articles 1–20