| VISEM-Tracking, a human spermatozoa tracking dataset V Thambawita, SA Hicks, AM Storås, T Nguyen, JM Andersen, O Witczak, ... Scientific data 10 (1), 260, 2023 | 51 | 2023 |
| The impact of data imputation on air quality prediction problem V Hua, T Nguyen, MS Dao, HD Nguyen, BT Nguyen Plos one 19 (9), e0306303, 2024 | 30 | 2024 |
| TATL: Task agnostic transfer learning for skin attributes detection DMH Nguyen, TT Nguyen, H Vu, Q Pham, MD Nguyen, BT Nguyen, ... Medical Image Analysis 78, 102359, 2022 | 25 | 2022 |
| ASMCNN: An efficient brain extraction using active shape model and convolutional neural networks DHM Nguyen, DM Nguyen, TTN Mai, T Nguyen, KT Tran, AT Nguyen, ... Information Sciences 591, 25-48, 2022 | 24 | 2022 |
| Combining datasets to improve model fitting T Nguyen, R Khadka, N Phan, A Yazidi, P Halvorsen, MA Riegler 2023 International Joint Conference on Neural Networks (IJCNN), 2022 | 22 | 2022 |
| Dper: Direct parameter estimation for randomly missing data T Nguyen, KM Nguyen-Duy, DHM Nguyen, BT Nguyen, BA Wade Knowledge-Based Systems 240, 108082, 2022 | 20 | 2022 |
| Epem: Efficient parameter estimation for multiple class monotone missing data T Nguyen, DHM Nguyen, H Nguyen, BT Nguyen, BA Wade Information Sciences 567, 1-22, 2021 | 18 | 2021 |
| Multimodal missing data in healthcare: A comprehensive review and future directions LP Le, T Nguyen, MA Riegler, P Halvorsen, BT Nguyen Computer Science Review 56, 100720, 2025 | 15 | 2025 |
| Conditional expectation with regularization for missing data imputation MA Vu, T Nguyen, TT Do, N Phan, NV Chawla, P Halvorsen, MA Riegler, ... arXiv preprint arXiv:2302.00911, 2023 | 13 | 2023 |
| Principal components analysis based frameworks for efficient missing data imputation algorithms T Nguyen, HT Ly, MA Riegler, P Halvorsen, HL Hammer Asian conference on intelligent information and database systems, 254-266, 2023 | 12 | 2023 |
| Data imputation for multivariate time-series data P Le Lien, TT Do, T Nguyen 2023 15th International Conference on Knowledge and Systems Engineering (KSE …, 2023 | 9 | 2023 |
| Pmf: Efficient parameter estimation for data sets with missing data in some features T Nguyen, NT Phan, HV Hoang, P Halvorsen, MA Riegler, BT Nguyen Available at SSRN 4260235, 2022 | 8 | 2022 |
| Correlation visualization under missing values: a comparison between imputation and direct parameter estimation methods NH Pham, KL Vo, MA Vu, T Nguyen, MA Riegler, P Halvorsen, BT Nguyen International Conference on Multimedia Modeling, 103-116, 2024 | 7 | 2024 |
| Blockwise principal component analysis for monotone missing data imputation and dimensionality reduction TT Do, AM Vu, TL Vo, HT Ly, T Nguyen, S Hicks, P Halvorsen, M Riegler, ... 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | 6 | 2024 |
| Explainability of machine learning models under missing data TL Vo, T Nguyen, LM Lopez-Ramos, HL Hammer, MA Riegler, ... arXiv preprint arXiv:2407.00411, 2024 | 6 | 2024 |
| Medico Multimedia Task at MediaEval 2022: Transparent Tracking of Spermatozoa. V Thambawita, S Hicks, AM Storås, JM Andersen, O Witczak, TB Haugen, ... MediaEval, 2022 | 6 | 2022 |
| Faster feature selection with a Dropping Forward-Backward algorithm T Nguyen arXiv:1910.08007, 2019 | 6 | 2019 |
| Principal components analysis based imputation for logistic regression THT Nguyen, B Le, P Nguyen, LGH Tran, T Nguyen, BT Nguyen International Conference on Industrial, Engineering and Other Applications …, 2023 | 5 | 2023 |
| Missing data imputation for noisy time-series data and applications in healthcare LP Le, XHN Thi, T Nguyen, MA Riegler, P Halvorsen, BT Nguyen arXiv preprint arXiv:2412.11164, 2024 | 4 | 2024 |
| Faster imputation using singular value decomposition for sparse data P Nguyen, LGH Tran, BH Le, THT Nguyen, T Nguyen, HD Nguyen, ... Asian Conference on Intelligent Information and Database Systems, 135-146, 2023 | 4 | 2023 |
