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Institution Date Title Author
元智大學 Sep-22 Identifying SNARE proteins using an alignment-free method based on multiscan convolutional neural network and PSSM profiles 胡光泰; Quang-Hien Kha; Nguyen Quoc Khanh Le
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-23 Automatic Detection of Meniscus Tears Using Backbone Convolutional Neural Networks on Knee MRI 胡光泰; Truong Nguyen Khanh Hung; Vu Pham Thao Vy; Nguyen Minh Tri; Le Ngoc Hoang; Le Van Tuan; Nguyen Quoc Khanh Le; Jiunn-Horng Kang
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-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 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-22 BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection 胡光泰; Nguyen Quoc Khanh Le; Van-Nui Nguyen; Jung-Su Chang
元智大學 Aug-22 Deep transformers and convolutional neural network in identifying DNA N6-methyladenine sites in cross-species genomes 胡光泰; Nguyen Quoc Khanh Le
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.
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
元智大學 2018-01-15 Prediction of GTP binding sites in Rab proteins based on two- dimensional convolutional neural networks and position specific scoring matrices profiles Nguyen Quoc Khanh Le; Quang Thai Ho ; Ou Y.-Y.
元智大學 2016-10-31 Using deep learning with position specific scoring matrices to identify efflux proteins in membrane and transport proteins Semmy Wellem Taju; Nguyen-Quoc-Khanh Le; Ou Y.-Y.
元智大學 2015-09-11 Prediction of FAD binding sites in electron transport proteins based on efficient radial basis function networks and significant amino acid pairs Ou Y.-Y.; Nguyen-Quoc-Khanh Le

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