Abd‐Krim Seghouane - Publications, H-index & Citations

Abd‐Krim Seghouane

The University of Melbourne

23H指数

160论文数

2.0K被引数

收录论文 34

发表时间

Robust Discriminant Subspace Learning With α-Divergence for Image Classification 基于α-散度的鲁棒判别子空间学习用于图像分类

IEEE Transactions on Image Processing

IF13.7

2026-06-11

PREAI

Hangfei Zheng; Abd-Krim Seghouane; Djamal Merad

Sparse Canonical Correlation Analysis With Preserved Sparsity 稀疏典型相关分析中保留稀疏性

IEEE Transactions on Knowledge and Data Engineering

IF10.4

2025-10-27

PREAI

Abd-Krim Seghouane; M. Ali Qadar; Inge Koch; Aref Miri Rekavandi

A Statistical Characterization of Dynamic Brain Functional Connectivity 动态脑功能连接的统计表征

HUMAN BRAIN MAPPING

IF3.3

2025-02-01

OAAI

Chow, Winn W.; Seghouane, Abd-Krim; Seghier, Mohamed L.

Learning Robust and Sparse Principal Components With the α-Divergence

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2024-01-01

PREAI

Rekavandi, Aref Miri; Seghouane, Abd-Krim; Evans, Robin J.

RBDL: Robust block-Structured dictionary learning for block sparse representation

PATTERN RECOGNITION LETTERS

IF3.3

2023-08-01

PREAI

Seghouane, Abd-Krim; Iqbal, Asif; Rekavandi, Aref Miri

Adaptive Learning for Robust Radial Basis Function Networks

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2021-05-01

PREAI

Seghouane, Abd-Krim; Shokouhi, Navid

Robust Subspace Detectors Based on α-Divergence With Application to Detection in Imaging 基于 α-散度的鲁棒子空间检测器及其在成像检测中的应用

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2021-01-01

PREAI

Rekavandi, Aref Miri; Seghouane, Abd-Krim; Evans, Robin J.

Adaptive complex-valued dictionary learning: Application to fMRI data analysis

SIGNAL PROCESSING

IF3.6

2020-01-01

PREAI

Iqbal, Asif; Nait-Meziane, Mohamed; Seghouane, Abd-Krim; Abed-Meraim, Karim

A α-Divergence-Based Approach for Robust Dictionary Learning

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-11-01

OAAI

Iqbal, Asif; Seghouane, Abd-Krim

Sparse Principal Component Analysis With Preserved Sparsity Pattern 保留稀疏模式的稀疏主成分分析

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2019-07-01

PREAI

Seghouane, Abd-Krim; Shokouhi, Navid; Koch, Inge

Consistent Estimation of Dimensionality for Data-Driven Methods in fMRI Analysis

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2019-02-01

PREAI

Seghouane, Abd-Krim; Shokouhi, Navid

Estimating the Number of Significant Canonical Coordinates

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Seghouane, Abd-Krim; Shokouhi, Navid

Consistent adaptive sequential dictionary learning

SIGNAL PROCESSING

IF3.6

2018-12-01

PREAI

Seghouane, Abd-Krim; Iqbal, Asif

The adaptive block sparse PCA and its application to multi-subject FMRI data analysis using sparse mCCA

SIGNAL PROCESSING

IF3.6

2018-12-01

PREAI

Seghouane, Abd-Krim; Iqbal, Asif

Hybrid Joint Diagonalization Algorithms

ieee signal processing magazine

IF3.9

2018-10-01

OAAI

Nait-Meziane, Mohamed; Abed-Meraim, Karim; Seghouane, Abd-Krim Karim; Mesloub, Ammar

Algorithms for two dimensional multi set canonical correlation analysis

PATTERN RECOGNITION LETTERS

IF3.3

2018-08-01

PREAI

Desai, Nandakishor; Seghouane, Abd-Krim; Palaniswami, Marimuthu

Two-Dimensional Whitening of Face Images for Improved PCA Performance

ieee signal processing magazine

IF3.9

2018-04-01

PREAI

Seghouane, Abd-Krim; Shokouhi, Navid

Basis Expansion Approaches for Regularized Sequential Dictionary Learning Algorithms With Enforced Sparsity for fMRI Data Analysis 用于fMRI数据分析的具有强制稀疏性的正则化顺序字典学习算法的基础扩展方法

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2017-09-01

PREAI

Seghouane, Abd-Krim; Iqbal, Asif

Sequential Dictionary Learning From Correlated Data: Application to fMRI Data Analysis

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2017-06-01

PREAI

Seghouane, Abd-Krim; Iqbal, Asif

Estimating Effective Connectivity from fMRI Data Using Factor-based Subspace Autoregressive Models

ieee signal processing magazine

IF3.9

2015-06-01

PREAI

Ting, Chee-Ming; Seghouane, Abd-Krim; Salleh, Sh-Hussain; Noor, A. M.

研究方向