Asif Iqbal

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Venues

ICASSP

Signal Process.

IEEE Trans. Image Process.

CoRR

University of Melbourne, Parkville, Victoria, Australia (PHD)

Education History

University of Melbourne, Parkville, Victoria, Australia

PHD

Publications

Asif Iqbal, Muhammad Naveed Aman, Biplab Sikdar
Machine and Representation Learning-Based GNSS Spoofing Detectors Utilizing Feature Set From Generic GNSS Receivers. IEEE Trans. Consumer Electron. 70 (1) (2024)
Asif Iqbal, Prosanta Gope, Biplab Sikdar
Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting. CoRR (2024)
Aftab Akram, Fawad Khan, Shahzaib Tahir, Asif Iqbal, Syed Aziz Shah, Abdullah Baz
Privacy Preserving Inference for Deep Neural Networks: Optimizing Homomorphic Encryption for Efficient and Secure Classification. IEEE Access 12 (2024)
Asif Iqbal, Muhammad Naveed Aman, Biplab Sikdar
Machine Learning based Time Synchronization Attack Detection for Synchrophasors. GLOBECOM (2023)
Abd-Krim Seghouane, Asif Iqbal, Aref Miri Rekavandi
RBDL: Robust block-Structured dictionary learning for block sparse representation. Pattern Recognit. Lett. 172 (2023)
Asif Iqbal, Mohamed Nait Meziane, Abd-Krim Seghouane, Karim Abed-Meraim
Adaptive complex-valued dictionary learning: Application to fMRI data analysis. Signal Process. 166 (2020)
Abd-Krim Seghouane, Asif Iqbal, Karim Abed-Meraim
Sequential Structured Dictionary Learning for Block Sparse Representations. ICASSP (2019)
Abd-Krim Seghouane, Asif Iqbal, Karim Abed-Meraim
A Sequential Block-Structured Dictionary Learning Algorithm for Block Sparse Representations. IEEE Trans. Computational Imaging 5 (2) (2019)
Asif Iqbal, Abd-Krim Seghouane
An α-Divergence-Based Approach for Robust Dictionary Learning. IEEE Trans. Image Process. 28 (11) (2019)
Asif Iqbal, Abd-Krim Seghouane
Robust Dictionary Learning Using α-Divergence. ICASSP (2019)
Abd-Krim Seghouane, Asif Iqbal
Consistent adaptive sequential dictionary learning. Signal Process. 153 (2018)
Abd-Krim Seghouane, Asif Iqbal
The adaptive block sparse PCA and its application to multi-subject FMRI data analysis using sparse mCCA. Signal Process. 153 (2018)
Asif Iqbal, Abd-Krim Seghouane
An Algorithm for Multi Subject Fmri Analysis Based on the SVD and Penalized Rank-1 Matrix Approximation. ICASSP (2018)
Asif Iqbal, Abd-Krim Seghouane, Tülay Adali
Shared and Subject-Specific Dictionary Learning (ShSSDL) Algorithm for Multisubject fMRI Data Analysis. IEEE Trans. Biomed. Eng. 65 (11) (2018)
Asif Iqbal, Abd-Krim Seghouane
A dictionary learning algorithm for multi-subject fMRI analysis based on a hybrid concatenation scheme. Digit. Signal Process. 83 (2018)
Asif Iqbal, Abd-Krim Seghouane
Dictionary Learning Algorithm for Multi-Subject Fmri Analysis Via Temporal and Spatial Concatenation. ICASSP (2018)
Abd-Krim Seghouane, Asif Iqbal
Sequential Dictionary Learning From Correlated Data: Application to fMRI Data Analysis. IEEE Trans. Image Process. 26 (6) (2017)
Abd-Krim Seghouane, Asif Iqbal
A regularized sequential dictionary learning algorithm for fmri data analysis. MLSP (2017)
Abd-Krim Seghouane, Asif Iqbal, Nandakishor Desai
BSmCCA: A block sparse multiple-set canonical correlation analysis algorithm for multi-subject fMRI data sets. ICASSP (2017)
Asif Iqbal, Abd-Krim Seghouane
An Approach for Sequential Dictionary Learning in Nonuniform Noise. DICTA (2017)
Abd-Krim Seghouane, Asif Iqbal
CSMSDL: A common sequential dictionary learning algorithm for multi-subject FMRI data sets analysis. ICIP (2017)
Abd-Krim Seghouane, Asif Iqbal
Basis Expansion Approaches for Regularized Sequential Dictionary Learning Algorithms With Enforced Sparsity for fMRI Data Analysis. IEEE Trans. Medical Imaging 36 (9) (2017)

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Publication Activity (10 Years)

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Asif Iqbal