| Robust principal component analysis on graphs N Shahid, V Kalofolias, X Bresson, M Bronstein, P Vandergheynst Proceedings of the IEEE International Conference on Computer Vision, 2812-2820, 2015 | 155 | 2015 |
| Fast robust PCA on graphs N Shahid, N Perraudin, V Kalofolias, G Puy, P Vandergheynst IEEE Journal of Selected Topics in Signal Processing 10 (4), 740-756, 2016 | 142 | 2016 |
| Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey N Shahid, IH Naqvi, SB Qaisar Artificial Intelligence Review 43, 193-228, 2015 | 120 | 2015 |
| Classification of localization algorithms for wireless sensor network: A survey U Nazir, N Shahid, MA Arshad, SH Raza 2012 International conference on open source systems and technologies, 1-5, 2012 | 110 | 2012 |
| One-class support vector machines: analysis of outlier detection for wireless sensor networks in harsh environments N Shahid, IH Naqvi, SB Qaisar Artificial Intelligence Review 43, 515-563, 2015 | 88 | 2015 |
| Quarter-Sphere SVM: attribute and Spatio-Temporal correlations based outlier & event detection in wireless sensor networks N Shahid, IH Naqvi, SB Qaisar Wireless Communications and Networking Conference (WCNC), 2012 IEEE, 2048-2053, 2012 | 79 | 2012 |
| Methodologies in power systems fault detection and diagnosis SA Aleem, N Shahid, IH Naqvi Energy Systems 6, 85-108, 2015 | 72 | 2015 |
| Support vector machine based fault detection & classification in smart grids N Shahid, SA Aleem, IH Naqvi, N Zaffar 2012 IEEE Globecom workshops, 1526-1531, 2012 | 67 | 2012 |
| Adaptive graph-based total variation for tomographic reconstructions F Mahmood, N Shahid, U Skoglund, P Vandergheynst IEEE Signal Processing Letters 25 (5), 700-704, 2018 | 42 | 2018 |
| Locating temporal functional dynamics of visual short-term memory binding using graph modular dirichlet energy K Smith, B Ricaud, N Shahid, S Rhodes, JM Starr, A Ibáńez, MA Parra, ... Scientific reports 7 (1), 42013, 2017 | 28 | 2017 |
| Real time energy efficient approach to outlier & event detection in wireless sensor networks N Shahid, IH Naqvi, SB Qaisar 2012 IEEE International Conference on Communication Systems (ICCS), 162-166, 2012 | 22 | 2012 |
| Energy efficient outlier detection in wsns based on temporal and attribute correlations N Shahid, IH Naqvi 2011 7th International Conference on Emerging Technologies, 1-6, 2011 | 16 | 2011 |
| TrajecNets: Online Failure Evolution Analysis in 2D Space N Shahid, A Ghosh International Journal of PHM 10, http://ftp.phmsociety.org/node/2701, 2019 | 12 | 2019 |
| Tensor robust PCA on graphs N Shahid, F Grassi, P Vandergheynst ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 10 | 2019 |
| Compressive PCA for low-rank matrices on graphs N Shahid, N Perraudin, G Puy, P Vandergheynst IEEE transactions on Signal and Information Processing over Networks 3 (4 …, 2016 | 10 | 2016 |
| Graph-based sinogram denoising for tomographic reconstructions F Mahmood, N Shahid, P Vandergheynst, U Skoglund 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 10 | 2016 |
| PCA using graph total variation N Shahid, N Perraudin, V Kalofolias, B Ricaud, P Vandergheynst 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 9 | 2016 |
| Joint event detection & identification: A clustering based approach for wireless sensor networks N Shahid, SB Ali, K Ali, MA Lodhi, OB Usman, IH Naqvi 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2333-2338, 2013 | 9 | 2013 |
| Multilinear low-rank tensors on graphs & applications N Shahid, F Grassi, P Vandergheynst arXiv preprint arXiv:1611.04835, 2016 | 5 | 2016 |
| Compressed sensing and adaptive graph total variation for tomographic reconstructions F Mahmood, N Shahid, U Skoglund, P Vandergheynst IEEE Transactions on Medical Imaging, 2016 | 4 | 2016 |
Pierre VandergheynstProfessor of Electrical Engineering, Ecole Polytechnique Fédérale de Lausanne (EPFL)Verified email at epfl.ch
