| 元智大學 |
Sep-22 |
MFPS_CNN: Multi-filter Pattern Scanning from Position-specific Scoring Matrix with Convolutional Neural Network for Efficient Prediction of Ion Transporters
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Trinh-Trung-Duong Nguyen; Quang-Thai Ho; Yu-Chun Tarn; Ou Y.-Y. |
| 元智大學 |
Sep-22 |
MFPS_CNN: Multi-filter Pattern Scanning from Position-specific Scoring Matrix with Convolutional Neural Network for Efficient Prediction of Ion Transporters
|
胡光泰; Trinh-Trung-Duong Nguyen; Yu-Chun Tarn; Ou Y.-Y. |
| 元智大學 |
Sep-21 |
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information
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Nguyen Quoc Khanh Le; Quang-Thai Ho; Trinh-Trung-Duong Nguyen; Ou Y.-Y. |
| 元智大學 |
Sep-18 |
DeepEfflux: a 2D convolutional neural network model for identifying families of efflux proteins in transporters
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Semmy Wellem Taju; Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Rosdyana Mangir Irawan Kusuma; Ou Y.-Y. |
| 元智大學 |
Sep-18 |
DeepEfflux: a 2D convolutional neural network model for identifying families of efflux proteins in transporters
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Semmy Wellem Taju; Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Rosdyana Mangir Irawan Kusuma; Ou Y.-Y. |
| 元智大學 |
Oct-21 |
TRP-BERT: Discrimination of transient receptor potential (TRP) channels using contextual representations from deep bidirectional transformer based on BERT
|
Syed Muazzam Ali Shah; Ou Y.-Y. |
| 元智大學 |
Oct-20 |
Using language representation learning approach to efficiently identify protein complex categories in electron transport chain
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Trinh-Trung-Duong Nguyen; Ou Y.-Y.; Nguyen-Quoc-Khanh Le; Dinh-Van Phan; Quang-Thai Ho |
| 元智大學 |
Oct-20 |
TNFPred: identifying tumor necrosis factors using hybrid features based on word embeddings
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Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Dinh-Van Phan; Ou Y.-Y. |
| 元智大學 |
Nov-21 |
Identification of efflux proteins based on contextual representations with deep bidirectional transformer encoders
|
Semmy Wellem Taju; Syed Muazzam Ali Shah; Ou Y.-Y. |
| 元智大學 |
Nov-21 |
Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network
|
Trinh-Trung-Duong Nguyen; Duc-Khanh Nguyen; Ou Y.-Y. |
| 元智大學 |
Nov-20 |
A Self-Relevant CNN-SVM Model for Problem Classification in K-12 Question-Driven Learning
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Eric Hsiao-Kuang Wu; Sung-En Chen; Jhao-Jhong Liu; Ou Y.-Y.; Min-Te Sun |
| 元智大學 |
May-17 |
Identifying the molecular functions of electron transport proteins using radial basis function networks and biochemical properties
|
Nguyen-Quoc-Khanh Le; Trinh-Trung-Duong Nguyen; Ou Y.-Y. |
| 元智大學 |
Mar-22 |
Use Chou''s 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model
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Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Dinh-Van Phan; Ou Y.-Y. |
| 元智大學 |
Mar-22 |
Using multiple convolutional window scanning of convolutional neural network for an efficient prediction of ATP‐binding sites in transport proteins
|
胡光泰; Trinh-Trung-Duong Nguyen; Syun Chen; Ou Y.-Y. |
| 元智大學 |
Mar-21 |
Incorporating a transfer learning technique with amino acid embeddings to efficiently predict N-linked glycosylation sites in ion channels
|
Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; The-Anh Tran; Dinh-Minh Pham; Ou Y.-Y. |
| 元智大學 |
Jun-23 |
Disto-TRP: An approach for identifying transient receptor potential (TRP) channels using structural information generated by AlphaFold
|
Syed Muazzam Ali Shah; Ou Y.-Y. |
| 元智大學 |
Jun-19 |
iMotor-CNN: Identifying molecular functions of cytoskeleton motor proteins using 2D convolutional neural network via Chou''''s 5-step rule
|
Nguyen Quoc Khanh Le; Edward Kien Yee Yapp; Ou Y.-Y.; Hui-Yuan Yeh |
| 元智大學 |
Jun-19 |
DeepIon: Deep learning approach for classifying ion transporters and ion channels from membrane proteins
|
Semmy Wellem Taju; Ou Y.-Y. |
| 元智大學 |
Jun-17 |
Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins
|
Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Ou Y.-Y. |
| 元智大學 |
Jun-17 |
Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins
|
Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Ou Y.-Y. |
| 元智大學 |
Jul-22 |
Using multiple convolutional window scanning of convolutional neural network for an efficient prediction of ATP‐binding sites in transport proteins
|
Trinh‐Trung‐Duong Nguyen; Syun Chen; Quang‐Thai Ho; Ou Y.-Y. |
| 元智大學 |
Jul-19 |
Using word embedding technique to efficiently represent protein sequences for identifying substrate specificities of transporters
|
Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Dinh-Van Phan; Ou Y.-Y. |
| 元智大學 |
Jan-22 |
mCNN-ETC: identifying electron transporters and their functional families by using multiple windows scanning techniques in convolutional neural networks with evolutionary information of protein sequences
|
Quang-Thai Ho; Nguyen Quoc Khanh Le; Ou Y.-Y. |
| 元智大學 |
Jan-22 |
An Extensive Examination of Discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters Using Machine Learning Based Approaches
|
Trinh Trung Duong Nguyen; The-Anh Tran; Le Nguyen Quoc Khanh; Dinh-Minh Pham; Ou Y.-Y. |
| 元智大學 |
Jan-22 |
mCNN-ETC: identifying electron transporters and their functional families by using multiple windows scanning techniques in convolutional neural networks with evolutionary information of protein sequences
|
胡光泰; Ou Y.-Y.; Nguyen Quoc Khanh Le |
