Browsing by Author Watshara Shoombuatong

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Issue DateTitleAuthor(s)
3-Jan-2022LARGE-SCALE COMPARATIVE REVIEW AND ASSESSMENT OF COMPUTATIONAL METHODS FOR PHAGE VIRION PROTEINS IDENTIFICATIONMuhammad Kabir; Chanin Nantasenamat; Sakawrat Kanthawong; Phasit Charoenkwan; Watshara Shoombuatong
1-Oct-2020Meta-iPVP: a sequence-based meta-predictor for improving the prediction of phage virion proteins using effective feature representationPhasit Charoenkwan; Chanin Nantasenamat; Md Mehedi Hasan; Watshara Shoombuatong
1-Sep-2022NEPTUNE: A novel computational approach for accurate and large-scale identification of tumor homing peptidesPhasit Charoenkwan; Nalini Schaduangrat; Pietro Lio'; Mohammad Ali Moni; Balachandran Manavalan; Watshara Shoombuatong
1-Dec-2021A novel sequence-based predictor for identifying and characterizing thermophilic proteins using estimated propensity scores of dipeptidesPhasit Charoenkwan; Warot Chotpatiwetchkul; Vannajan Sanghiran Lee; Chanin Nantasenamat; Watshara Shoombuatong
10-Oct-2013Predicting protein crystallization using a simple scoring card methodWatshara Shoombuatong; Hui Ling Huang; Jeerayut Chaijaruwanich; Phasit Charoenkwan; Hua Chin Lee; Shinn Ying Ho
2010Prediction of disulfide bond formation using graphical models = การทำนายการเกิดพันธะไดซัลไฟด์โดยใช้แบบจำลองเชิงกราฟ / Watshara ShoombuatongWatshara Shoombuatong
1-Mar-2013Prediction of human leukocyte antigen gene using κ-nearest neighbour classifier based on spectrum kernelWatshara Shoombuatong; Panuwat Mekhac; Kitsana Waiyamai; Supapon Cheevadhanarak; Jeerayut Chaijaruwanich
1-Jul-2011Prediction of the disulphide bonding state of cysteines in proteins using Conditional Random FieldsWatshara Shoombuatong; Patrinee Traisathit; Sukon Prasitwattanaseree; Chatchai Tayapiwatana; Robert Cutler; Jeerayut Chaijaruwanich
3-Feb-2020PVPred-SCM: Improved Prediction and Analysis of Phage Virion Proteins Using a Scoring Card MethodPhasit Charoenkwan; Sakawrat Kanthawong; Nalini Schaduangrat; Janchai Yana; Watshara Shoombuatong
3-Jan-2022RECENT DEVELOPMENT OF MACHINE LEARNING-BASED METHODS FOR THE PREDICTION OF DEFENSIN FAMILY AND SUBFAMILYPhasit Charoenkwan; Nalini Schaduangrat; S. M. Hasan Mahmud; Orawit Thinnukool; Watshara Shoombuatong
1-Feb-2022Review and Comparative Analysis of Machine Learning-based Predictors for Predicting and Analyzing Anti-angiogenic PeptidesPhasit Charoenkwan; Wararat Chiangjong; Md Mehedi Hasan; Chanin Nantasenamat; Watshara Shoombuatong
1-Jul-2022SAPPHIRE: A stacking-based ensemble learning framework for accurate prediction of thermophilic proteinsPhasit Charoenkwan; Nalini Schaduangrat; Mohammad Ali Moni; Pietro Lio’; Balachandran Manavalan; Watshara Shoombuatong
3-Sep-2013SCMCRYS: Predicting Protein Crystallization Using an Ensemble Scoring Card Method with Estimating Propensity Scores of P-Collocated Amino Acid PairsPhasit Charoenkwan; Watshara Shoombuatong; Hua Chin Lee; Jeerayut Chaijaruwanich; Hui Ling Huang; Shinn Ying Ho
13-Sep-2022SCMRSA: A New Approach for Identifying and Analyzing Anti-MRSA Peptides Using Estimated Propensity Scores of DipeptidesPhasit Charoenkwan; Sakawrat Kanthawong; Nalini Schaduangrat; Pietro Li'; Mohammad Ali Moni; Watshara Shoombuatong
1-Jan-2022SCMTHP: A New Approach for Identifying and Characterizing of Tumor-Homing Peptides Using Estimated Propensity Scores of Amino AcidsPhasit Charoenkwan; Wararat Chiangjong; Chanin Nantasenamat; Mohammad Ali Moni; Pietro Lio’; Balachandran Manavalan; Watshara Shoombuatong
1-Dec-2022SCORPION is a stacking-based ensemble learning framework for accurate prediction of phage virion proteinsSaeed Ahmad; Phasit Charoenkwan; Julian M.W. Quinn; Mohammad Ali Moni; Md Mehedi Hasan; Pietro Lio’; Watshara Shoombuatong
1-Jan-2015Sequence based human leukocyte antigen gene prediction using informative physicochemical propertiesWatshara Shoombuatong; Panuwat Mekha; Jeerayut Chaijaruwanich
1-Aug-2022StackDPPIV: A novel computational approach for accurate prediction of dipeptidyl peptidase IV (DPP-IV) inhibitory peptidesPhasit Charoenkwan; Chanin Nantasenamat; Md Mehedi Hasan; Mohammad Ali Moni; Pietro Lio'; Balachandran Manavalan; Watshara Shoombuatong
1-Oct-2021StackHCV: a web-based integrative machine-learning framework for large-scale identification of hepatitis C virus NS5B inhibitorsAijaz Ahmad Malik; Warot Chotpatiwetchkul; Chuleeporn Phanus-umporn; Chanin Nantasenamat; Phasit Charoenkwan; Watshara Shoombuatong
5-Nov-2021StackIL6: a stacking ensemble model for improving the prediction of IL-6 inducing peptidesPhasit Charoenkwan; Wararat Chiangjong; Chanin Nantasenamat; Md Mehedi Hasan; Balachandran Manavalan; Watshara Shoombuatong