| 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
|
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
|
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
|
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
|
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
|
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 |
| 元智大學 |
Feb-24 |
Anti-Drugs Chatbot: Chinese BERT-Based Cognitive Intent Analysis
|
Jui-Hsuan Lee; Eric Hsiao-Kuang Wu; Ou Y.-Y.; Yueh-Che Lee; Cheng-Hsun Lee; Chia-Ru Chung |
| 元智大學 |
Feb-19 |
Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins
|
Nguyen Quoc Khanh Le; Quang-Thai Ho; Ou Y.-Y. |
| 元智大學 |
Dec-23 |
Recent advances in features generation for membrane protein sequences: From multiple sequence alignment to pre‐trained language models
|
Ou Y.-Y.; Heng-Ta Chang; 胡光泰(HO QUANG THAI) |
| 元智大學 |
Dec-23 |
Integrating Pre-Trained protein language model and multiple window scanning deep learning networks for accurate identification of secondary active transporters in membrane proteins
|
Muhammad Shahid Malik; Ou Y.-Y. |
| 元智大學 |
Dec-21 |
Using k-mer embeddings learned from a Skip-gram based neural network for building a cross-species DNA N6-methyladenine site prediction model
|
Trinh Trung Duong Nguyen; Van Ngu Trinh; Nguyen Quoc Khanh Le; Ou Y.-Y. |
| 元智大學 |
Dec-18 |
Incorporating post translational modification information for enhancing the predictive performance of membrane transport proteins
|
Nguyen Quoc Khanh Le; Green Arther Sandag; Ou Y.-Y. |
| 元智大學 |
Dec-16 |
Incorporating efficient radial basis function networks and significant amino acid pairs for predicting GTP binding sites in transport proteins
|
Nguyen-Quoc-Khanh Le; Ou Y.-Y. |
| 元智大學 |
Aug-21 |
DeepSIRT: A deep neural network for identification of sirtuin targets and their subcellular localizations
|
Syed Muazzam Ali Shah; Semmy Wellem Taju; Bongani Brian Dlamini; Ou Y.-Y. |
| 元智大學 |
Aug-21 |
ActTRANS: Functional classification in active transport proteins based on transfer learning and contextual representations
|
Semmy Wellem Taju; Syed Muazzam Ali Shah; Ou Y.-Y. |
| 元智大學 |
Aug-18 |
Classifying the molecular functions of Rab GTPases in membrane trafficking using deep convolutional neural networks
|
Nguyen-Quoc-Khanh Le; Quang-Thai Ho; Ou Y.-Y. |
| 元智大學 |
Aug-16 |
Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs
|
Nguyen-Quoc-Khanh Le; Ou Y.-Y. |
| 元智大學 |
Apr-21 |
GT-Finder: Classify the family of glucose transporters with pre-trained BERT language models
|
Syed Muazzam Ali Shah; Semmy Wellem Taju; Quang-Thai Ho; Trinh-Trung-Duong Nguyen; Ou Y.-Y. |
| 元智大學 |
Apr-21 |
FAD-BERT: Improved Prediction of FAD Binding Sites Using Pre-training of Deep Bidirectional Transformers
|
Quang-Thai Ho; Nguyen Quoc Khanh Le; Trinh-Trung-Duong Nguyen; Ou Y.-Y. |
| 元智大學 |
Apr-19 |
Enhancer-5Step: Identifying enhancers using hidden information of DNA sequences via Chou''s 5-step rule and word embedding
|
Nguyen Quoc Khanh Le; Edward Kien YeeYapp; Quang-Thai Ho; N.Nagasundaram; Ou Y.-Y.; Hui-Yuan Yeh |
| 國立成功大學 |
2022 |
Application of Named Entity Recognition by Self-Attention BiLSTM-CRF to Chinese Prescription Document
|
Tsai, A.-C.;Lee, T.-Y.;Ou, Y.-Y.;Wang, J.-F. |
| 國立成功大學 |
2022 |
Deep Learning Audio Super Resolution and Noise Cancellation System for Low Sampling Rate Noise Environment
|
Chen, Chen C.-W.;Wang, Wang W.-C.;Ou, Y.-Y.;Wang, J.-F. |
| 國立成功大學 |
2022 |
Tuberculosis Detection Based on Multiple Model Ensemble in Chest X-ray Image
|
Tsai, A.-C.;Zhou, Zhou Z.-G.;Ou, Y.-Y.;Wang, I.J.-F. |
| 國立成功大學 |
2022 |
Automatic Multimedia-based Question-Answer Pairs Generation in Computer Assisted Healthy Education System
|
Ou, Y.-Y.;Chuang, S.-W.;Wang, Wang W.-C.;Wang, J.-F. |
| 國立成功大學 |
2022 |
A Friendly Interface Medical Service Robot with Fault-tolerant Voice Recognition and Mobile Phone Remote Control
|
Ou, Y.-Y.;Tsai, A.-C.;Hsu, P.-Y.;Chen, Chen C.-W.;Wang, J.-F. |
| 國立成功大學 |
2022 |
Development and Implementation of AI Robot with Primary School Mandarin Level
|
Chen, Chen C.W.;Syu, J.-R.;Ou, Y.-Y.;Wang, J.-F. |
| 國立成功大學 |
2021 |
Integrated single shot multi-box detector and efficient pre-trained deep convolutional neural network for partially occluded face recognition system
|
Tsai, A.-C.;Ou, Y.-Y.;Wu, Wu W.-C.;Wang, J.-F. |
| 國立成功大學 |
2021 |
MoO2–graphene nanocomposite as an electrocatalyst for high-performance vanadium redox flow battery
|
Bayeh, A.W.;Ou, Y.-Y.;Ou, Y.-T.;Chang, Y.-C.;Chen, H.-Y.;Wang, K.-C.;Wang, Y.-M.;Huang, Huang H.-C.;Chiang, T.-C.;Kabtamu, D.M.;Wang, C.-H. |
| 國立成功大學 |
2021 |
Rib Fracture Diagnosis System on Chest X-Rays with Deep Learning
|
Tsai, A.-C.;Ou, Y.-Y.;Lin, C.-H.;Chen, Chen C.-W.;Wang, J.-F. |
| 國立成功大學 |
2021 |
AI Prescription Recognition System
|
Ou, Y.-Y.;Wang, H.-M.;Lee, T.-Y.;Tsai, A.-C.;Wang, J.-F. |
| 臺大學術典藏 |
2020-04-16T02:36:00Z |
A novel learning algorithm for data classification with radial basis function networks
|
Oyang, Y.-J.; Hwang, S.-C.; Ou, Y.-Y.; Chen, C.-Y.; Chen, Z.-W.; YEN-JEN OYANG |
