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机构	日期	题名	作者
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	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	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	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

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