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Researcher
Minh Duc Nguyen
- Keywords:Electronics and electrical engineering
- Disciplines:Agricultural, veterinary and food sciences
Affiliations
- Electronics and Informatics (Department)
Member
From8 Apr 2019 → 24 Apr 2020 - Faculty of Engineering (Faculty)
Member
From17 Dec 2015 → 21 Feb 2020 - Electronics and Informatics (Department)
Member
From15 Dec 2015 → 24 Apr 2020 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From19 Sep 2013 → 11 Sep 2015
Publications
1 - 10 of 15
- Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization(2021)
Authors: Tien Do Huu, Minh Duc Nguyen, Ioannis Bekoulis, Adrian Munteanu, Nikos Deligiannis
- Graph Auto-encoder For Graph Signal Denoising(2020)Series: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors: Tien Do Huu, Minh Duc Nguyen, Nikos Deligiannis
Pages: 3322-3326Number of pages: 5 - DEEP LEARNING FOR BIG DATA ANALYSIS(2020)
Authors: Minh Duc Nguyen, Nikolaos Deligiannis, Adrian Munteanu
- Temporal Collaborative Filtering with Graph Convolutional Neural Networks(2020)Series: Proceedings - International Conference on Pattern Recognition
Authors: Esther Rodrigo Bonet, Minh Duc Nguyen, Nikos Deligiannis
Pages: 4736-4742Number of pages: 7 - Rumour detection via news propagation dynamics and user representation learning(2019)Series: 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings
Authors: Xiao Luo, Minh Duc Nguyen
Pages: 196-200Number of pages: 5 - Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference(2019)
Authors: Tien Do Huu, Minh Duc Nguyen, Evangelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank Pasveer, Wilfried Philips, Nikos Deligiannis
Pages: 7535-7539Number of pages: 5 - Fake news detection using deep Markov random fields(2019)Series: NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
Authors: Minh Duc Nguyen, Robert Calderbank
Pages: 1391–1400Number of pages: 10 - Regularizing autoencoder-based matrix completion models via manifold learning(2018)Volume: 2018-September
Authors: Minh Duc Nguyen, Evangelia Tsiligianni, Robert Calderbank
Pages: 1880-1884Number of pages: 5 - Extendable Neural Matrix Completion(2018)Series: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - ProceedingsVolume: 2018-April
Authors: Minh Duc Nguyen, Evangelia Tsiligianni
Pages: 6328-6332Number of pages: 5 - Learning Discrete Matrix Factorization Models(2018)
Authors: Minh Duc Nguyen, Evangelia Tsiligianni, Nikos Deligiannis
Pages: 720-724