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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-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 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 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 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-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 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 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
元智大學 2018-09-25 Using continuous bag of words to interpret the hidden information of protein sequences in electron transport proteins Quang-Thai Ho; Ou Y.-Y.
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 2018 利用連續詞袋模型去解譯電子傳遞蛋白中的隱藏訊息 胡光泰; Quang-Thai Ho

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