I. Faye

Most-cited papers

Review of EEG, ERP, and Brain Connectivity Estimators as Predictive Biomarkers of Social Anxiety Disorder
Abdulhakim Al-Ezzi, N. Kamel, I. Faye, Esther Gunaseli
2020Frontiers in Psychology97 citations Open access
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EEG Channel Selection Techniques in Motor Imagery Applications: A Review and New Perspectives
Abdullah, I. Faye, Md Rafiqul Islam
2022Bioengineering58 citations Open access
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Automated Diagnosis of Major Depressive Disorder Using Brain Effective Connectivity and 3D Convolutional Neural Network
Danish M. Khan, Norashikin Yahya, N. Kamel, I. Faye
2021IEEE Access56 citations Open access
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Fusion of structural and textural features for melanoma recognition
Faouzi Adjed, S. J. S. Gardezi, F. Ababsa, I. Faye +1 more
2017IET Computer Vision52 citations
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Analysis of Default Mode Network in Social Anxiety Disorder: EEG Resting-State Effective Connectivity Study
Abdulhakim Al-Ezzi, N. Kamel, I. Faye, Esther Gunaseli
2021Italian National Conference on Sensors49 citations Open access
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Automated microaneurysm detection in diabetic retinopathy using curvelet transform
Syed Ayaz Ali Shah, A. Laude, I. Faye, T. Tang
2016Journal of Biomedical Optics49 citations Open access
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Blood vessel segmentation in color fundus images based on regional and Hessian features
S. A. A. Shah, Tong-Bo-On Tang, I. Faye, A. Laude
2017Graefe's Archive for Clinical and Experimental Ophthalmology45 citations
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Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity
Abdulhakim Al-Ezzi, Norashikin Yahya, N. Kamel, I. Faye +2 more
2021IEEE Access44 citations Open access
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Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model
Y. Alyousifi, Mahmod Othman, Rajalingam Sokkalingam, I. Faye +1 more
2020Symmetry43 citations Open access
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EEG in classroom: EMD features to detect situational interest of students during learning
A. Babiker, I. Faye, Wajid Mumtaz, A. Malik +1 more
2018Multimedia tools and applications43 citations
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Co-creation or Co-destruction: A Perspective of Online Customer Engagement Valence
Junaid I. Siddique, A. Shamim, Muhammad Nawaz, I. Faye +1 more
2021Frontiers in Psychology42 citations Open access
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Healthcare Professional in the Loop (HPIL): Classification of Standard and Oral Cancer-Causing Anomalous Regions of Oral Cavity Using Textural Analysis Technique in Autofluorescence Imaging
Muhammad Awais, H. Ghayvat, Anitha Krishnan Pandarathodiyil, Wan Maria Nabillah Ghani +6 more
2020Italian National Conference on Sensors42 citations Open access
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Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution
Y. Alyousifi, Mahmod Othman, I. Faye, Rajalingam Sokkalingam +1 more
2020International Journal of Fuzzy Systems42 citations
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Mammogram classification using deep learning features
S. J. S. Gardezi, M. Awais, I. Faye, F. Mériaudeau
2017International Conference on Signal and Image Processing Applications40 citations
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A Review on Segmentation and Modeling of Cerebral Vasculature for Surgical Planning
Azimah Ajam, A. Aziz, V. Asirvadam, A. S. Muda +2 more
2017IEEE Access37 citations Open access
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Identification of Autism Subtypes Based on Wavelet Coherence of BOLD FMRI Signals Using Convolutional Neural Network
M. I. al-Hiyali, Norashikin Yahya, I. Faye, A. F. Hussein
2021Italian National Conference on Sensors35 citations Open access
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Classification of Visual and Non-visual Learners Using Electroencephalographic Alpha and Gamma Activities
Soyiba Jawed, H. Amin, A. Malik, I. Faye
2019Frontiers in Behavioral Neuroscience35 citations Open access
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A novel method for efficient estimation of brain effective connectivity in EEG
Danish M. Khan, Norashikin Yahya, N. Kamel, I. Faye
2022Comput. Methods Programs Biomed.33 citations
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Mammogram classification using dynamic time warping
S. J. S. Gardezi, I. Faye, J. Sanchez-Bornot, N. Kamel +1 more
2018Multimedia tools and applications31 citations
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Effective Connectivity in Default Mode Network for Alcoholism Diagnosis
Danish M. Khan, Norashikin Yahya, N. Kamel, I. Faye
2021IEEE transactions on neural systems and rehabilitation engineering28 citations Open access
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Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM10 in Malaysia using multivariate regression (MVR) and GIS
A. Tella, A. Balogun, I. Faye
2021Geomatics, Natural Hazards & Risk26 citations Open access
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Review of EEG and ERP studies of extraversion personality for baseline and cognitive tasks
N. Roslan, L. I. Izhar, I. Faye, M. Saad +2 more
201724 citations Open access
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Classification of BOLD FMRI Signals using Wavelet Transform and Transfer Learning for Detection of Autism Spectrum Disorder
M. I. al-Hiyali, Norashikin Yahya, I. Faye, Zia Khan +1 more
20212020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)23 citations
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Classification of skin cancer images using local binary pattern and SVM classifier
Faouzi Adjed, I. Faye, F. Ababsa, S. J. S. Gardezi +1 more
201623 citations
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Automated tibiofemoral joint segmentation based on deeply supervised 2D-3D ensemble U-Net: Data from the Osteoarthritis Initiative
M. H. Latif, I. Faye
2021Artif. Intell. Medicine22 citations
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Automatic Report Generation for Chest X-Ray Images: A Multilevel Multi-attention Approach
Gaurav O. Gajbhiye, A. Nandedkar, I. Faye
2019International Conference on Computer Vision and Image Processing21 citations
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Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks
K. Alsaih, M. Yusoff, I. Faye, Tong-Bo-On Tang +1 more
2020IEEE Access17 citations Open access
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Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA.
Ehtasham Javed, I. Faye, A. Malik, J. Abdullah
2017Journal of Neuroscience Methods17 citations
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ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs
Maaz Rehan, H. Hasbullah, I. Faye, Waqas Rehan +2 more
2017Wireless networks15 citations
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EEG Frontal Theta-Beta Ratio and Frontal Midline Theta for the Assessment of Social Anxiety Disorder
Abdulhakim Al-Ezzi, N. Kamel, I. Faye, E. Ebenezer
2020IEEE International Conference on Control System, Computing and Engineering13 citations
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Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait
N. Roslan, L. I. Izhar, I. Faye, H. Amin +4 more
2019PLoS ONE12 citations Open access
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Segmentation of pectoral muscle using the adaptive gamma corrections
Syed Jamal Safdar Gardezi, Faouzi Adjed, I. Faye, N. Kamel +1 more
2018Multimedia tools and applications12 citations
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Principal Subspace of Dynamic Functional Connectivity for Diagnosis of Autism Spectrum Disorder
M. I. al-Hiyali, Norashikin Yahya, I. Faye, M. al-Quraishi +1 more
2022Applied Sciences11 citations Open access
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Autism Spectrum Disorder Detection Based on Wavelet Transform of BOLD fMRI Signals Using Pre-trained Convolution Neural Network
M. I. al-Hiyali, Norashikin Yahya, I. Faye, Zia Khan
2021International Journal of Integrated Engineering11 citations Open access
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EEG‐based brain source localization using visual stimuli
M. A. Jatoi, N. Kamel, A. Malik, I. Faye +2 more
2016International journal of imaging systems and technology (Print)11 citations
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Segmentation of skin cancer images using an extension of Chan and Vese model
Faouzi Adjed, I. Faye, F. Ababsa
2015International Conferences on Information Technologies and Electrical Engineering11 citations Open access
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Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features
S. J. S. Gardezi, I. Faye, Faouzi Adjed, N. Kamel +1 more
2016International Conference on Advanced Intelligent System and Informatics9 citations
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Enhanced people counting system based head-shoulder detection in dense crowd scenario
M. A. Hassan, Indratno Pardiansyah, A. Malik, I. Faye +1 more
2016International Conference on Intelligent and Advanced Systems9 citations
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Image Completion: Survey and Comparative Study
Sameh Zarif, I. Faye, Dayang Rohaya
2015International journal of pattern recognition and artificial intelligence9 citations
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Data stream outlier detection approach based on frequent pattern mining technique
A. Said, P. Dominic, I. Faye
2015International Journal of Business Information Systems9 citations
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Electrocortical brain oscillations and social anxiety disorder: a pilot study of frontal alpha asymmetry and delta-beta correlation
Abdulhakim Al-Ezzi, N. Selman, I. Faye, Esther Gunaseli
2020Journal of Physics, Conference Series8 citations Open access
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Numerical investigation of treated brain glioma model using a two-stage successive over-relaxation method
Abida Hussain, M. Muthuvalu, I. Faye, Mudasar Zafar +3 more
2022Comput. Biol. Medicine7 citations Open access
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A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students' Interest in the Mathematics Classroom
A. Babiker, I. Faye
2021Computational Intelligence and Neuroscience7 citations Open access
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Pulse waveform analysis on temporal changes in ocular blood flow due to caffeine intake: a comparative study between habitual and non-habitual groups
A. Ismail, M. Bhatti, I. Faye, Cheng-Kai Lu +2 more
2018Graefe's Archive for Clinical and Experimental Ophthalmology7 citations
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Differentiating Between Visual and Non-Visual Learners Using EEG Power Spectrum Entropy
Soyiba Jawed, H. Amin, A. Malik, I. Faye
2018International Conference on Intelligent and Advanced Systems7 citations
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Document Image Binarization Using Retinex and Global Thresholding
Marian Wagdy, I. Faye, Dayang Rohaya
20157 citations Open access
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Social Anxiety Disorder Evaluation using Effective Connectivity Measures: EEG Phase Slope Index Study
Abdulhakim Al-Ezzi, Norashikin Yahya, N. Kamel, I. Faye +2 more
20212020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES)6 citations
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Towards Detection of Interest Using Physiological Sensors
A. Babiker, Yahia Baashar, A. Alkahtani, I. Faye +1 more
2021Applied Sciences6 citations Open access
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Adaptive feature learning CNN for behavior recognition in crowd scene
A. Shuaibu, A. Malik, I. Faye
2017International Conference on Signal and Image Processing Applications6 citations
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Mammogram Classification Using Chi-Square Distribution on Local Binary Pattern Features
S. J. S. Gardezi, I. Faye, Faouzi Adjed, N. Kamel +1 more
20176 citations
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