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ORCIDDuc Anh Nguyen
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j16]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): 11620-11625 (2024)- [j15]Duc-Anh Nguyen, Cuong Pham, Rob Argent, Brian Caulfield, Nhien-An Le-Khac:
Model and Empirical Study on Multi-tasking Learning for Human Fall Detection. Vietnam. J. Comput. Sci. 11(3): 363-376 (2024) - [c23]Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo, Duc Anh Nguyen, Thien Huu Nguyen:
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. EMNLP (Findings) 2024: 7758-7772 - [c22]Duc-Anh Nguyen, Nhien-An Le-Khac:
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning. IJCNN 2024: 1-8 - [i8]Trong-Tung Nguyen, Duc-Anh Nguyen, Anh Tran, Cuong Pham:
FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing. CoRR abs/2403.18605 (2024) - [i7]Duc-Anh Nguyen, Nhien-An Le-Khac:
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning. CoRR abs/2405.00712 (2024) - [i6]Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen, Linh Ngo Van, Duc Anh Nguyen, Thien Huu Nguyen:
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization. CoRR abs/2409.19749 (2024) - 2023
- [j14]Duc-Anh Nguyen, Do Minh Kha, Ngoc Nguyen Nhu, Pham Ngoc Hung:
SCADefender: An Autoencoder-Based Defense for CNN-Based Image Classifiers. Int. J. Pattern Recognit. Artif. Intell. 37(12): 2350027:1-2350027:26 (2023) - [j13]Duc-Anh Nguyen, Do Minh Kha, Khoi Nguyen Le, Le-Minh Nguyen, Pham Ngoc Hung:
Improving diversity and quality of adversarial examples in adversarial transformation network. Soft Comput. 27(7): 3689-3706 (2023) - [c21]Duc Anh Nguyen, Ron Levie, Julian Lienen, Eyke Hüllermeier, Gitta Kutyniok:
Memorization-Dilation: Modeling Neural Collapse Under Noise. ICLR 2023 - [c20]Duc-Anh Nguyen, Lam Nguyen Xuan, Vu Ha Minh Trang, Pham Ngoc Hung:
A Query-based Black-box Attack to Evaluate the Robustness of One-Stage Object Detectors. KSE 2023: 1-6 - [i5]Duc-Anh Nguyen, Cuong Pham, Nhien-An Le-Khac:
Virtual Fusion with Contrastive Learning for Single Sensor-based Activity Recognition. CoRR abs/2312.02185 (2023) - 2022
- [j12]Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck:
An Efficient Contesting Procedure for AutoML Optimization. IEEE Access 10: 75754-75771 (2022) - [j11]Duc-Anh Nguyen, Do Minh Kha, Minh Le Nguyen, Pham Ngoc Hung:
A symbolic execution-based method to perform untargeted attack on feed-forward neural networks. Autom. Softw. Eng. 29(2): 46 (2022) - [j10]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): 381-404 (2022) - [j9]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): 3421 (2022) - [c19]Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok:
Cartoon Explanations of Image Classifiers. ECCV (12) 2022: 443-458 - [c18]Duc-Anh Nguyen, Do Minh Kha, Duc-Anh Pham, Pham Ngoc Hung:
Method for Improving Quality of Adversarial Examples. ICAART (2) 2022: 214-225 - [c17]Doan Thi Hoai Thu, Le Duy Quang, Duc-Anh Nguyen, Pham Ngoc Hung:
A Method of Automated Mock Data Generation for RESTful API Testing. RIVF 2022: 376-381 - [c16]Do Minh Kha, Duc-Anh Nguyen, Minh Le Nguyen, Pham Ngoc Hung:
A Generator-based Method for Attacking Embedding-based Text Classifiers. RIVF 2022: 618-623 - [c15]Quang-Tien Pham, Duc-Anh Nguyen, Tien-Thanh Nguyen, Thanh Nam Nguyen, Duy-Tung Nguyen, Dinh-Tan Pham, Thanh-Hai Tran, Thi-Lan Le, Hai Vu:
A study on skeleton-based action recognition and its application to physical exercise recognition. SoICT 2022: 239-246 - [c14]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: 254-261 - [i4]Duc Anh Nguyen, Ron Levie, Julian Lienen, Gitta Kutyniok, Eyke Hüllermeier:
Memorization-Dilation: Modeling Neural Collapse Under Noise. CoRR abs/2206.05530 (2022) - 2021
- [j8]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): 164-177 (2021) - [j7]Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Canh Hao Nguyen, Khoat Than:
Boosting prior knowledge in streaming variational Bayes. Neurocomputing 424: 143-159 (2021) - [c13]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: 1-9 - [c12]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: 85-90 - [c11]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: 111-116 - [c10]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: 412-417 - [c9]Doan Thi Hoai Thu, Duc-Anh Nguyen, Pham Ngoc Hung:
Automated Test Data Generation for Typescript Web Applications. KSE 2021: 1-6 - [c8]Duc-Anh Nguyen, Do Minh Kha, Pham Thi To Nga, Pham Ngoc Hung:
An Autoencoder-based Method for Targeted Attack on Deep Neural Network Models. RIVF 2021: 1-6 - [c7]Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck:
Efficient AutoML via Combinational Sampling. SSCI 2021: 1-10 - [i3]Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok:
Cartoon Explanations of Image Classifiers. CoRR abs/2110.03485 (2021) - [i2]Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok:
A Rate-Distortion Framework for Explaining Black-box Model Decisions. CoRR abs/2110.08252 (2021) - [i1]Duc Anh Nguyen, Canh Hao Nguyen, Hiroshi Mamitsuka:
CentSmoothie: Central-Smoothing Hypergraph Neural Networks for Predicting Drug-Drug Interactions. CoRR abs/2112.07837 (2021) - 2020
- [j6]Ngo Van Linh, Duc Anh Nguyen, Thai Binh Nguyen, Khoat Than:
Neural Poisson Factorization. IEEE Access 8: 106395-106407 (2020) - [j5]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): 3270 (2020) - [c6]Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok:
A Rate-Distortion Framework for Explaining Black-Box Model Decisions. xxAI@ICML 2020: 91-115 - [c5]Sibghat Ullah, Duc Anh Nguyen, Hao Wang, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck:
Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization. SSCI 2020: 2965-2974 - [d1]Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Stefan Menzel, Thomas Bäck:
Hyperparameter Optimisation for Improving Classification under Class Imbalance. Zenodo, 2020
2010 – 2019
- 2019
- [j4]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): 1279-1312 (2019) - [j3]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): 3874-3884 (2019) - [c4]Jiawen Kong, Wojtek Kowalczyk, Duc Anh Nguyen, Thomas Bäck, Stefan Menzel:
Hyperparameter Optimisation for Improving Classification under Class Imbalance. SSCI 2019: 3072-3078 - 2018
- [j2]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): 3186 (2018) - 2017
- [j1]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): 1627-1638 (2017) - [c3]Duc Anh Nguyen, Ngo Van Linh, Nguyen Kim Anh, Khoat Than:
Keeping Priors in Streaming Bayesian Learning. PAKDD (2) 2017: 247-258 - [c2]Duc Anh Nguyen, Pham Ngoc Hung:
A Test Data Generation Method for C/C++ Projects. SoICT 2017: 431-438 - 2015
- [c1]Duc Anh Nguyen, Trong Hai Duong:
Video Recommendation Using Neuro-Fuzzy on Social TV Environment. ICCSAMA 2015: 291-298
Coauthor Index
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