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

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

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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
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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