Article

Jawed, S. and Faye, I. and Malik, A.S. (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. pp. 378-390.

Hussain, A. and Faye, I. and Muthuvalu, M.S. and Tang, T.B. and Zafar, M. (2023) Advancements in Numerical Methods for Forward and Inverse Problems in Functional near Infra-Red Spectroscopy: A Review. Axioms, 12 (4).

Abdullah and Faye, I. and Aziz, L.A. (2023) 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 (1). pp. 76-83.

Hussain, A. and Muthuvalu, M.S. and Faye, I. and Zafar, M. and Inc, M. and Afzal, F. and Iqbal, M.S. (2023) Numerical investigation of treated brain glioma model using a two-stage successive over-relaxation method. Computers in Biology and Medicine, 153. ISSN 00104825

Abdullah and Faye, I. and Islam, M.R. (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 (2023) 122, (S0952197623003068), (10.1016/j.engappai.2023.106122)). Engineering Applications of Artificial Intelligence, 122. ISSN 09521976

Abdullah and Faye, I. and Islam, M.R. (2023) A comparative study on end-to-end deep learning methods for Electroencephalogram channel selection. Engineering Applications of Artificial Intelligence, 122.

Khan, D.M. and Yahya, N. and Kamel, N. and Faye, I. (2023) A novel method for efficient estimation of brain effective connectivity in EEG. Computer Methods and Programs in Biomedicine, 228.

Othman, E.S. and Faye, I. and Hussaan, A.M. (2022) Automatic Clustering of Students by Level of Situational Interest Based on Their EEG Features. Applied Sciences (Switzerland), 12 (1). ISSN 20763417

Mah, W.H. and Nazuan, N.H.A. and Yeap, W.S. and Fakharudin, F.H. and Faye, I. and Wilfred, C.D. (2022) Deciding which is the best 1H NMR predictor for organic compounds using statistical tools. Comptes Rendus Chimie, 25. pp. 83-95. ISSN 16310748

Abdullah and Faye, I. and Islam, M.R. (2022) EEG Channel Selection Techniques in Motor Imagery Applications: A Review and New Perspectives. Bioengineering, 9 (12). ISSN 23065354

Aziz, L.A. and Kasim, A.R.M. and Salleh, M.Z. and Faye, I. (2022) Flow of Viscoelastic Fluid with Microrotation at a Boundary Layer Flow of a Horizontal Circular Cylinder. CFD Letters, 14 (12). pp. 66-74. ISSN 21801363

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Al-Quraishi, M.S. and Al-Ezzi, A. (2022) Principal Subspace of Dynamic Functional Connectivity for Diagnosis of Autism Spectrum Disorder. Applied Sciences (Switzerland), 12 (18). ISSN 20763417

Gajbhiye, G.O. and Nandedkar, A.V. and Faye, I. (2022) Translating medical image to radiological report: Adaptive multilevel multi-attention approach. Computer Methods and Programs in Biomedicine, 221. ISSN 01692607

Al-Ezzi, A. and Kamel, N. and Faye, I. and Gunaseli, E. (2021) Analysis of default mode network in social anxiety disorder: Eeg resting-state effective connectivity study. Sensors, 21 (12). ISSN 14248220

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Khan, Z. (2021) Autism Spectrum Disorder Detection Based on Wavelet Transform of BOLD fMRI Signals Using Pre-trained Convolution Neural Network. International Journal of Integrated Engineering, 13 (5). pp. 49-56. ISSN 2229838X

Khan, D.M. and Yahya, N. and Kamel, N. and Faye, I. (2021) Automated Diagnosis of Major Depressive Disorder Using Brain Effective Connectivity and 3D Convolutional Neural Network. IEEE Access, 9. pp. 8835-8846. ISSN 21693536

Latif, M.H.A. and Faye, I. (2021) Automated tibiofemoral joint segmentation based on deeply supervised 2D-3D ensemble U-Net: Data from the Osteoarthritis Initiative. Artificial Intelligence in Medicine, 122. ISSN 09333657

Siddique, J. and Shamim, A. and Nawaz, M. and Faye, I. and Rehman, M. (2021) Co-creation or Co-destruction: A Perspective of Online Customer Engagement Valence. Frontiers in Psychology, 11. ISSN 16641078

Feng, Y.X. and Roslan, N.S. and Izhar, L.I. and Rahman, M.A. and Faye, I. and Ho, E.T.W. (2021) Conversational task increases heart rate variability of individuals susceptible to perceived social isolation. International Journal of Environmental Research and Public Health, 18 (18). ISSN 16617827

Khan, D.M. and Yahya, N. and Kamel, N. and Faye, I. (2021) Effective Connectivity in Default Mode Network for Alcoholism Diagnosis. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29. pp. 796-808. ISSN 15344320

Babiker, A. and Faye, I. (2021) A Hybrid EMD-Wavelet EEG Feature Extraction Method for the Classification of Students' Interest in the Mathematics Classroom. Computational Intelligence and Neuroscience, 2021. ISSN 16875265

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Hussein, A.F. (2021) Identification of autism subtypes based on wavelet coherence of BOLD FMRI signals using convolutional neural network. Sensors, 21 (16). ISSN 14248220

Al-Ezzi, A. and Yahya, N. and Kamel, N. and Faye, I. and Alsaih, K. and Gunaseli, E. (2021) Severity Assessment of Social Anxiety Disorder Using Deep Learning Models on Brain Effective Connectivity. IEEE Access, 9. pp. 86899-86913. ISSN 21693536

Tella, A. and Balogun, A.-L. and Faye, I. (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 (1). pp. 443-468. ISSN 19475705

Babiker, A. and Baashar, Y. and Alkahtani, A.A. and Faye, I. and Alkawsi, G. (2021) Towards detection of interest using physiological sensors. Applied Sciences (Switzerland), 11 (3). pp. 1-28. ISSN 20763417

Gajbhiye, G.O. and Nandedkar, A.V. and Faye, I. (2020) Automatic report generation for chest X-Ray images: A multilevel multi-attention approach. Communications in Computer and Information Science, 1147 C. pp. 174-182. ISSN 18650929

Alsaih, K. and Yusoff, M.Z. and Tang, T.B. and Faye, I. and Mériaudeau, F. (2020) Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans. Computer Methods and Programs in Biomedicine, 195. ISSN 01692607

Awais, M. and Ghayvat, H. and Krishnan Pandarathodiyil, A. and Nabillah Ghani, W.M. and Ramanathan, A. and Pandya, S. and Walter, N. and Naufal Saad, M. and Zain, R.B. and Faye, I. (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 (Switzerland), 20 (20). pp. 1-25. ISSN 14248220

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2020) Hemispheric asymmetries in electroencephalogram oscillations for long-term memory retrieval in healthy individuals. Brain Sciences, 10 (12). pp. 1-11. ISSN 20763425

Ismail, A. and Chen, H.C. and Faye, I. and Tang, T.B. (2020) Longitudinal effects of common carotid artery stenosis on ocular hemodynamics assessed using laser speckle flowgraphy in a rabbit model. Scientific Reports, 10 (1). ISSN 20452322

Alyousifi, Y. and Othman, M. and Faye, I. and Sokkalingam, R. and Silva, P.C.L. (2020) Markov Weighted Fuzzy Time-Series Model Based on an Optimum Partition Method for Forecasting Air Pollution. International Journal of Fuzzy Systems, 22 (5). pp. 1468-1486. ISSN 15622479

Alyousifi, Y. and Othman, M. and Sokkalingam, R. and Faye, I. and Silva, P.C.L. (2020) Predicting daily air pollution index based on fuzzy time series markov chain model. Symmetry, 12 (2). ISSN 20738994

Alsaih, K. and Yusoff, M.Z. and Faye, I. and Tang, T.B. and Meriaudeau, F. (2020) Retinal Fluid Segmentation Using Ensembled 2-Dimensionally and 2.5-Dimensionally Deep Learning Networks. IEEE Access, 8. pp. 152452-152464. ISSN 21693536

Al-Ezzi, A. and Kamel, N. and Faye, I. and Gunaseli, E. (2020) Review of EEG, ERP, and Brain Connectivity Estimators as Predictive Biomarkers of Social Anxiety Disorder. Frontiers in Psychology, 11. ISSN 16641078

Izhar, L.I. and Roslan, N.S. and Feng, Y.X. and Faye, I. and Ho, E.T.W. and Rahman, M.A. (2019) Classification of neuroticism using psychophysiological signals during speaking task based on two different baseline measurements. International Journal of Integrated Engineering, 11 (3). pp. 119-128. ISSN 2229838X

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2019) Classification of visual and non-visual learners using electroencephalographic alpha and gamma activities. Frontiers in Behavioral Neuroscience, 13. ISSN 16625153

Rehan, M. and Hasbullah, H. and Faye, I. and Rehan, W. and Chughtai, O. and Rehmani, M.H. (2019) Correction to: ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs (Wireless Netw, (2018), 24, (1885�1903), 10.1007/s11276-016-1443-4). Wireless Networks, 25 (2). p. 915. ISSN 10220038

Babiker, A. and Faye, I. and Mumtaz, W. and Malik, A.S. and Sato, H. (2019) EEG in classroom: EMD features to detect situational interest of students during learning. Multimedia Tools and Applications, 78 (12). pp. 16261-16281. ISSN 13807501

Osman, A.B. and Ovinis, M. and Fakhruldin, M.H. and Faye, I. (2019) Experimental and numerical analysis of opaque turbulent buoyant jet. Journal of Applied Fluid Mechanics, 12 (6). pp. 1929-1943. ISSN 17353572

Roslan, N.S. and Izhar, L.I. and Faye, I. and Amin, H.U. and Saad, M.N.M. and Sivapalan, S. and Karim, S.A.A. and Rahman, M.A. (2019) Neural correlates of eye contact in face-to-face verbal interaction: An EEG-based study of the extraversion personality trait. PLoS ONE, 14 (7). ISSN 19326203

Osman, A.B. and Ovinis, M. and Hashim, F.M. and Faye, I. (2019) Wavelet-based optical velocimetry for oil spill flow rate estimation. Measurement: Journal of the International Measurement Confederation, 138. pp. 485-496. ISSN 02632241

Osman, A.B. and Ovinis, M. and Faye, I. and Hashim, F.M. (2018) Image-Based Technique for Turbulent Flow Segmentation. Lecture Notes in Electrical Engineering, 488. pp. 119-129. ISSN 18761100

Gardezi, S.J.S. and Faye, I. and Sanchez Bornot, J.M. and Kamel, N. and Hussain, M. (2018) Mammogram classification using dynamic time warping. Multimedia Tools and Applications, 77 (3). pp. 3941-3962. ISSN 13807501

Ismail, A. and Bhatti, M.S. and Faye, I. and Lu, C.K. and Laude, A. and Tang, T.B. (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 (9). pp. 1711-1721. ISSN 0721832X

Rehan, M. and Hasbullah, H. and Faye, I. and Rehan, W. and Chughtai, O. and Rehmani, M.H. (2018) ZGLS: a novel flat quorum-based and reliable location management protocol for VANETs. Wireless Networks, 24 (6). pp. 1885-1903. ISSN 10220038

Osman, A.B. and Ovinis, M. and Faye, I. and Hashim, F.M. and Osei, H. (2018) An optical flow measurement technique based on continuous wavelet transform. Journal of Applied Fluid Mechanics, 11 (3). pp. 695-707. ISSN 17353572

Shah, S.A.A. and Tang, T.B. and Faye, I. and Laude, A. (2017) Blood vessel segmentation in color fundus images based on regional and Hessian features. Graefe's Archive for Clinical and Experimental Ophthalmology, 255 (8). pp. 1525-1533. ISSN 0721832X

Iqbal, M.J. and Faye, I. and Said, A.M.D. and Samir, B.B. (2017) Computational Technique for an Efficient Classification of Protein Sequences With Distance-Based Sequence Encoding Algorithm. Computational Intelligence, 33 (1). pp. 32-55. ISSN 08247935

Mkayes, A.A. and Walter, N. and Saad, N.M. and Faye, I. and Cheong, S.C. and Lim, K.P. (2017) Enhancement of cell visibility and contrast for fluorescence microscope images by subjective and objective analysis of several visual aspects. Lecture Notes in Electrical Engineering, 398. pp. 321-331. ISSN 18761100

Gardezi, S.J.S. and Faye, I. and Adjed, F. and Kamel, N. and Eltoukhy, M.M. (2017) Mammogram classification using curvelet GLCM texture features and GIST features. Advances in Intelligent Systems and Computing, 533. pp. 705-713. ISSN 21945357

Janjuhah, H.T. and G�mez Vintaned, J.A. and Salim, A.M.A. and Faye, I. and Shah, M.M. and Ghosh, D.P. (2017) Microfacies and Depositional Environments of Miocene Isolated Carbonate Platforms from Central Luconia, Offshore Sarawak, Malaysia. Acta Geologica Sinica (English Edition), 91 (5). pp. 1778-1796. ISSN 10009515

Javed, E. and Faye, I. and Malik, A.S. and Abdullah, J.M. (2017) Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA. Journal of Neuroscience Methods, 291. pp. 150-165. ISSN 01650270

Roslan, N.S. and Izhar, L.I. and Faye, I. and Saad, M.N.M. and Sivapalan, S. and Rahman, M.A. (2017) Review of EEG and ERP studies of extraversion personality for baseline and cognitive tasks. Personality and Individual Differences, 119. pp. 323-332. ISSN 01918869

Ajam, A. and Aziz, A.A. and Asirvadam, V.S. and Muda, A.S. and Faye, I. and Safdar Gardezi, S.J. (2017) A Review on Segmentation and Modeling of Cerebral Vasculature for Surgical Planning. IEEE Access, 5. pp. 15222-15240. ISSN 21693536

Nuhu Shuaibu, A. and Faye, I. and Salih Ali, Y. and Kamel, N. and Saad, M.N. and Malik, A.S. (2017) Sparse Representation for Crowd Attributes Recognition. IEEE Access, 5. pp. 10422-10433. ISSN 21693536

Osman, A.B. and Mark, O.V. and Fakhruldin, M.H. and Faye, I. (2017) Wavelet-based optical velocimetry: An alternative technique for deepwater oil spill flow rate estimation. Indian Journal of Geo-Marine Sciences, 46 (12). pp. 2579-2587. ISSN 25826506

Ali Shah, S.A. and Laude, A. and Faye, I. and Tang, T.B. (2016) Automated microaneurysm detection in diabetic retinopathy using curvelet transform. Journal of Biomedical Optics, 21 (10). ISSN 10833668

Qayyum, A. and Shoaib, M. and Faye, I. (2016) Companion of Ostrowski-type inequality based on 5-step quadratic kernel and applications. Journal of Nonlinear Science and Applications, 9 (2). pp. 537-552. ISSN 20081898

Qayyum, A. and Kashif, A.R. and Shoaib, M. and Faye, I. (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 Science and Applications, 9 (4). pp. 1844-1857. ISSN 20081898

Jatoi, M.A. and Kamel, N. and Malik, A.S. and Faye, I. and Bornot, J.M. and Begum, T. (2016) EEG-based brain source localization using visual stimuli. International Journal of Imaging Systems and Technology, 26 (1). pp. 55-64. ISSN 08999457

Qayyum, A. and Faye, I. and Shoaib, M. (2016) Improvement of Ostrowski integral type inequalities with application. Filomat, 30 (6). pp. 1441-1456. ISSN 03545180

Qayyum, A. and Shoaib, M. and Faye, I. (2016) A companion of ostrowski type integral inequality using a 5-step kernel with some applications. Filomat, 30 (13). pp. 3601-3614. ISSN 03545180

Noorzi, M.I. and Faye, I. (2016) A review of EEG signal simulation methods. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9950 L. pp. 599-608. ISSN 03029743

Gupta, R. and Elamvazuthi, I. and Dass, S.C. and George, J. and Rozalli, F.I. and Faye, I. and Vasant, P. (2015) Adaptive contrast enhancement of supraspinatus (SSP) tendon ultrasound images. Journal of Medical Imaging and Health Informatics, 5 (3). pp. 581-590. ISSN 21567018

Hassan, M.A. and Malik, A.S. and Nicolas, W. and Faye, I. (2015) Adaptive foreground extraction for crowd analytics surveillance on unconstrained environments. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9009. pp. 390-400. ISSN 03029743

Wagdy, M. and Faye, I. and Rohaya, D. (2015) Border noise removal from the document image using X-Y cut and filtering technique based on morphological operation. International Journal of Imaging and Robotics, 15 (3). pp. 88-105. ISSN 2231525X

Said, A.M. and Dominic, P.D.D. and Faye, I. (2015) Data stream outlier detection approach based on frequent pattern mining technique. International Journal of Business Information Systems, 20 (1). pp. 55-70. ISSN 17460972

Wagdy, M. and Faye, I. and Rohaya, D. (2015) Document image binarization using retinex and global thresholding. Electronic Letters on Computer Vision and Image Analysis, 14 (1). pp. 61-73. ISSN 15775097

Gardezi, S.J.S. and Faye, I. (2015) Fusion of completed local binary pattern features with curvelet features for mammogram classification. Applied Mathematics and Information Sciences, 9 (6). pp. 3037-3048. ISSN 19350090

Zarif, S. and Faye, I. and Rohaya, D. (2015) Image completion based on statistical texture analysis. Journal of Electronic Imaging, 24 (1). ISSN 10179909

Zarif, S. and Faye, I. and Rohaya, D. (2015) Image completion: Survey and comparative study. International Journal of Pattern Recognition and Artificial Intelligence, 29 (3). ISSN 02180014

Babiker, A. and Faye, I. and Prehn, K. and Malik, A. (2015) Machine learning to differentiate between positive and negative emotions using pupil diameter. Frontiers in Psychology, 6 (DEC). ISSN 16641078

Qayyum, A. and Shoaib, M. and Faye, I. (2015) Some new generalized results on Ostrowski type integral inequalities with application. Journal of Computational Analysis and Applications, 19 (4). pp. 693-712. ISSN 15211398

Qayyum, A. and Faye, I. and Shoaib, M. and Latif, M.A. (2015) A generalization of Ostrowski type inequality for mappings whose second derivatives belong to L1 (a, b) and applications. International Journal of Pure and Applied Mathematics, 98 (2). pp. 169-180. ISSN 13118080

Ali, T. and Jung, L.T. and Faye, I. and Ameer, S. (2014) Bi-directional flooding protocol for underwater wireless sensor networks. Research Journal of Applied Sciences, Engineering and Technology, 7 (18). pp. 3775-3785. ISSN 20407459

Wagdy, M. and Faye, I. and Rohaya, D. (2014) Border noise removal and clean up based on retinex theory. Lecture Notes in Electrical Engineering, 285 LN. pp. 345-352. ISSN 18761100

Ali, T. and Jung, L.T. and Faye, I. (2014) Classification of routing algorithms in volatile environment of underwater wireless sensor Networks. International Journal of Communication Networks and Information Security, 6 (2). pp. 129-147. ISSN 20760930

Shuaibu, A.N. and Faye, I. and Malik, A.S. and Simsim, M.T. (2014) Collision avoidance path for pedestrian agent performing tawaf. Lecture Notes in Electrical Engineering, 285 LN. pp. 361-368. ISSN 18761100

Gupta, R. and Elamvazuthi, I. and Dass, S.C. and Faye, I. and Vasant, P. and George, J. and Izza, F. (2014) Curvelet based automatic segmentation of supraspinatus tendon from ultrasound image: A focused assistive diagnostic method. BioMedical Engineering Online, 13 (1). ISSN 1475925X

Iqbal, M.J. and Faye, I. and Md Said, A. and Samir, B.B. (2014) Data mining of protein sequences with amino acid position-based feature encoding technique. Lecture Notes in Electrical Engineering, 285 LN. pp. 119-126. ISSN 18761100

Jatoi, M.A. and Kamel, N. and Malik, A.S. and Faye, I. (2014) EEG based brain source localization comparison of sLORETA and eLORETA. Australasian Physical and Engineering Sciences in Medicine, 37 (4). pp. 713-721. ISSN 01589938

Iqbal, M.J. and Faye, I. and Samir, B.B. and Md Said, A. (2014) Efficient feature selection and classification of protein sequence data in bioinformatics. Scientific World Journal, 2014. ISSN 23566140

Ali, T. and Jung, L.T. and Faye, I. (2014) End-to-End Delay and Energy Efficient Routing Protocol for Underwater Wireless Sensor Networks. Wireless Personal Communications, 79 (1). pp. 339-361. ISSN 09296212

Javed, E. and Faye, I. and Malik, A.S. and Abdullah, J.M. (2014) A hybrid method to improve the reduction of ballistocardiogram artifact from EEG data. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8835. pp. 186-193. ISSN 03029743

Eltoukhy, M.M. and Faye, I. (2014) An optimized feature selection method for breast cancer diagnosis in digital mammogram using multiresolution representation. Applied Mathematics and Information Sciences, 8 (6). pp. 2921-2928. ISSN 19350090

Ali, T. and Jung, L.T. and Faye, I. (2014) A reliable data flooding in underwater wireless sensor network. Lecture Notes in Electrical Engineering, 285 LN. pp. 499-511. ISSN 18761100

Jatoi, M.A. and Kamel, N. and Malik, A.S. and Faye, I. and Begum, T. (2014) A survey of methods used for source localization using EEG signals. Biomedical Signal Processing and Control, 11 (1). pp. 42-52. ISSN 17468094

Zarif, S. and Faye, I. and Rohaya, D. (2013) Fast and efficient video completion using object prior position. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8237 L. pp. 241-252. ISSN 03029743

Javed, E. and Faye, I. and Malik, A.S. (2013) Reduction of Ballistocardiogram artifact using EMD-AF. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8228 L (PART 3). pp. 533-540. ISSN 03029743

Ali, T. and Jung, L.T. and Faye, I. (2013) An angle based flooding protocol for underwater wireless sensor networks. Journal of Engineering and Applied Sciences, 8 (9). pp. 295-303. ISSN 1816949X

Rahmat, R. and Malik, A.S. and Faye, I. and Kamel, N. and Nisar, H. (2013) An overview of LULU operators and discrete pulse transform for image analysis. Imaging Science Journal, 61 (2). pp. 146-159. ISSN 13682199

Pakpahan, E.N. and Isa, M.H. and Kutty, S.R.M. and Chantara, S. and Wiriya, W. and Faye, I. (2012) Comparison of polycyclic aromatic hydrocarbons emission from thermal treatment of petroleum sludge cake in the presence of different additives. Journal of Scientific and Industrial Research, 71 (6). pp. 430-436. ISSN 00224456

Ayaz, M. and Abdullah, A. and Faye, I. and Batira, Y. (2012) An efficient Dynamic Addressing based routing protocol for Underwater Wireless Sensor Networks. Computer Communications, 35 (4). pp. 475-486. ISSN 01403664

Meselhy Eltoukhy, M. and Faye, I. and Belhaouari Samir, B. (2012) A statistical based feature extraction method for breast cancer diagnosis in digital mammogram using multiresolution representation. Computers in Biology and Medicine, 42 (1). pp. 123-128. ISSN 00104825

Shoaib, M. and Faye, I. (2011) Collinear Equilibrium Solutions of Four-body Problem. Journal of Astrophysics and Astronomy, 32 (3). pp. 411-423. ISSN 02506335

Faye, I. (2011) On integer sequences related to a memorization technique. Journal of Applied Sciences, 11 (7). pp. 1473-1475. ISSN 18125654

Ayaz, M. and Baig, I. and Abdullah, A. and Faye, I. (2011) A survey on routing techniques in underwater wireless sensor networks. Journal of Network and Computer Applications, 34 (6). pp. 1908-1927. ISSN 10848045

Eltoukhy, M.M. and Faye, I. and Samir, B.B. (2010) Breast cancer diagnosis in digital mammogram using multiscale curvelet transform. Computerized Medical Imaging and Graphics, 34 (4). pp. 269-276. ISSN 08956111

Ahmed, H.Y. and Faye, I. and Saad, N.B.M. and Aljunid, S.A. (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 (4). pp. 461-468. ISSN 1206212X

Meselhy Eltoukhy, M. and Faye, I. and Belhaouari Samir, B. (2010) A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram. Computers in Biology and Medicine, 40 (4). pp. 384-391. ISSN 00104825

Siddiqi, M.H. and Sulaiman, S. and Faye, I. and Ahmad, I. (2009) A Real time specific weed discrimination system using multi-Level wavelet decomposition. International Journal of Agriculture and Biology, 11 (5). pp. 559-565. ISSN 15608530

Ahmed, H.Y. and Faye, I. and Saad, N.M. and Aljunid, S.A. (2009) Spectral amplitude coding OCDMA: Performance analysis on detection schemes using vectors combinatorial code families. Journal of Optical Communications, 30 (4). pp. 220-224. ISSN 01734911

Conference or Workshop Item

Abdullah and Faye, I. and Islam, M.R. (2023) Electroencephalogram Channel Selection using Deep Q-Network. In: UNSPECIFIED.

Hussain, A. and Faye, I. and Muthuvalu, M.S. and Tang, T.B. (2023) Numerical Solution of Inverse Problem in Functional Near Infrared Spectroscopy using L1-Norm Method. In: UNSPECIFIED.

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Sadiq, A. and Saad, M.N.M. (2022) Detection of Alzheimer's Disease Using Dynamic Functional Connectivity Patterns in Resting-State fMRI. In: UNSPECIFIED.

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Al-Ezzi, A. (2021) Classification of ASD Subtypes Based on Coherence Features of BOLD Resting-state fMRI Signals. In: UNSPECIFIED.

Al-Hiyali, M.I. and Yahya, N. and Faye, I. and Khan, Z. and Laboratoire, K.A. (2021) Classification of BOLD FMRI Signals using Wavelet Transform and Transfer Learning for Detection of Autism Spectrum Disorder. In: UNSPECIFIED.

Othman, E.S. and Faye, I. and Babiker, A. and Hussaan, A.M. (2021) K-means Clustering Analysis for EEG Features of Situational Interest Detection in Classroom Learning. In: UNSPECIFIED.

Hussain, A. and Faye, I. and Muthuvalu, M.S. and Tong Boon, T. (2021) Least Square QR Decomposition Method for Solving the Inverse Problem in Functional Near Infra-Red Spectroscopy. In: UNSPECIFIED.

Al-Ezzi, A. and Kamel, N. and Al-Shargabi, A. and Yahya, N. and Faye, I. and Al-Hiyali, M.I. (2021) SVD-Based Feature Extraction Technique for the Improvement of Effective Connectivity Detection. In: UNSPECIFIED.

Al-Ezzi, A. and Yahya, N. and Kamel, N. and Faye, I. and Alsaih, K. and Gunaseli, E. (2021) Social Anxiety Disorder Evaluation using Effective Connectivity Measures: EEG Phase Slope Index Study. In: UNSPECIFIED.

Faye, I. and Nguyen, V.T. (2021) Some Inequalities for � -Convex Functions. In: UNSPECIFIED.

Al-Ezzi, A. and Kamel, N. and Faye, I. and Ebenezer, E.G.M. (2020) EEG Frontal Theta-Beta Ratio and Frontal Midline Theta for the Assessment of Social Anxiety Disorder. In: UNSPECIFIED.

Othman, E.S. and Faye, I. and Sundaram Muthuvalu, M. and Naufal Mohamad Saad, M. (2020) EEG neurofeedback for dyslexia treatment: Limitations and future directions. In: UNSPECIFIED.

Al-Ezzi, A. and Selman, N.K. and Faye, I. and Gunaseli, E. (2020) Electrocortical brain oscillations and social anxiety disorder: A pilot study of frontal alpha asymmetry and delta-beta correlation. In: UNSPECIFIED.

Alsaih, K. and Yusoff, M.Z. and Tang, T.B. and Faye, I. and Meriaudeau, F. (2020) Performance Evaluation of Convolutions and Atrous Convolutions in Deep Networks for Retinal Disease Segmentation on Optical Coherence Tomography Volumes. In: UNSPECIFIED.

Alsaih, K. and Yusoff, M.Z. and Tang, T.B. and Faye, I. and Meriaudeau, F. (2020) Retinal Fluids Segmentation Using Volumetric Deep Neural Networks on Optical Coherence Tomography Scans. In: UNSPECIFIED.

Qayyum, A. and Faye, I. and Malik, A.S. and Mazher, M. (2019) Assessment of cognitive load using multimedia learning and resting states with deep learning perspective. In: UNSPECIFIED.

Mazher, M. and Faye, I. and Qayyum, A. and Malik, A.S. (2019) Classification of resting and cognitive states using EEG-based feature extraction and connectivity approach. In: UNSPECIFIED.

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2019) EEG visual and non- Visual learner classification using LSTM recurrent neural networks. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A.S. and Sato, H. (2019) Studying the effect of lecture content on students� EEG data in classroom using SVD. In: UNSPECIFIED.

Roslan, N.S. and Izhar, L.I. and Feng, Y.X. and Faye, I. and Ho, E.T.W. and Rahman, M.A. (2019) An investigation of physiological correlates of neuroticism during speaking task: A preliminary study. In: UNSPECIFIED.

Osman, A.B. and Ovinis, M. and Ismael, M.A. and Fakhruldin, M.H. and Faye, I. (2018) Color-based oil spill image segmentation. In: UNSPECIFIED.

Jawed, S. and Amin, H.U. and Malik, A.S. and Faye, I. (2018) Differentiating between Visual and Non-Visual Learners Using EEG Power Spectrum Entropy. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A.S. (2018) EMD-Based Feature to Detect Situational Interest in Classroom Settings Using EEG. In: UNSPECIFIED.

Hussain, A. and Muthuvalu, M.S. and Faye, I. and Ali, M.K.M. and Lebelo, R.S. (2018) Numerical Study of Glioma Growth Model with Treatment Using the Two-Stage Gauss-Seidel Method. In: UNSPECIFIED.

Shuaibu, A.N. and Malik, A.S. and Faye, I. (2017) Adaptive feature learning CNN for behavior recognition in crowd scene. In: UNSPECIFIED.

Shuaibu, A.N. and Malik, A.S. and Faye, I. (2017) Behavior representation in visual crowd scenes using space-time features. In: UNSPECIFIED.

Hassan, M.A. and Pardiansyah, I. and Malik, A.S. and Faye, I. and Rasheed, W. (2017) Enhanced people counting system based head-shoulder detection in dense crowd scenario. In: UNSPECIFIED.

Rosdi, N.T.A.M. and May, Z. and Faye, I. and Nasir, M.H. (2017) Hep-2 cell feature extraction using wavelet and independent component analysis. In: UNSPECIFIED.

Mkayes, A.A. and Saad, N.M. and Faye, I. and Walter, N. (2017) Image histogram and FFT based critical study on noise in fluorescence microscope images. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A. (2017) Investigation of situational interest effects on learning using physiological sensors: Preliminary result. In: UNSPECIFIED.

Jatoi, M.A. and Kamel, N. and López, J.D. and Faye, I. and Malik, A.S. (2017) MSP based source localization using EEG signals. In: UNSPECIFIED.

Gardezi, S.J.S. and Awais, M. and Faye, I. and Meriaudeau, F. (2017) Mammogram classification using deep learning features. In: UNSPECIFIED.

Shuaibu, A.N. and Malik, A.S. and Faye, I. and Ali, Y.S. (2017) Pedestrian group attributes detection in crowded scenes. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A. (2017) A physiological index for situational interest in classroom settings using EEG (preliminary result). In: UNSPECIFIED.

Awais, M. and Faye, I. and Walter, N. and Saad, M.N. (2016) Automatic removal of auto fluorescence device part using circular hough transform. In: UNSPECIFIED.

Jatoi, M.A. and Kamel, N. and Faye, I. and Malik, A.S. and Bornot, J.M. and Begum, T. (2016) BEM based solution of forward problem for brain source estimation. In: UNSPECIFIED.

Iqbal, M.J. and Faye, I. and Samir, B.B. (2016) Classification of GPCRs proteins using a statistical encoding method. In: UNSPECIFIED.

Adjed, F. and Faye, I. and Ababsa, F. and Gardezi, S.J. and Dass, S.C. (2016) Classification of skin cancer images using local binary pattern and SVM classifier. In: UNSPECIFIED.

Javed, E. and Faye, I. and Malik, A.S. and Abdullah, J.M. (2016) An EMD based method for reduction of ballistocardiogram artifact from EEG studies of evoked potentials. In: UNSPECIFIED.

Shoaib, M. and Basit, A. and Faye, I. (2016) Multi-resolution analysis for ear recognition using wavelet features. In: UNSPECIFIED.

Iqbal, M.J. and Faye, I. and Said, A.M. and Belhaouari Samir, B. (2016) Optimized tree-classification algorithm for classification of protein sequences. In: UNSPECIFIED.

Hussain, A. and Faye, I. and Muthuvalu, M.S. (2016) Performance analysis of successive over relaxation method for solving glioma growth model. In: UNSPECIFIED.

Malik, A.S. and Faye, I. and Karasfi, B. and Shuaibu, A.N. (2016) Performance comparison of clustering techniques in detection of dominant flow field in crowded scene. In: UNSPECIFIED.

Qayyum, A. and Shoaib, M. and Faye, I. and Kashif, A.R. (2016) Refinements of some new efficient quadrature rules. In: UNSPECIFIED.

Awais, M. and Walter, N. and Faye, I. and Saad, M.N. and Ramanathan, A. and Zain, R.M. (2015) Analysis of auto-fluorescence images for automatic detection of abnormalities in oral cavity. In: UNSPECIFIED.

Hassan, M.A. and Malik, A.S. and Nicolas, W. and Faye, I. and Nordin, N. (2015) Reliability of bench-mark datasets for crowd analytic surveillance. In: UNSPECIFIED.

Faye, I. (2015) Students' perception in the use of self-made YouTube videos in teaching Mathematics. In: UNSPECIFIED.

Zarif, S. and Faye, I. and Rambli, D.R.A. (2015) Video completion method for static object removal based on GLCM. In: UNSPECIFIED.

Gardezi, S.J.S. and Faye, I. and Eltoukhy, M.M. (2014) Analysis of mammogram images based on texture features of curvelet sub-bands. In: UNSPECIFIED.

Wagdy, M. and Faye, I. and Rohaya, D. (2014) Degradation enhancement for the captured document image using retinex theory. In: UNSPECIFIED.

Hani, A.F.M. and Soomro, T.A. and Faye, I. and Kamel, N. and Yahya, N. (2014) Denoising methods for retinal fundus images. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A. (2014) Differentiation of pupillary signals using statistical and functional analysis. In: UNSPECIFIED.

Wagdy, M. and Faye, I. and Rohaya, D. (2014) Document image skew detection and correction method based on extreme points. In: UNSPECIFIED.

Hassan, M.A. and Malik, A.S. and Nicolas, W. and Faye, I. and Rasheed, W. and Nordin, N. and Mahmood, M.T. (2014) Foreground extraction for real-time crowd analytics in surveillance system. In: UNSPECIFIED.

Jamil, N.F.B. and Faye, I. and May, Z. (2014) HEp-2 cell images classification based on statistical texture analysis and fuzzy logic. In: UNSPECIFIED.

Ali, S.S.A. and Tang, T.B. and Laude, A. and Faye, I. (2014) Making every microaneurysm count: A hybrid approach to monitor progression of diabetic retinopathy. In: UNSPECIFIED.

Hassan, M.A. and Malik, A.S. and Nicolas, W. and Faye, I. and Mahmood, M.T. (2014) Mixture of Gaussian based background modelling for crowd tracking using multiple cameras. In: UNSPECIFIED.

Gupta, R. and Elamvazuthi, I. and Faye, I. and Vasant, P. and George, J. (2014) Musculoskeletal ultrasound images-contrast enhancement. In: UNSPECIFIED.

Javed, E. and Faye, I. and Malik, A.S. and Abdullah, J.M. (2014) Reference-free reduction of ballistocardiogram artifact from EEG data using EMD-PCA. In: UNSPECIFIED.

Ali, T. and Jung, L.T. and Faye, I. (2014) Three hops reliability model for Underwater Wireless Sensor Network. In: UNSPECIFIED.

Zarif, S. and Faye, I. and Dayang, R. (2014) A comparative study of different image completion techniques. In: UNSPECIFIED.

Iqbal, M.J. and Faye, I. and Said, A.M. and Samir, B.B. (2014) An efficient computational intelligence technique for classification of protein sequences. In: UNSPECIFIED.

Eltoukhy, M.M. and Safdar Gardezi, S.J. and Faye, I. (2014) A method to reduce curvelet coefficients for mammogram classification. In: UNSPECIFIED.

Wagdy, M. and Faye, I. and Rohaya, D. (2013) Fast and efficient document image clean up and binarization based on retinex theory. In: UNSPECIFIED.

Assefa, M. and Faye, I. and Malik, A.S. and Shoaib, M. (2013) Lung nodule detection using multi-resolution analysis. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A. (2013) Non-conscious behavior in emotion recognition: Gender effect. In: UNSPECIFIED.

Babiker, A. and Faye, I. and Malik, A. (2013) Pupillary behavior in positive and negative emotions. In: UNSPECIFIED.

Said, A.M. and Dominic, D.D. and Faye, I. (2013) Real-time network anomaly detection architecture based on frequent pattern mining technique. In: UNSPECIFIED.

Jatoi, M.A. and Kamel, N. and Malik, A.S. and Faye, I. and Begum, T. (2013) Representing EEG source localization using Finite Element Method. In: UNSPECIFIED.

Shuaibu, N.A. and Faye, I. and Simsim, M.T. and Malik, A.S. (2013) Spiral path simulation of pedestrian flow during Tawaf. In: UNSPECIFIED.

Zarif, S. and Faye, I. and Rohaya, D. (2013) Static object removal from video scene using local similarity. In: UNSPECIFIED.

Faye, I. and Nayan, M.Y. (2013) Strategies for teaching confusing topics in Mathematics: A case study. In: UNSPECIFIED.

Eltoukhy, M.M. and Faye, I. (2013) An adaptive threshold method for mass detection in mammographic images. In: UNSPECIFIED.

Iqbal, M.J. and Faye, I. and Said, A.M. and Samir, B.B. (2013) A distance-based feature-encoding technique for protein sequence classification in bioinformatics. In: UNSPECIFIED.

Hani, A.F.M. and Khoiruddin, A.A. and Walter, N. and Faye, I. and Mun, T.C. (2012) 3D reconstruction using spline inverse function analysis. In: UNSPECIFIED.

Youssofzadeh, V. and Faye, I. and Malik, A.S. and Reza, F. and Kamel, N. and Abdullah, J.M. (2012) Comparison of independent component analysis algorithms for EEG-fMRI data fusion. In: UNSPECIFIED.

Zarif, S. and Faye, I. and Rohaya, D. (2012) Fast and efficient multichannel image completion using local similarity. In: UNSPECIFIED.

Daud, M.M. and Kadim, Z. and Woon, H.H. and Faye, I. and Malik, A.S. (2012) Improved feature matching technique in low overlap area. In: UNSPECIFIED.

Shoaib, M. and Faye, I. and Sivasankaran, A. (2012) Some special solutions of the Rhomboidal five-body problem. In: UNSPECIFIED.

Hani, A.F.M. and Khoiruddin, A.A. and Walter, N. and Faye, I. (2012) Wavelet analysis for shadow detection in Fringe Projection Profilometry. In: UNSPECIFIED.

Mat Daud, M. and Kadim, Z. and Yuen, S.L. and Woon, H.H. and Faye, I. and Malik, A.S. (2012) A pre-processing approach for efficient feature matching process in extreme illumination scenario. In: UNSPECIFIED.

Faye, I. (2012) A random feature selection method for classification of mammogram images. In: UNSPECIFIED.

Elzubeir, E. and Demiral, B. and Faye, I. and Samir, B. (2011) Enhanced Oil Recovery (EOR) scheme management. In: UNSPECIFIED.

Eltoukhy, M.M. and Faye, I. and Samir, B.B. (2010) Automatic detection of breast masses in digital mammograms using pattern matching. In: UNSPECIFIED.

Eltoukhy, M.M. and Faye, I. and Samir, B.B. (2010) Curvelet based feature extraction method for breast cancer diagnosis in digital mammogram. In: UNSPECIFIED.

Ahmed, H.Y. and Faye, I. and Saad, N.M. and Al Junid, S.A. (2010) Effects of connection parameters on the performance of OCDMA system using Vector Combinatorial (VC) code. In: UNSPECIFIED.

Ayaz, M. and Abdullah, A. and Faye, I. (2010) Hop-by-hop reliable data deliveries for underwater wireless sensor networks. In: UNSPECIFIED.

Doma, M.A.M. and Faye, I. and Jeoti, V. (2010) A simple approach for text segmentation in images based on curvelet transform. In: UNSPECIFIED.

Faye, I. and Samir, B.B. and Eltoukhy, M.M.M. (2009) Digital mammograms classification using a wavelet based feature extraction method. In: UNSPECIFIED.

Eltoukhy, M.M.M. and Faye, I. and Samir, B.B. (2009) Using curvelet transform to detect breast cancer in digital mammogram. In: UNSPECIFIED.

Book

Mohamad Hani, A.F. and Soomro, T.A. and Faye, I. and Kamel, N. and Yahya, N. (2017) Noise reduction of retinal image for diabetic retinopathy assessment. CRC Press, pp. 291-357. ISBN 9781498750387; 9781498750370

Ayaz, M. and Abdullah, A. and Faye, I. (2012) A taxonomy of routing techniques in underwater wireless sensor networks. IGI Global, pp. 119-147. ISBN 9781466601017