| SPY: A novel resampling method for improving classification performance in imbalanced data XT Dang, DH Tran, O Hirose, K Satou 2015 seventh international conference on knowledge and systems engineering …, 2015 | 27 | 2015 |
| PAAQD: Predicting immunogenicity of MHC class I binding peptides using amino acid pairwise contact potentials and quantum topological molecular similarity descriptors T Saethang, O Hirose, I Kimkong, VA Tran, XT Dang, LAT Nguyen, TKT Le, ... Journal of immunological methods 387 (1-2), 293-302, 2013 | 26 | 2013 |
| EpicCapo: epitope prediction using combined information of amino acid pairwise contact potentials and HLA-peptide contact site information T Saethang, O Hirose, I Kimkong, VA Tran, XT Dang, LAT Nguyen, TKT Le, ... BMC bioinformatics 13, 1-12, 2012 | 13 | 2012 |
| A novel over-sampling method and its application to cancer classification from gene expression data XT Dang, O Hirose, DH Bui, T Saethang, VA Tran, LAT Nguyen, TKT Le, ... Chem-Bio Informatics Journal 13, 19-29, 2013 | 11 | 2013 |
| A novel over-sampling method and its application to miRNA prediction XT Dang, O Hirose, T Saethang, VA Tran, LAT Nguyen, TKT Le, M Kubo, ... Journal of Biomedical Science and Engineering 6 (02), 236, 2013 | 10 | 2013 |
| Predicting Βeta-Turns and Βeta-Turn Types Using a Novel Over-Sampling Approach LAT Nguyen, XT Dang, TKT Le, T Saethang, VA Tran, DL Ngo, S Gavrilov, ... Journal of Biomedical Science and Engineering 7 (11), 927, 2014 | 8 | 2014 |
| D-impact: A data preprocessing algorithm to improve the performance of clustering VA Tran, O Hirose, T Saethang, LAT Nguyen, XT Dang, TKT Le, DL Ngo, ... Journal of Software Engineering and Applications 2014, 2014 | 7 | 2014 |
| Improving the prediction of protein-protein interaction sites using a novel over-sampling approach and predicted shape strings LAT Nguyen, O Hirose, XT Dang, TKT Le, T Saethang, VA Tran, M Kubo, ... Annual Research & Review in Biology 3 (2), 92-106, 2013 | 5 | 2013 |
| Imbalance in learning chest X-ray images for COVID-19 detection DX Tho, DN Anh Soft Computing: Biomedical and Related Applications, 107-119, 2021 | 4 | 2021 |
| Feature analysis for imbalanced learning DN Anh, BD Hung, PQ Huy, DX Tho Journal of Advanced Computational Intelligence and Intelligent Informatics …, 2020 | 3 | 2020 |
| IMPACT: A Novel Clustering Algorithm based on Attraction. VA Tran, JC Clemente, DT Nguyen, J Li, XT Dang, TTK Le, TLA Nguyen, ... J. Comput. 7 (3), 653-665, 2012 | 2 | 2012 |
| Implementation of SMOTE and VGG-16 for COVID-19 Radiography XT Dang, NA Dao Intelligent Systems and Networks: Selected Articles from ICISN 2022, Vietnam …, 2022 | 1 | 2022 |
| Deep learning-based imbalanced data classification for chest X-Ray image analysis DX Tho, DN Anh Intelligent Systems and Networks: Selected Articles from ICISN 2021, Vietnam …, 2021 | 1 | 2021 |
| Relabeling with mask-S for imbalanced class distribution BD Hung, DN Anh, DX Tho Frontiers in Intelligent Computing: Theory and Applications: Proceedings of …, 2020 | 1 | 2020 |
| Prediction of autism-related genes using a new clustering-based under-sampling method XT Dang, DH Bui, TH Nguyen, TQV Nguyen, DH Tran 2019 11th International Conference on Knowledge and Systems Engineering (KSE …, 2019 | 1 | 2019 |
| Predicting residue contacts for protein-protein interactions by integration of multiple information TKT Le, O Hirose, VA Tran, T Saethang, LAT Nguyen, XT Dang, DL Ngo, ... Journal of Biomedical Science and Engineering 2014, 2014 | 1 | 2014 |
| Chest X-Ray Image Analysis with ResNet50, SMOTE and SafeSMOTE NA Dao, XT Dang Biomedical and Other Applications of Soft Computing, 191-202, 2022 | | 2022 |
| A New Computational Method Based on Heterogeneous Network for Predicting MicroRNA-Disease Associations T Van Thai, DH Bui, XT Dang, TP Nguyen, DH Tran, TD Luong Soft Computing for Biomedical Applications and Related Topics, 205-219, 2021 | | 2021 |
| BAM: BORDER ADJUSTMENT METHOD IMPROVE THE EFFICIENCY OF IMBALANCED BIOLOGICAL DATA CLASSIFICATION TH Nguyen, XT Dang | | 2019 |
| Phương pháp mới dựa trên vùng an toàn nâng cao hiệu quả phân lớp dữ liệu mất cân bằng B Dương Hưng, N Thị Hồng, Đ Xuân Thọ Tạp chí Khoa học và Giáo dục, 149, 2018 | | 2018 |
Osamu HiroseAssociate Professor, Kanazawa UniversityVerified email at se.kanazawa-u.ac.jp
