SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteins

by Phasit Charoenkwan, Nalini Schaduangrat, Mohammad Ali Moni, Pietro Lio’, Balachandran Manavalan, Watshara Shoombuatong
Published 2022

NEPTUNE: A novel computational approach for accurate and large-scale identification of tumor homing peptides

by Phasit Charoenkwan, Nalini Schaduangrat, Pietro Lio', Mohammad Ali Moni, Balachandran Manavalan, Watshara Shoombuatong
Published 2022

EMPIRICAL COMPARISON AND ANALYSIS OF MACHINE LEARNING-BASED PREDICTORS FOR PREDICTING AND ANALYZING OF THERMOPHILIC PROTEINS

by Phasit Charoenkwan, Nalini Schaduangrat, Md Mehedi Hasan, Mohammad Ali Moni, Pietro Lió, Watshara Shoombuatong
Published 2022

Ibitter‐fuse: A novel sequence‐based bitter peptide predictor by fusing multi‐view features

by Phasit Charoenkwan, Chanin Nantasenamat, Md Mehedi Hasan, Mohammad Ali Moni, Pietro Lio, Watshara Shoombuatong
Published 2022

SCMTHP: A New Approach for Identifying and Characterizing of Tumor-Homing Peptides Using Estimated Propensity Scores of Amino Acids

by Phasit Charoenkwan, Wararat Chiangjong, Chanin Nantasenamat, Mohammad Ali Moni, Pietro Lio’, Balachandran Manavalan, Watshara Shoombuatong
Published 2022

StackDPPIV: A novel computational approach for accurate prediction of dipeptidyl peptidase IV (DPP-IV) inhibitory peptides

by Phasit Charoenkwan, Chanin Nantasenamat, Md Mehedi Hasan, Mohammad Ali Moni, Pietro Lio', Balachandran Manavalan, Watshara Shoombuatong
Published 2022

AMYPred-FRL is a novel approach for accurate prediction of amyloid proteins by using feature representation learning

by Phasit Charoenkwan, Saeed Ahmed, Chanin Nantasenamat, Julian M.W. Quinn, Mohammad Ali Moni, Pietro Lio’, Watshara Shoombuatong
Published 2022

SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteins

by Saeed Ahmad, Phasit Charoenkwan, Julian M.W. Quinn, Mohammad Ali Moni, Md Mehedi Hasan, Pietro Lio’, Watshara Shoombuatong
Published 2022