Nauman Shahid

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 12

Top Topics

Wireless Sensor Networks

Principal Components Analysis

Top Venues

Artif. Intell. Rev.

Publications

Giuseppe Vella, Anastasios Dimou, David Gutiérrez-Pérez, Daniele Toti, Tommaso Nicoletti, Ernesto La Mattina, Francesco Grassi, Andrea Ciapetti, Michael McElligott, Nauman Shahid, Petros Daras
SURVANT: An Innovative Semantics-Based Surveillance Video Archives Investigation Assistant. ICPR Workshops (7) (2020)
Nauman Shahid, Francesco Grassi, Pierre Vandergheynst
Tensor Robust PCA on Graphs. ICASSP (2019)
Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst
Adaptive Graph-Based Total Variation for Tomographic Reconstructions. IEEE Signal Process. Lett. 25 (5) (2018)
Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst
Compressive PCA for Low-Rank Matrices on Graphs. IEEE Trans. Signal Inf. Process. over Networks 3 (4) (2017)
Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund
Graph Based Sinogram Denoising for Tomographic Reconstructions. CoRR (2016)
Faisal Mahmood, Nauman Shahid, Pierre Vandergheynst, Ulf Skoglund
Graph-based sinogram denoising for tomographic reconstructions. EMBC (2016)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Benjamin Ricaud, Pierre Vandergheynst
PCA using graph total variation. ICASSP (2016)
Faisal Mahmood, Nauman Shahid, Ulf Skoglund, Pierre Vandergheynst
Compressed Sensing and Adaptive Graph Total Variation for Tomographic Reconstructions. CoRR (2016)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Gilles Puy, Pierre Vandergheynst
Fast Robust PCA on Graphs. IEEE J. Sel. Top. Signal Process. 10 (4) (2016)
Nauman Shahid, Nathanaël Perraudin, Pierre Vandergheynst
Low-Rank Matrices on Graphs: Generalized Recovery & Applications. CoRR (2016)
Nauman Shahid, Nathanaël Perraudin, Gilles Puy, Pierre Vandergheynst
Compressive PCA on Graphs. CoRR (2016)
Nauman Shahid, Francesco Grassi, Pierre Vandergheynst
Multilinear Low-Rank Tensors on Graphs & Applications. CoRR (2016)
Nauman Shahid, Ijaz Haider Naqvi, Saad Bin Qaisar
Characteristics and classification of outlier detection techniques for wireless sensor networks in harsh environments: a survey. Artif. Intell. Rev. 43 (2) (2015)
Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
Robust Principal Component Analysis on Graphs. ICCV (2015)
Nauman Shahid, Nathanaël Perraudin, Vassilis Kalofolias, Pierre Vandergheynst
Fast Robust PCA on Graphs. CoRR (2015)
Nauman Shahid, Vassilis Kalofolias, Xavier Bresson, Michael M. Bronstein, Pierre Vandergheynst
Robust Principal Component Analysis on Graphs. CoRR (2015)
Nauman Shahid, Ijaz Haider Naqvi, Saad Bin Qaisar
One-class support vector machines: analysis of outlier detection for wireless sensor networks in harsh environments. Artif. Intell. Rev. 43 (4) (2015)
Nauman Shahid, S. B. Ali, Kamran Ali, M. A. Lodhi, O. B. Usman, Ijaz Haider Naqvi
Joint event detection & identification: A clustering based approach for Wireless Sensor Networks. WCNC (2013)
Nauman Shahid, Ijaz Haider Naqvi, Saad B. Qaisar
Quarter-Sphere SVM: Attribute and Spatio-Temporal correlations based Outlier & Event Detection in wireless sensor networks. WCNC (2012)
Nauman Shahid, S. A. Aleem, Ijaz Haider Naqvi, N. Zaffar
Support Vector Machine based fault detection & classification in smart grids. GLOBECOM Workshops (2012)
Nauman Shahid, Ijaz Haider Naqvi, Saad B. Qaisar
Real time energy efficient approach to Outlier & event detection in wireless sensor networks. ICCS (2012)