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

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	2019臺灣學術機構典藏研討會
	機構典藏系統RC7版本已發佈

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Institution	Date	Title	Author
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-20	A new self-organizing fuzzy cerebellar model articulation controller for uncertain nonlinear systems using overlapped Gaussian membership Functions	Tuan-Tu Huynh; Chih-Min Lin; Tien-Loc Le; Hsing-Yueh Cho; Thanh-Thao T. Pham,; Nguyen-Quoc-Khanh Le; Fei Chao
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	Self-Organizing Double Function-Link Fuzzy Brain Emotional Control System Design for Uncertain Nonlinear Systems	Tuan-Tu Huynh; Chih-Min Lin; Tien-Loc Le; Nguyen-Quoc-Khanh Le; Van-Phong Vu; Fei Chao
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-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-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-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-20	DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain''s complexes	Nguyen Quoc Khanh Le; Quang-Thai Ho; Edward Kien Yee Yapp; Yu-Yen Ou; Hui-Yuan Yeh
元智大學	Feb-22	Intelligent wavelet fuzzy brain emotional controller using dual function-link network for uncertain nonlinear control systems	Tuan-Tu Huynh; Chih-Min Lin; Nguyen-Quoc-Khanh Le; Mai The Vu; Ngoc Phi Nguyen; Fei Chao
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-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-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	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.

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