Faye, Ibrahima

Faye, Ibrahima

Assoc. Prof. Dr.

Positions

Associate Professor, Fundamental & Applied Science Department , Faculty of Science and Information Technology
Member, Centre for Intelligent Signal & Imaging Research , Institute of Emerging Digital Technologies

overview

Ibrahima Faye is an Associate Professor at Universiti Teknologi PETRONAS, Seri Iskandar, Malaysia. He is attached to the Department of Fundamental and Applied Sciences and the Centre for Intelligent Signal and Imaging Research. He received a BSc, MSc and PhD in Mathematics from University of Toulouse and a MS in Engineering of Medical and Bio-technological data

member of

Fundamental & Applied Science Department

selected publications

academic article
- Artificial Neural Networks Solutions for Solving Differential Equations: A Focus and Example for Flow of Viscoelastic Fluid with Microrotation. Journal of Advanced Research in Fluid Mechanics and Thermal Sciences. 112:76-83. 2024
- Deep Learning-Based Assessment Model for Real-Time Identification of Visual Learners Using Raw EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32:378-390. 2024
- A novel method for efficient estimation of brain effective connectivity in EEG. Computer Methods and Programs in Biomedicine. 228:107242. 2023
- Advancements in Numerical Methods for Forward and Inverse Problems in Functional near Infra-Red Spectroscopy: A Review. Axioms. 12:326. 2023
- Numerical investigation of treated brain glioma model using a two-stage successive over-relaxation method. Computers in Biology and Medicine. 153:106429. 2023
- RETRACTED: A comparative study on end-to-end deep learning methods for Electroencephalogram channel selection. Engineering Applications of Artificial Intelligence. 122:106122. 2023
- Retraction notice to “A comparative study on end-to-end deep learning methods for Electroencephalogram channel selection” [Eng. Appl. Artif. Intell. 122 (2023) 106122]. Engineering Applications of Artificial Intelligence. 122:106456. 2023
- Deciding which is the best 1 H NMR predictor for organic compounds using statistical tools. Comptes Rendus. Chimie. 25:83-95. 2022
- EEG Channel Selection Techniques in Motor Imagery Applications: A Review and New Perspectives. Bioengineering. 9:726. 2022
- Flow of Viscoelastic Fluid with Microrotation at a Boundary Layer Flow of a Horizontal Circular Cylinder. CFD Letters. 14:66-74. 2022
- Principal Subspace of Dynamic Functional Connectivity for Diagnosis of Autism Spectrum Disorder. Applied Sciences. 12:9339. 2022
- Translating medical image to radiological report: Adaptive multilevel multi-attention approach. Computer Methods and Programs in Biomedicine. 221:106853. 2022
- A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students’ Interest in the Mathematics Classroom. Computational Intelligence and Neuroscience. 2021:1-8. 2021
- Analysis of Default Mode Network in Social Anxiety Disorder: EEG Resting-State Effective Connectivity Study. Sensors. 21:4098. 2021
- Automated Diagnosis of Major Depressive Disorder Using Brain Effective Connectivity and 3D Convolutional Neural Network. IEEE Access. 9:8835-8846. 2021
- Automated tibiofemoral joint segmentation based on deeply supervised 2D-3D ensemble U-Net: Data from the Osteoarthritis Initiative. Artificial Intelligence in Medicine. 122:102213. 2021
- Automatic Clustering of Students by Level of Situational Interest Based on Their EEG Features. Applied Sciences. 12:389. 2021
- Co-creation or Co-destruction: A Perspective of Online Customer Engagement Valence. Frontiers in Psychology. 11. 2021
- Conversational Task Increases Heart Rate Variability of Individuals Susceptible to Perceived Social Isolation. International Journal of Environmental Research and Public Health. 18:9858. 2021
- Effective Connectivity in Default Mode Network for Alcoholism Diagnosis. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 29:796-808. 2021
- Identification of Autism Subtypes Based on Wavelet Coherence of BOLD FMRI Signals Using Convolutional Neural Network. Sensors. 21:5256. 2021
- Identifying Elderly Patients at Risk of Falling using Time-Domain and Cyclostationarity Related Features. International Journal of Integrated Engineering. 13. 2021
- Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity. IEEE Access. 9:86899-86913. 2021
- Spatio-temporal modelling of the influence of climatic variables and seasonal variation on PM₁₀ in Malaysia using multivariate regression (MVR) and GIS. Geomatics, Natural Hazards and Risk. 12:443-468. 2021
- Towards Detection of Interest Using Physiological Sensors. Applied Sciences. 11:1318. 2021
- Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. Computer Methods and Programs in Biomedicine. 195:105566. 2020
- EEG neurofeedback for dyslexia treatment: Limitations and future directions. Journal of Physics: Conference Series. 1497:012028. 2020
- Electrocortical brain oscillations and social anxiety disorder: a pilot study of frontal alpha asymmetry and delta-beta correlation. Journal of Physics: Conference Series. 1529:052037. 2020
- 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. Sensors. 20:5780. 2020
- Hemispheric Asymmetries in Electroencephalogram Oscillations for Long-Term Memory Retrieval in Healthy Individuals. Brain Sciences. 10:937. 2020
- Longitudinal effects of common carotid artery stenosis on ocular hemodynamics assessed using laser speckle flowgraphy in a rabbit model. Scientific Reports. 10:15829. 2020
- Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution. International Journal of Fuzzy Systems. 22:1468-1486. 2020
- Predicting Daily Air Pollution Index Based on Fuzzy Time Series Markov Chain Model. Symmetry. 12:293. 2020
- Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks. IEEE Access. 8:152452-152464. 2020
- Review of EEG, ERP, and Brain Connectivity Estimators as Predictive Biomarkers of Social Anxiety Disorder. Frontiers in Psychology. 11. 2020
- Classification of Neuroticism using Psychophysiological Signals During Speaking Task based on Two Different Baseline Measurements. International Journal of Integrated Engineering. 11. 2019
- Classification of Visual and Non-visual Learners Using Electroencephalographic Alpha and Gamma Activities. Frontiers in Behavioral Neuroscience. 13. 2019
- Correction to: ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs. Wireless Networks. 25:915-915. 2019
- EEG in classroom: EMD features to detect situational interest of students during learning. Multimedia Tools and Applications. 78:16261-16281. 2019
- Experimental and Numerical Analysis of Opaque Turbulent Buoyant Jet. Journal of Applied Fluid Mechanics. 12:1929-1943. 2019
- Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait. PLOS ONE. 14:e0219839. 2019
- Wavelet-based optical velocimetry for oil spill flow rate estimation. Measurement. 138:485-496. 2019
- An Optical Flow Measurement Technique based on Continuous Wavelet Transform. Journal of Applied Fluid Mechanics. 11:695-707. 2018
- Fusion of structural and textural features for melanoma recognition. IET Computer Vision. 12:185-195. 2018
- Mammogram classification using dynamic time warping. Multimedia Tools and Applications. 77:3941-3962. 2018
- Numerical Study of Glioma Growth Model with Treatment Using the Two-Stage Gauss-Seidel Method. Journal of Physics: Conference Series. 1123:012040. 2018
- Pulse waveform analysis on temporal changes in ocular blood flow due to caffeine intake: a comparative study between habitual and non-habitual groups. Graefe's Archive for Clinical and Experimental Ophthalmology. 256:1711-1721. 2018
- Segmentation of pectoral muscle using the adaptive gamma corrections. Multimedia Tools and Applications. 77:3919-3940. 2018
- ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs. Wireless Networks. 24:1885-1903. 2018
- A Review on Segmentation and Modeling of Cerebral Vasculature for Surgical Planning. IEEE Access. 5:15222-15240. 2017
- Blood vessel segmentation in color fundus images based on regional and Hessian features. Graefe's Archive for Clinical and Experimental Ophthalmology. 255:1525-1533. 2017
- Computational Technique for an Efficient Classification of Protein Sequences With Distance‐Based Sequence Encoding Algorithm. Computational Intelligence. 33:32-55. 2017
- Mammogram Classification Using Chi-Square Distribution on Local Binary Pattern Features. Journal of Medical Imaging and Health Informatics. 7:30-34. 2017
- Microfacies and Depositional Environments of Miocene Isolated Carbonate Platforms from Central Luconia, Offshore Sarawak, Malaysia. Acta Geologica Sinica - English Edition. 91:1778-1796. 2017
- Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA. Journal of Neuroscience Methods. 291:150-165. 2017
- Review of EEG and ERP studies of extraversion personality for baseline and cognitive tasks. Personality and Individual Differences. 119:323-332. 2017
- Sparse Representation for Crowd Attributes Recognition. IEEE Access. 5:10422-10433. 2017
- A companion of Ostrowski type integral inequality using a 5-step kernel with some applications. Filomat. 30:3601-3614. 2016
- Automated microaneurysm detection in diabetic retinopathy using curvelet transform. Journal of Biomedical Optics. 21:101404. 2016
- Companion of Ostrowski-type inequality based on 5-step quadratic kernel and applications. Journal of Nonlinear Sciences and Applications. 09:537-552. 2016
- Derivation and applications of inequalities of Ostrowski type for n-times differentiable mappings for cumulative distribution function and some quadrature rules. Journal of Nonlinear Sciences and Applications. 09:1844-1857. 2016
- EEG‐based brain source localization using visual stimuli. International Journal of Imaging Systems and Technology. 26:55-64. 2016
- Improvement of Ostrowski integral type inequalities with application. Filomat. 30:1441-1456. 2016
- Fusion of completed local binary pattern features with curvelet features for mammogram classification. Applied Mathematics and Information Sciences. 9:3037-3048. 2015
- A GENERALIZATION OF OSTROWSKI TYPE INEQUALITY FOR MAPPINGS WHOSE SECOND DERIVATIVES BELONG TO L1(a,b) AND APPLICATIONS. International Journal of Pure and Apllied Mathematics. 98. 2015
- Adaptive Contrast Enhancement of Supraspinatus (SSP) Tendon Ultrasound Images. Journal of Medical Imaging and Health Informatics. 5:581-590. 2015
- Data stream outlier detection approach based on frequent pattern mining technique. International Journal of Business Information Systems. 20:55. 2015
- Document Image Binarization Using Retinex and Global Thresholding. ELCVIA Electronic Letters on Computer Vision and Image Analysis. 14:61-73. 2015
- Image Completion: Survey and Comparative Study. International Journal of Pattern Recognition and Artificial Intelligence. 29:1554001. 2015
- Image completion based on statistical texture analysis. Journal of Electronic Imaging. 24:013032. 2015
- Machine Learning to Differentiate Between Positive and Negative Emotions Using Pupil Diameter. Frontiers in Psychology. 6. 2015
- A survey of methods used for source localization using EEG signals. Biomedical Signal Processing and Control. 11:42-52. 2014
- An Optimized Feature Selection Method For Breast Cancer Diagnosis in Digital Mammogram using Multiresolution Representation. Applied Mathematics & Information Sciences. 8:2921-2928. 2014
- Bi-directional Flooding Protocol for Underwater Wireless Sensor Networks. Research Journal of Applied Sciences, Engineering and Technology. 7:3775-3785. 2014
- Curvelet based automatic segmentation of supraspinatus tendon from ultrasound image: a focused assistive diagnostic method. BioMedical Engineering OnLine. 13:157. 2014
- EEG based brain source localization comparison of sLORETA and eLORETA. Australasian Physical & Engineering Sciences in Medicine. 37:713-721. 2014
- Efficient Feature Selection and Classification of Protein Sequence Data in Bioinformatics. The Scientific World Journal. 2014:1-12. 2014
- End-to-End Delay and Energy Efficient Routing Protocol for Underwater Wireless Sensor Networks. Wireless Personal Communications. 79:339-361. 2014
- An angle based flooding protocol for underwater wireless sensor networks. Journal of Engineering and Applied Sciences. 8: 295-303. 2013
- An overview of LULU operators and discrete pulse transform for image analysis. The Imaging Science Journal. 61:146-159. 2013
- A statistical based feature extraction method for breast cancer diagnosis in digital mammogram using multiresolution representation. Computers in Biology and Medicine. 42:123-128. 2012
- An efficient Dynamic Addressing based routing protocol for Underwater Wireless Sensor Networks. Computer Communications. 35:475-486. 2012
- A survey on routing techniques in underwater wireless sensor networks. Journal of Network and Computer Applications. 34:1908-1927. 2011
- Collinear Equilibrium Solutions of Four-body Problem. Journal of Astrophysics and Astronomy. 32:411-423. 2011
- On Integer Sequences Related to a Memorization Technique. Journal of Applied Sciences. 11:1473-1475. 2011
- A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram. Computers in Biology and Medicine. 40:384-391. 2010
- Breast cancer diagnosis in digital mammogram using multiscale curvelet transform. Computerized Medical Imaging and Graphics. 34:269-276. 2010
- OCDMA SYSTEM: NEW DETECTION SCHEME AND ENCODER–DECODER STRUCTURE BASED ON FIBRE BRAGG GRATINGS (FBGs) FOR VCC CODE. International Journal of Computers and Applications. 32. 2010
- Spectral Amplitude Coding OCDMA: Performance Analysis on Detection Schemes using Vectors Combinatorial Code Families. J. Opt. Commun.. 30. 2009
- SEMI-ABELIAN SURFACES AND INTEGRABLE SYSTEMS. Proceedings of the Edinburgh Mathematical Society. 44:249-265. 2001
book
- Optical Imaging for Biomedical and Clinical Applications 2017
chapter
- K-means Clustering Analysis for EEG Features of Situational Interest Detection in Classroom Learning. Proceedings of the 6th International Conference on Fundamental and Applied Sciences. 541-550. 2021
- Some Inequalities for $$\sigma $$-Convex Functions. Proceedings of the 6th International Conference on Fundamental and Applied Sciences. 575-585. 2021
- Automatic Report Generation for Chest X-Ray Images: A Multilevel Multi-attention Approach. Communications in Computer and Information Science. 174-182. 2020
- Image-Based Technique for Turbulent Flow Segmentation. Lecture Notes in Electrical Engineering. 119-129. 2018
- Enhancement of Cell Visibility and Contrast for Fluorescence Microscope Images by Subjective and Objective Analysis of Several Visual Aspects. 9th International Conference on Robotic, Vision, Signal Processing and Power Applications. 321-331. 2017
- Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features. Advances in Intelligent Systems and Computing. 705-713. 2017
- A Review of EEG Signal Simulation Methods. Neural Information Processing. 599-608. 2016
- Adaptive Foreground Extraction for Crowd Analytics Surveillance on Unconstrained Environments. Computer Vision - ACCV 2014 Workshops. 390-400. 2015
- A Hybrid Method to Improve the Reduction of Ballistocardiogram Artifact from EEG Data. Neural Information Processing. 186-193. 2014
- A Reliable Data Flooding in Underwater Wireless Sensor Network. Lecture Notes in Electrical Engineering. 499-511. 2014
- Border Noise Removal and Clean Up Based on Retinex Theory. Lecture Notes in Electrical Engineering. 345-352. 2014
- Collision Avoidance Path for Pedestrian Agent Performing Tawaf. Lecture Notes in Electrical Engineering. 361-368. 2014
- Data Mining of Protein Sequences with Amino Acid Position-Based Feature Encoding Technique. Lecture Notes in Electrical Engineering. 119-126. 2014
- Fast and Efficient Video Completion Using Object Prior Position. Advances in Visual Informatics. 241-252. 2013
- Reduction of Ballistocardiogram Artifact Using EMD-AF. Neural Information Processing. 533-540. 2013
- A Taxonomy of Routing Techniques in Underwater Wireless Sensor Networks. 119-147. 2012
conference paper

education and training

M.E. in Medical Imaging, Ecole Centrale Paris 2006
Ph.D. in Mathematics, University of Toulouse 3 2001
M.Sc. in Mathematics 1997
B.Sc. in Mathematics 1995

full name

Ibrahima Faye

primary email

ibrahima_faye@utp.edu.my

webpage

Publications in VIVO

Co-author Network

Contact Info

ibrahima_faye@utp.edu.my

Websites