臺灣學術機構典藏系統 (Taiwan Academic Institutional Repository, TAIR)

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Institution	Date	Title	Author
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-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	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-19	Prediction of ATP-binding sites in membrane proteins using a two-dimensional convolutional neural network	Trinh-Trung-Duong Nguyen; Nguyen-Quoc-Khanh Le; Rosdyana Mangir Irawan Kusuma; Yu-Yen Ou
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	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	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	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	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	2022-05-13	A Deep Learning Model for Wound Size Measurement Using Fingernails	Duc-Khanh Nguyen(阮德慶); Dun-Hao Chang(張惇皓); Thi-Trung Nguyen(阮茉莉); Trinh-Trung-Duong Nguyen; Chan C.-L.

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