Ya-Sen Jiao

Performance measures in evaluating machine learning based bioinformatics predictors for classifications

Ya-Sen Jiao, Pu-Feng Du · Quantitative Biology · 2016 · 298 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +25

PseAAC-General: Fast Building Various Modes of General Form of Chou’s Pseudo-Amino Acid Composition for Large-Scale Protein Datasets

Pu-Feng Du, Shuwang Gu, Ya-Sen Jiao · International Journal of Molecular Sciences · 2014 · 284 citations · Full text

Amino Acids, Structural Bioinformatics, Biomolecular Structure Prediction +19

Prediction of Golgi-resident protein types using general form of Chou's pseudo-amino acid compositions: Approaches with minimal redundancy maximal relevance feature selection

Ya-Sen Jiao, Pu-Feng Du · Journal of Theoretical Biology · 2016 · 57 citations · Full text

Pseudo-amino Acid Compositions, Biochemistry, General Form +14

Predicting protein submitochondrial locations by incorporating the positional-specific physicochemical properties into Chou's general pseudo-amino acid compositions

Ya-Sen Jiao, Pu-Feng Du · Journal of Theoretical Biology · 2017 · 45 citations

Protein Chemistry, Protein Assembly, Biochemistry +12

Predicting Golgi-resident protein types using pseudo amino acid compositions: Approaches with positional specific physicochemical properties

Ya-Sen Jiao, Pu-Feng Du · Journal of Theoretical Biology · 2015 · 39 citations

Protein Chemistry, Biochemistry, Biomolecular Structure Prediction +11