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Journal Articles
- 2024
[j7]Fuad Noman
, Chee-Ming Ting, Hakmook Kang, Raphaël C.-W. Phan, Hernando C. Ombao:
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. IEEE J. Biomed. Health Informatics 28(3): 1644-1655 (2024)- 2022
- [j6]Chee-Ming Ting, Jeremy I. Skipper, Fuad Noman, Steven L. Small, Hernando C. Ombao:
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. IEEE Trans. Medical Imaging 41(6): 1431-1442 (2022) - 2021
- [j5]Dhuha Habeeb, Fuad Noman, Ammar Ahmed Alkahtani, Yazan A. Alsariera, Gamal Alkawsi, Yousef Fazea, Ammar Mohammed Al-jubari:
Deep-Learning-Based Approach for Iraqi and Malaysian Vehicle License Plate Recognition. Comput. Intell. Neurosci. 2021: 3971834:1-3971834:14 (2021) - 2020
- [j4]Fuad Noman, Gamal Abdulnaser Alkawsi, Dallatu Abbas, Ammar Ahmed Alkahtani, Sieh Kiong Tiong, Janaka Ekanayake:
Comprehensive Review of Wind Energy in Malaysia: Past, Present, and Future Research Trends. IEEE Access 8: 124526-124543 (2020) - [j3]Ammar Alammari, Ammar Ahmed Alkahtani, Mohd Riduan Ahmad, Fuad Noman, Mona Riza Mohd Esa, Zen Kawasaki, Sieh Kiong Tiong:
Lightning Mapping: Techniques, Challenges, and Opportunities. IEEE Access 8: 190064-190082 (2020) - [j2]Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando C. Ombao, Hadri Hussain:
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. IEEE J. Biomed. Health Informatics 24(3): 705-716 (2020) - [j1]Chun-Ren Phang, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Hernando C. Ombao:
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns. IEEE J. Biomed. Health Informatics 24(5): 1333-1343 (2020)
Conference and Workshop Papers
- 2025
- [c20]Yee-Fan Tan, Pei-Sze Tan, Fuad Noman, Raphael C.-W. Phan, Hernando Ombao, Chee-Ming Ting:
Connectome-GTC: A Unified Framework for Brain Functional and Structural Connectomes Generation, Translation, and Classification. ISBI 2025: 1-5 - [c19]Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao, Chee-Ming Ting:
Adaptive Graph Learning with Multi-graph Convolutions for Brain Disorder Classification. MICCAI (12) 2025: 56-65 - [c18]Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphaël C.-W. Phan, Chee-Ming Ting:
T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models. MICCAI (3) 2025: 640-650 - 2024
- [c17]Yee-Fan Tan, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
BrainFC-CGAN: A Conditional Generative Adversarial Network for Brain Functional Connectivity Augmentation and Aging Synthesis. ICASSP 2024: 1511-1515 - [c16]Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
Dynamic MRI Reconstruction Using Low-Rank Plus Sparse Decomposition With Smoothness Regularization. ICIP 2024: 2800-2806 - [c15]Kai-Jun See, Chee-Ming Ting, Fuad Noman, Junn Yong Loo, Yee-Fan Tan, Hernando Ombao, Raphaël C.-W. Phan:
Deep Multi-Graph Embedded Clustering for Community Detection in FMRI Functional Brain Networks Across Individuals. ICIP 2024: 2996-3002 - [c14]Sin-Yee Yap, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Adeel Razi, David L. Dowe:
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification. IJCAI 2024: 5353-5361 - [c13]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
fMRI Functional Connectivity Augmentation Using Convolutional Generative Adversarial Networks for Brain Disorder Classification. ISBI 2024: 1-5 - 2023
- [c12]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando C. Ombao:
A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification. ICIP 2023: 635-639 - 2022
- [c11]Fuad Noman, Sin-Yee Yap, Raphaël C.-W. Phan, Hernando C. Ombao, Chee-Ming Ting:
Graph Autoencoder-Based Embedded Learning in Dynamic Brain Networks for Autism Spectrum Disorder Identification. ICIP 2022: 2891-2895 - [c10]Shu-Min Leong, Fuad Noman, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Chee-Ming Ting:
GraphEx: Facial Action Unit Graph for Micro-Expression Classification. ICIP 2022: 3296-3300 - 2021
- [c9]Sheikh Hussain Shaikh Salleh, Fuad M. Noman, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Siti Hadrina Bt Sheikh Hussain, Muhammad Arif Jalil, Ahmad Zubaidi Abdul Latif, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Jalil Ali:
Key Techniques and Challenges for Processing of Heart Sound Signals. AII 2021: 136-149 - [c8]Hadri Hussain, W. S. N. A. Wan Abd Aziz, Chee-Ming Ting, Fuad M. Noman, Ahmad Zubaidi Abdul Latif, S. Balqis Samdin, Hadrina Sh, Muhammad Arif Jalil, Yusmeera Yusoff, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Sheikh Hussain Shaikh Salleh, Jalil Ali:
Enhanced Signal Processing Using Modified Cyclic Shift Tree Denoising. AII 2021: 150-160 - [c7]Hadri Hussain, Chee-Ming Ting, Muhammad Arif Jalil, Kanad Ray, Syed Zuhaib Haider Rizvi, Jacob Kavikumar, Fuad M. Noman, Ahmad Zubaidi Ahmad Zubaidi, Yin Fen Low, Sh-Hussain, Mufti Mahmud, M. Shamim Kaiser, Jalil Ali:
Identifying Individuals Using EEG-Based Brain Connectivity Patterns. BI 2021: 124-135 - [c6]Sheikh Hussain Shaikh Salleh, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Hadrina Sh-Hussain, Muhammad Arif Jalil, Ahmad Zubaidi Abdul Latif, Syed Zuhaib Haider Rizvi, Kuryati Kipli, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud, Jalil Ali:
A Brief Review of Computation Techniques for ECG Signal Analysis. TCCE 2021: 223-234 - [c5]Sh-Hussain Salleh, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Syed Rasul Bin G. Syed Hamid, Hadrina Sh-Hussain, Muhammad Arif Jalil, A. L. Ahmad Zubaidi, Syed Zuhaib Haider Rizvi, Kuryati Kipli, Kavikumar Jacob, Kanad Ray, M. Shamim Kaiser, Mufti Mahmud, Jalil Ali:
Classification of ECG Ventricular Beats Assisted by Gaussian Parameters' Dictionary. TCCE 2021: 533-548 - 2019
- [c4]Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao:
Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks. ICASSP 2019: 1318-1322 - 2018
- [c3]Hadri Hussain, Sh-Hussain Salleh, Chee-Ming Ting, Fuad Noman, M. M. Mohammad, Ahmad Zubaidi Abdul Latif, Osamah Al-Hamdani:
Performance Study for Multimodel Client Identification System Using Cardiac and Speech Signals. ISMICT 2018: 1-6 - 2017
- [c2]Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hussain:
Heart sound segmentation using switching linear dynamical models. GlobalSIP 2017: 1000-1004 - [c1]Hadri Hussain, Chee-Ming Ting, Fuad Numan, M. Nasir Ibrahim, Nur Fariza Izan, M. M. Mohammad, Hadrina Sh-Hussain:
Analysis of ECG biosignal recognition for client identifiction. ICSIPA 2017: 15-20
Informal and Other Publications
- 2025
- [i10]Yee-Fan Tan, Jun Lin Liow, Pei-Sze Tan, Fuad Noman, Raphael C.-W. Phan, Hernando Ombao, Chee-Ming Ting:
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation. CoRR abs/2501.07055 (2025) - 2024
- [i9]Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization. CoRR abs/2401.16928 (2024) - 2023
- [i8]Junn Yong Loo, Sin-Yee Yap, Fuad Noman, Raphael C.-W. Phan, Chee-Ming Ting:
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification. CoRR abs/2302.07243 (2023) - 2022
- [i7]Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao:
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation. CoRR abs/2212.05316 (2022) - 2021
- [i6]Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphael C.-W. Phan, Brian D. Boyd, Warren D. Taylor, Hernando C. Ombao:
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification. CoRR abs/2107.12838 (2021) - 2020
- [i5]Fuad Noman, Gamal Alkawsi, Dallatu Abbas, Ammar Ahmed Alkahtani, Sieh Kiong Tiong, Janaka Ekanayake:
A Comprehensive Review of Wind Energy in Malaysia: Past, Present and Future Research Trends. CoRR abs/2004.11538 (2020) - [i4]Ammar Alammari, Ammar Ahmed Alkahtani, Mohd Riduan Ahmad, Fuad Noman, Mona Riza Mohd Esa, Muhammad Haziq Mohamad Sabri, Sulaiman Ali Mohammad, Ahmed Salih Al-Khaleefa, Zen Kawasaki, Vassilios G. Agelidis:
Kalman Filter and Wavelet Cross-correlation for VHF Broadband Interferometer Lightning Mapping. CoRR abs/2004.13559 (2020) - 2019
- [i3]Chun-Ren Phang, Chee-Ming Ting, Fuad Noman, Hernando C. Ombao:
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network. CoRR abs/1903.08858 (2019) - 2018
- [i2]Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain:
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification. CoRR abs/1809.03395 (2018) - [i1]Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao:
Short-segment heart sound classification using an ensemble of deep convolutional neural networks. CoRR abs/1810.11573 (2018)
Coauthor Index
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