Duc Anh Nguyen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Topics

Correlation Coefficient

Top Venues

Publications

Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Duc Anh Nguyen, Ron Levie, Julian Lienen, Eyke Hüllermeier, Gitta Kutyniok
Memorization-Dilation: Modeling Neural Collapse Under Noise. ICLR (2023)
Duc Anh Nguyen, Ron Levie, Julian Lienen, Gitta Kutyniok, Eyke Hüllermeier
Memorization-Dilation: Modeling Neural Collapse Under Noise. CoRR (2022)
Hai Vu, Cong Nguyen Xuan, Minh Nghia Le, Duc Anh Nguyen, Viet Hang Dao
A robust and high-performance neural network for classifying landmarks in upper gastrointestinal endoscopy images. SoICT (2022)
Dmitry Shevtsov, Nhat Linh Cao, Van Chi Nguyen, Quoc Quang Nong, Hong Quan Le, Duc Anh Nguyen, Ilya Zartsyn, Oleg Kozaderov
Progress in Sensors for Monitoring Reinforcement Corrosion in Reinforced Concrete Structures - A Review. Sensors 22 (9) (2022)
Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
An Efficient Contesting Procedure for AutoML Optimization. IEEE Access 10 (2022)
Duc Anh Nguyen, Van Thanh Pham, Doan Tu Lap, Tuan-Khai Nguyen, Van An Tran, Duc-Tan Tran, Huu An Nguyen, Nhu Dinh Dang
Efficient Forest Fire Detection using Rule-Based Multi-color Space and Correlation Coefficient for Application in Unmanned Aerial Vehicles. KSII Trans. Internet Inf. Syst. 16 (2) (2022)
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
Cartoon Explanations of Image Classifiers. ECCV (12) (2022)
Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
Efficient AutoML via Combinational Sampling. SSCI (2021)
Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Canh Hao Nguyen, Khoat Than
Boosting prior knowledge in streaming variational Bayes. Neurocomputing 424 (2021)
Thien Van Nguyen, Hai Xuan Le, Hoang Viet Tran, Duc Anh Nguyen, Minh Ngoc Nguyen, Linh Nguyen
An Efficient Approach for SIMO Systems using Adaptive Fuzzy Hierarchical Sliding Mode Control. ICARSC (2021)
Duc Anh Nguyen, Jiawen Kong, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, Thomas Bäck
Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems. DSAA (2021)
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
A Rate-Distortion Framework for Explaining Black-box Model Decisions. CoRR (2021)
Nguyen Huu Thai, Hai Xuan Le, Dat Xuan Pham, Duc Anh Nguyen, Minh Ngoc Nguyen, Minh-Xuan Phan
Adaptive Fuzzy Backstepping Control for Ballbot Segway. ICSSE (2021)
Thien Van Nguyen, Hai Xuan Le, Hoang Viet Tran, Duc Anh Nguyen, Minh Ngoc Nguyen, Linh Nguyen
Adaptive Dynamic Programming based Control Scheme for Uncertain Two-Wheel Robots. ICARSC (2021)
Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
A survey on adverse drug reaction studies: data, tasks and machine learning methods. Briefings Bioinform. 22 (1) (2021)
Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka
CentSmoothie: Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions. CoRR (2021)
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
Cartoon Explanations of Image Classifiers. CoRR (2021)
Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok
A Rate-Distortion Framework for Explaining Black-Box Model Decisions. xxAI@ICML (2020)
Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization. SSCI (2020)
Kinh Bac Dang, Manh Ha Nguyen, Duc Anh Nguyen, Thi Thanh Hai Phan, Tuan Linh Giang, Hoang Hai Pham, Thu Nhung Nguyen, Thi Thuy Van Tran, Dieu Tien Bui
Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam. Remote. Sens. 12 (19) (2020)
Ngo Van Linh, Duc Anh Nguyen, Thai Binh Nguyen, Khoat Than
Neural Poisson Factorization. IEEE Access 8 (2020)
Duc Anh Nguyen, Tran Nguyen Huong, Hieu Dinh Vo, Pham Ngoc Hung
Improvements of Directed Automated Random Testing in Test Data Generation for C++ Projects. Int. J. Softw. Eng. Knowl. Eng. 29 (9) (2019)
Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel
Hyperparameter Optimisation for Improving Classification under Class Imbalance. SSCI (2019)
Dinh Ho Tong Minh, Tran Quoc Cuong, Quy Nhan Pham, Tran Trung Dang, Duc Anh Nguyen, Ibrahim El Moussawi, Thuy Le Toan
Measuring Ground Subsidence in Ha Noi Through the Radar Interferometry Technique Using TerraSAR-X and Cosmos SkyMed Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (10) (2019)
Van Thanh Pham, Duc Anh Nguyen, Nhu Dinh Dang, Hong Hai Pham, Van An Tran, Kumbesan Sandrasegaran, Duc-Tan Tran
Highly Accurate Step Counting at Various Walking States Using Low-Cost Inertial Measurement Unit Support Indoor Positioning System. Sensors 18 (10) (2018)
Duc Anh Nguyen, Pham Ngoc Hung
A Test Data Generation Method for C/C++ Projects. SoICT (2017)
Trong Hai Duong, Duc Anh Nguyen, Van Du Nguyen, Van Huan Nguyen
Behavior-based video recommendation using adaptive neuro-fuzzy system on social TV. J. Intell. Fuzzy Syst. 32 (2) (2017)
Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Khoat Than
Keeping Priors in Streaming Bayesian Learning. PAKDD (2) (2017)
Duc Anh Nguyen, Trong Hai Duong
Video Recommendation Using Neuro-Fuzzy on Social TV Environment. ICCSAMA (2015)