Trinh-Trung-Duong Nguyen

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Transfer Learning

Physico Chemical

Convolutional Neural Network

Top Venues

Comput. Biol. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Briefings Bioinform.

Publications

Trinh-Trung-Duong Nguyen, Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Van-Dinh Phan, Yu-Yen Ou
Use Chou's 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (2) (2022)
Trinh-Trung-Duong Nguyen, The-Anh Tran, Nguyen-Quoc-Khanh Le, Dinh-Minh Pham, Yu-Yen Ou
An Extensive Examination of Discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters Using Machine Learning Based Approaches. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Syed Muazzam Ali Shah, Semmy Wellem Taju, Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Yu-Yen Ou
GT-Finder: Classify the family of glucose transporters with pre-trained BERT language models. Comput. Biol. Medicine 131 (2021)
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Yu-Yen Ou
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information. Briefings Bioinform. 22 (5) (2021)
Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Yu-Yen Ou
FAD-BERT: Improved prediction of FAD binding sites using pre-training of deep bidirectional transformers. Comput. Biol. Medicine 131 (2021)
Trinh-Trung-Duong Nguyen, Duc-Khanh Nguyen, Yu-Yen Ou
Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network. Briefings Bioinform. 22 (6) (2021)
Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, The-Anh Tran, Dinh-Minh Pham, Yu-Yen Ou
Incorporating a transfer learning technique with amino acid embeddings to efficiently predict N-linked glycosylation sites in ion channels. Comput. Biol. Medicine 130 (2021)
Semmy Wellem Taju, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Rosdyana Mangir Irawan Kusuma, Yu-Yen Ou
DeepEfflux: a 2D convolutional neural network model for identifying families of efflux proteins in transporters. Bioinform. 34 (18) (2018)