| Hourglass-ShapeNetwork Based Semantic Segmentation for High Resolution Aerial Imagery Y Liu, DM Nguyen, N Deligiannis, W Ding, A Munteanu Remote Sensing 9 (6), 522, 2017 | 161 | 2017 |
| Multiview deep learning for predicting twitter users' location TH Do, DM Nguyen, E Tsiligianni, B Cornelis, N Deligiannis arXiv preprint arXiv:1712.08091, 2017 | 51 | 2017 |
| Fake News Detection using Deep Markov Random Fields DM Nguyen, TH Do, R Calderbank, N Deligiannis NAACL-HLT 2019 Proceedings of the 2019 Conference of the North American …, 2019 | 49 | 2019 |
| Twitter user geolocation using deep multiview learning TH Do, DM Nguyen, E Tsiligianni, B Cornelis, N Deligiannis 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 38 | 2018 |
| Graph convolutional neural networks with node transition probability-based message passing and DropNode regularization TH Do, DM Nguyen, G Bekoulis, A Munteanu, N Deligiannis Expert Systems with Applications 174, 114711, 2021 | 33 | 2021 |
| Deep Learning Sparse Ternary Projections for Compressed Sensing of Images DM Nguyen, E Tsiligianni, N Deligiannis IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017 | 31 | 2017 |
| Matrix completion with variational graph autoencoders: Application in hyperlocal air quality inference TH Do, DM Nguyen, E Tsiligianni, AL Aguirre, VP La Manna, F Pasveer, ... ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 30 | 2019 |
| Extendable neural matrix completion DM Nguyen, E Tsiligianni, N Deligiannis IEEE International Conference on Acoustics, Speech and Signal Processing …, 2018 | 27 | 2018 |
| Graph auto-encoder for graph signal denoising TH Do, DM Nguyen, N Deligiannis ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 23 | 2020 |
| Deep Learning for Geolocating Social Media Users and Detecting Fake News N Deligiannis, TH Do, DM Nguyen, X Luo NATO Workshop, 2018 | 19 | 2018 |
| Geometric Matrix Completion with Deep Conditional Random Fields DM Nguyen, R Calderbank, N Deligiannis IEEE Transactions on Neural Networks and Learning Systems (arXiv:1901.10429 …, 2019 | 15 | 2019 |
| Rumour detection via news propagation dynamics and user representation learning TH Do, X Luo, DM Nguyen, N Deligiannis 2019 IEEE Data Science Workshop (DSW), 196-200, 2019 | 14 | 2019 |
| Learning discrete matrix factorization models DM Nguyen, E Tsiligianni, N Deligiannis IEEE Signal Processing Letters 25 (5), 720-724, 2018 | 13 | 2018 |
| Regularizing autoencoder-based matrix completion models via manifold learning DM Nguyen, E Tsiligianni, R Calderbank, N Deligiannis 2018 26th European Signal Processing Conference (EUSIPCO), 1880-1884, 2018 | 8 | 2018 |
| Temporal collaborative filtering with graph convolutional neural networks ER Bonet, DM Nguyen, N Deligiannis 2020 25th International Conference on Pattern Recognition (ICPR), 4736-4742, 2021 | 7 | 2021 |
| Target recognition for FLIR imagery using learning vector quantization and multilayer perceptrons V Mirelli, DM Nguyen, NM Nasrabadi Automatic Object Recognition V 2485, 110-122, 1995 | 5 | 1995 |
| Matrix factorization via deep learning DM Nguyen, E Tsiligianni, N Deligiannis arXiv preprint arXiv:1812.01478, 2018 | 4 | 2018 |
| Robust stereo matching using census cost, discontinuity-preserving disparity computation and view-consistent refinement DM Nguyen, J Hanca, SP Lu, A Munteanu IEEE International Conference on 3D Imaging (IC3D), 1-8, 2015 | 4 | 2015 |
| Accuracy and robustness evaluation in stereo matching DM Nguyen, J Hanca, SP Lu, P Schelkens, A Munteanu Applications of Digital Image Processing XXXIX 9971, 178-189, 2016 | 3 | 2016 |
| Analysis of probe methodologies for target recognition SZ Der, V Mirelli, DM Nguyen, LC Wang Signal Processing, Sensor Fusion, and Target Recognition V 2755, 46-57, 1996 | 3 | 1996 |
Nikos DeligiannisVrije Universiteit Brussel, imecVerified email at etrovub.be
