Fuad Noman

35 papers A* 1B 5Misc 2Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Adaptive Graph Learning with Multi-graph Convolutions for Brain Disorder Classification.
MICCAI (12)
Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao, Chee-Ming Ting
2025 J jnl
Brain-MGF: Multimodal Graph Fusion Network for EEG-fMRI Brain Connectivity Analysis Under Psilocybin.
CoRR
Sin-Yee Yap, Fuad Noman, Junn Yong Loo, Devon Stoliker, Moein Khajehnejad, Raphaël C.-W. Phan, David L. Dowe, Adeel Razi, Chee-Ming Ting
2025 — conf
Connectome-GTC: A Unified Framework for Brain Functional and Structural Connectomes Generation, Translation, and Classification.
ISBI
Yee-Fan Tan, Pei-Sze Tan, Fuad Noman, Raphael C.-W. Phan, Hernando Ombao, Chee-Ming Ting
2025 J jnl
SFC-GAN: A Generative Adversarial Network for Brain Functional and Structural Connectome Translation.
CoRR
Yee-Fan Tan, Jun Lin Liow, Pei-Sze Tan, Fuad Noman, Raphael C.-W. Phan, Hernando Ombao, Chee-Ming Ting
2025 — conf
T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models.
MICCAI (3)
Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphaël C.-W. Phan, Chee-Ming Ting
2025 J jnl
T2I-Diff: fMRI Signal Generation via Time-Frequency Image Transform and Classifier-Free Denoising Diffusion Models.
CoRR
Hwa Hui Tew, Junn Yong Loo, Yee-Fan Tan, Xinyu Tang, Hernando Ombao, Fuad Noman, Raphael C.-W. Phan, Chee-Ming Ting
2024 A* conf
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification.
IJCAI
Sin-Yee Yap, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Adeel Razi, David L. Dowe
2024 Misc conf
BrainFC-CGAN: A Conditional Generative Adversarial Network for Brain Functional Connectivity Augmentation and Aging Synthesis.
ICASSP
Yee-Fan Tan, Junn Yong Loo, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao
2024 B conf
Deep Multi-Graph Embedded Clustering for Community Detection in FMRI Functional Brain Networks Across Individuals.
ICIP
Kai-Jun See, Chee-Ming Ting, Fuad Noman, Junn Yong Loo, Yee-Fan Tan, Hernando Ombao, Raphaël C.-W. Phan
2024 B conf
Dynamic MRI Reconstruction Using Low-Rank Plus Sparse Decomposition With Smoothness Regularization.
ICIP
Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao
2024 J jnl
Dynamic MRI reconstruction using low-rank plus sparse decomposition with smoothness regularization.
CoRR
Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao
2024 J jnl
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification.
IEEE J. Biomed. Health Informatics
Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphaël C.-W. Phan, Hernando C. Ombao
2024 — conf
fMRI Functional Connectivity Augmentation Using Convolutional Generative Adversarial Networks for Brain Disorder Classification.
ISBI
Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao
2023 J jnl
A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification.
CoRR
Junn Yong Loo, Sin-Yee Yap, Fuad Noman, Raphael C.-W. Phan, Chee-Ming Ting
2023 B conf
A Unified Framework for Static and Dynamic Functional Connectivity Augmentation for Multi-Domain Brain Disorder Classification.
ICIP
Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando C. Ombao
2022 B conf
Graph Autoencoder-Based Embedded Learning in Dynamic Brain Networks for Autism Spectrum Disorder Identification.
ICIP
Fuad Noman, Sin-Yee Yap, Raphaël C.-W. Phan, Hernando C. Ombao, Chee-Ming Ting
2022 J jnl
Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation.
CoRR
Yee-Fan Tan, Chee-Ming Ting, Fuad Noman, Raphaël C.-W. Phan, Hernando Ombao
2022 B conf
GraphEx: Facial Action Unit Graph for Micro-Expression Classification.
ICIP
Shu-Min Leong, Fuad Noman, Raphaël C.-W. Phan, Vishnu Monn Baskaran, Chee-Ming Ting
2022 J jnl
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI.
IEEE Trans. Medical Imaging
Chee-Ming Ting, Jeremy I. Skipper, Fuad Noman, Steven L. Small, Hernando C. Ombao
2021 — conf
A Brief Review of Computation Techniques for ECG Signal Analysis.
TCCE
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
2021 — conf
Classification of ECG Ventricular Beats Assisted by Gaussian Parameters' Dictionary.
TCCE
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
2021 J jnl
Deep-Learning-Based Approach for Iraqi and Malaysian Vehicle License Plate Recognition.
Comput. Intell. Neurosci.
Dhuha Habeeb, Fuad Noman, Ammar Ahmed Alkahtani, Yazan A. Alsariera, Gamal Alkawsi, Yousef Fazea, Ammar Mohammed Al-jubari
2021 J jnl
Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification.
CoRR
Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphael C.-W. Phan, Brian D. Boyd, Warren D. Taylor, Hernando C. Ombao
2020 J jnl
A Comprehensive Review of Wind Energy in Malaysia: Past, Present and Future Research Trends.
CoRR
Fuad Noman, Gamal Alkawsi, Dallatu Abbas, Ammar Ahmed Alkahtani, Sieh Kiong Tiong, Janaka Ekanayake
2020 J jnl
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification.
IEEE J. Biomed. Health Informatics
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando C. Ombao, Hadri Hussain
2020 J jnl
A Multi-Domain Connectome Convolutional Neural Network for Identifying Schizophrenia From EEG Connectivity Patterns.
IEEE J. Biomed. Health Informatics
Chun-Ren Phang, Fuad Noman, Hadri Hussain, Chee-Ming Ting, Hernando C. Ombao
2020 J jnl
Comprehensive Review of Wind Energy in Malaysia: Past, Present, and Future Research Trends.
IEEE Access
Fuad Noman, Gamal Abdulnaser Alkawsi, Dallatu Abbas, Ammar Ahmed Alkahtani, Sieh Kiong Tiong, Janaka Ekanayake
2020 J jnl
Kalman Filter and Wavelet Cross-correlation for VHF Broadband Interferometer Lightning Mapping.
CoRR
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
2020 J jnl
Lightning Mapping: Techniques, Challenges, and Opportunities.
IEEE Access
Ammar Alammari, Ammar Ahmed Alkahtani, Mohd Riduan Ahmad, Fuad Noman, Mona Riza Mohd Esa, Zen Kawasaki, Sieh Kiong Tiong
2019 J jnl
Classification of EEG-Based Brain Connectivity Networks in Schizophrenia Using a Multi-Domain Connectome Convolutional Neural Network.
CoRR
Chun-Ren Phang, Chee-Ming Ting, Fuad Noman, Hernando C. Ombao
2019 Misc conf
Short-segment Heart Sound Classification Using an Ensemble of Deep Convolutional Neural Networks.
ICASSP
Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao
2018 J jnl
A Markov-Switching Model Approach to Heart Sound Segmentation and Classification.
CoRR
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, S. Balqis Samdin, Hernando Ombao, Hadri Hussain
2018 — conf
Performance Study for Multimodel Client Identification System Using Cardiac and Speech Signals.
ISMICT
Hadri Hussain, Sh-Hussain Salleh, Chee-Ming Ting, Fuad Noman, M. M. Mohammad, Ahmad Zubaidi Abdul Latif, Osamah Al-Hamdani
2018 J jnl
Short-segment heart sound classification using an ensemble of deep convolutional neural networks.
CoRR
Fuad Noman, Chee-Ming Ting, Sh-Hussain Salleh, Hernando C. Ombao
2017 — conf
Heart sound segmentation using switching linear dynamical models.
GlobalSIP
Fuad Noman, Sh-Hussain Salleh, Chee-Ming Ting, Hadri Hussain