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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
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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 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.

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