Nguyen Duc Anh (Duc Anh Nguyen) - マイポータル

基本情報

所属: 京都大学化学研究所附属バイオインフォマティクスセンター

J-GLOBAL ID: 202301014062538049
researchmap会員ID: R000052397

学歴

2018年10月 - 2023年3月

京都大学, 大学院薬学研究科

受賞

2022年12月

ICR Award for Graduate Student
2022年3月

Best Presentation - BIC Presentation day

論文

Dynamic Transformation of Prior Knowledge Into Bayesian Models for Data Streams

Tran Xuan Bach, Nguyen Duc Anh, Ngo Van Linh, Khoat Than

IEEE Transactions on Knowledge and Data Engineering 35(4) 3742-3750 2023年4月1日査読有り
Central-Smoothing Hypergraph Neural Networks for Predicting Drug–Drug Interactions

Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka

IEEE Transactions on Neural Networks and Learning Systems 1-6 2023年査読有り筆頭著者
SPARSE: a sparse hypergraph neural network for learning multiple types of latent combinations to accurately predict drug–drug interactions

Duc Anh Nguyen, Canh Hao Nguyen, Peter Petschner, Hiroshi Mamitsuka

Bioinformatics 38(Supplement_1) i333-i341 2022年6月24日査読有り筆頭著者
Boosting prior knowledge in streaming variational Bayes

Duc Anh Nguyen, Van Linh Ngo, Kim Anh Nguyen, Canh Hao Nguyen, Khoat Than

Neurocomputing 424 143-159 2021年2月1日
Neural Poisson Factorization

Ngo Van Linh, Duc Anh Nguyen, Thai Binh Nguyen, Khoat Than

IEEE Access 8 106395-106407 2020年査読有り
A survey on adverse drug reaction studies: data, tasks and machine learning methods

Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka

Briefings in Bioinformatics 22(1) 164-177 2019年12月14日査読有り筆頭著者責任著者
Keeping Priors in Streaming Bayesian Learning

Anh Nguyen Duc, Ngo Van Linh, Anh Nguyen Kim, Khoat Than

Advances in Knowledge Discovery and Data Mining 247-258 2017年4月23日査読有り筆頭著者
Reordering dimensions for Radial Visualization of multidimensional data — A Genetic Algorithms approach

Huynh Thi Thanh Binh, Tran Van Long, Nguyen Xuan Hoai, Nguyen Duc Anh, Pham Manh Truong

2014 IEEE Congress on Evolutionary Computation (CEC) 2014年7月査読有り