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Onderzoeker
Minh Duc Nguyen
- Trefwoorden:Elektronica en elektrotechniek
- Disciplines:Landbouwwetenschappen, diergeneeskunde en levensmiddelenwetenschappen
Affiliaties
- Elektronica en Informatica (Departement)
Lid
Vanaf8 apr 2019 → 24 apr 2020 - Faculteit Ingenieurswetenschappen (Faculteit)
Lid
Vanaf17 dec 2015 → 21 feb 2020 - Elektronica en Informatica (Departement)
Lid
Vanaf15 dec 2015 → 24 apr 2020 - Faculteit van de Wetenschappen (Faculteit)
Lid
Vanaf19 sep 2013 → 11 sep 2015
Publicaties
1 - 10 van 15
- Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization(2021)
Auteurs: 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
Auteurs: Tien Do Huu, Minh Duc Nguyen, Nikos Deligiannis
Pagina's: 3322-3326Aantal pagina's: 5 - DEEP LEARNING FOR BIG DATA ANALYSIS(2020)
Auteurs: Minh Duc Nguyen, Nikolaos Deligiannis, Adrian Munteanu
- Temporal Collaborative Filtering with Graph Convolutional Neural Networks(2020)Series: Proceedings - International Conference on Pattern Recognition
Auteurs: Esther Rodrigo Bonet, Minh Duc Nguyen, Nikos Deligiannis
Pagina's: 4736-4742Aantal pagina's: 7 - Rumour detection via news propagation dynamics and user representation learning(2019)Series: 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings
Auteurs: Xiao Luo, Minh Duc Nguyen
Pagina's: 196-200Aantal pagina's: 5 - Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference(2019)
Auteurs: Tien Do Huu, Minh Duc Nguyen, Evangelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank Pasveer, Wilfried Philips, Nikos Deligiannis
Pagina's: 7535-7539Aantal pagina's: 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
Auteurs: Minh Duc Nguyen, Robert Calderbank
Pagina's: 1391–1400Aantal pagina's: 10 - Regularizing autoencoder-based matrix completion models via manifold learning(2018)Volume: 2018-September
Auteurs: Minh Duc Nguyen, Evangelia Tsiligianni, Robert Calderbank
Pagina's: 1880-1884Aantal pagina's: 5 - Extendable Neural Matrix Completion(2018)Series: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - ProceedingsVolume: 2018-April
Auteurs: Minh Duc Nguyen, Evangelia Tsiligianni
Pagina's: 6328-6332Aantal pagina's: 5 - Learning Discrete Matrix Factorization Models(2018)
Auteurs: Minh Duc Nguyen, Evangelia Tsiligianni, Nikos Deligiannis
Pagina's: 720-724