| 2025 | ICASSP | Robust Deterministic DOA Estimation Using α-divergence in Unknown Noise Fields with Sparse Sensor Arrays. | Wenjing Yang, Abd-Krim Seghouane, Pavel Krupskiy |
| 2024 | ICIP | An α-Divergence Approach To Robust Canonical Correlation Analysis. | Wenjing Yang, Abd-Krim Seghouane, Pavel Krupskiy |
| 2023 | ICASSP | Extended Expectation Maximization for Under-Fitted Models. | Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussad, Mohammed Bennamoun |
| 2023 | ICASSP | Robust Subspace Tracking with Contamination Mitigation via α-Divergence. | Le Trung Thanh, Aref Miri Rekavandi, Abd-Krim Seghouane, Karim Abed-Meraim |
| 2020 | ICASSP | Adaptive Matched Filter using Non-Target Free Training Data. | Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans |
| 2020 | ICASSP | Robust Likelihood Ratio Test Using α-Divergence. | Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans |
| 2020 | ICIP | Robust Principal Component Analysis Using Alpha Divergence. | Aref Miri Rekavandi, Abd-Krim Seghouane |
| 2020 | ICIP | Robust Structured Dictionary Learning For Block Sparse Representations Using α-Divergence. | Abd-Krim Seghouane |
| 2020 | ICIP | Sparsity Preserved Canonical Correlation Analysis. | Abd-Krim Seghouane, Muhammad Ali Qadar |
| 2019 | ICASSP | Robust Dictionary Learning Using α-Divergence. | Asif Iqbal, Abd-Krim Seghouane |
| 2019 | ICASSP | Adaptive Subspace Detector in High Dimensional Space with Insufficient Training Data. | Aref Miri Rekavandi, Abd-Krim Seghouane, Robin J. Evans |
| 2019 | ICASSP | Sequential Structured Dictionary Learning for Block Sparse Representations. | Abd-Krim Seghouane, Asif Iqbal, Karim Abed-Meraim |
| 2019 | ICASSP | Motion Artefact Removal in Functional Near-infrared Spectroscopy Signals Based on Robust Estimation. | Mengmeng Wang, Abd-Krim Seghouane |
| 2019 | SDM | Find the dimension that counts: Fast dimension estimation and Krylov PCA. | Shashanka Ubaru, Abd-Krim Seghouane, Yousef Saad |
| 2018 | ICASSP | An Algorithm for Multi Subject Fmri Analysis Based on the SVD and Penalized Rank-1 Matrix Approximation. | Asif Iqbal, Abd-Krim Seghouane |
| 2018 | ICASSP | Dictionary Learning Algorithm for Multi-Subject Fmri Analysis Via Temporal and Spatial Concatenation. | Asif Iqbal, Abd-Krim Seghouane |
| 2018 | ICIP | PCCA: A Projection CCA Method for Effective FMRI Data Analysis. | Muhammad Ali Qadar, Abd-Krim Seghouane |
| 2017 | DICTA | An Approach for Sequential Dictionary Learning in Nonuniform Noise. | Asif Iqbal, Abd-Krim Seghouane |
| 2017 | ICASSP | BSmCCA: A block sparse multiple-set canonical correlation analysis algorithm for multi-subject fMRI data sets. | Abd-Krim Seghouane, Asif Iqbal, Nandakishor Desai |
| 2017 | ICIP | CSMSDL: A common sequential dictionary learning algorithm for multi-subject FMRI data sets analysis. | Abd-Krim Seghouane, Asif Iqbal |
| 2016 | ICASSP | Sparse canonical correlation analysis based on rank-1 matrix approximation and its application for FMRI signals. | Abdeldjalil Assa-El-Bey, Abd-Krim Seghouane |
| 2016 | ICIP | Learning dictionaries from correlated data: Application to fMRI data analysis. | Abd-Krim Seghouane, Muhammad Usman Khalid |
| 2015 | DICTA | Non-Local Noise Estimation for Adaptive Image Denoising. | Muhammad Hanif, Abd-Krim Seghouane |
| 2015 | ICASSP | Unsupervised detrending technique using sparse dictionary learning for fMRI preprocessing and analysis. | Muhammad Usman Khalid, Abd-Krim Seghouane |
| 2015 | ICASSP | A sequential dictionary learning algorithm with enforced sparsity. | Abd-Krim Seghouane, Muhammad Hanif |
| 2014 | ICASSP | Sparse estimation of the hemodynamic response functionin functional near infrared spectroscopy. | Abd-Krim Seghouane, Adnan Shah |
| 2014 | ICIP | Blind image deblurring using non-negative sparse approximation. | Muhammad Hanif, Abd-Krim Seghouane |
| 2014 | ICIP | An effective image restoration using Kullback-Leibler divergence minimization. | Muhammad Hanif, Abd-Krim Seghouane |
| 2013 | ICASSP | Consistent estimation of the hemodynamic response function in fNIRS. | Adnan Shah, Abd-Krim Seghouane |
| 2013 | ICIP | An EM-based hybrid Fourier-wavelet image deconvolution algorithm. | Muhammad Hanif, Abd-Krim Seghouane |
| 2012 | DICTA | Blurred Image Deconvolution Using Gaussian Scale Mixtures Model in Wavelet Domain. | Muhammad Hanif, Abd-Krim Seghouane |
| 2012 | DICTA | Adaptive 2DCCA Based Approach for Improving Spatial Specificity of Activation Detection in Functional MRI. | Muhammad Usman Khalid, Adnan Shah, Abd-Krim Seghouane |
| 2010 | ICIP | Maximum likelihood blind image restoration via alternating minimization. | Abd-Krim Seghouane |
| 2010 | ICIP | Geodesic-ring based curvature maps for polyp detection in CT colonography. | Abd-Krim Seghouane, Ju Lynn Ong |
| 2010 | ICIP | Efficient feature selection for polyp detection. | Abd-Krim Seghouane, Ju Lynn Ong |
| 2010 | ICIP | A Bayesian model selection approach to fMRI activation detection. | Abd-Krim Seghouane, Ju Lynn Ong |
| 2008 | DICTA | Mean Shape Models for Polyp Detection in CT Colonography. | Ju Lynn Ong, Abd-Krim Seghouane, Kevin Osborn |
| 2006 | ICASSP | Local Convergence Properties of Fastica and Some Generalisations. | Knut Hper, Hao Shen, Abd-Krim Seghouane |
| 2005 | ICASSP | A criterion for vector autoregressive model selection based on Kullback's symmetric divergence. | Abd-Krim Seghouane |
| 2005 | IJCNN | Multivariate regression model selection with KIC for extrapolation cases. | Abd-Krim Seghouane |
| 2003 | ICASSP | A small sample model selection criterion based on Kullback's symmetric divergence. | Abd-Krim Seghouane, Maza Bekara, Gilles Fleury |