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機構 日期 題名 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-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

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