2025
Altahainah HS, Alyasiri OM, Noor MHM (2025) A Survey of Generative Adversarial Networks for Satellite Imagery: Applications, Image Types, Tasks, and Challenges. IEEE Access 1–1. https://doi.org/10.1109/ACCESS.2025.3623067
Al-Qablan TA, Mohd Noor MH, Al-Betar MA, Khader AT (2025) Improved gray wolf harris hawk algorithm based feature selection for sentiment analysis. Results in Control and Optimization 20:100604. https://doi.org/10.1016/j.rico.2025.100604
Mohd Noor MH, Ige AO (2025) A survey on state-of-the-art deep learning applications and challenges. Engineering Applications of Artificial Intelligence 159:111225. https://doi.org/10.1016/j.engappai.2025.111225. doi, pdf, d/l
Yang L, Yang X, Gong Z, Mao Y, Lu S, Zhu C, Wan L, Huang J, Mohd Noor MH, Wu K, Li C, Cheng G, Li Y, Liang D, Liu X, Zheng H, Hu Z, Zhang N (2025) Deep learning-based automatic segmentation of arterial vessel walls and plaques in MR vessel wall images for quantitative assessment. Eur Radiol. https://doi.org/10.1007/s00330-025-11697-9
Zhao H, Mohd Noor MH (2025) AdvancedScoreCAM: Enhancing visual explainability through hierarchical upsampling. Applied Soft Computing 177:113265. https://doi.org/10.1016/j.asoc.2025.113265. doi, pdf, d/l
Saputro EA, Afuan L, Mohd Noor MH, Cahyani APR, Sandi FP, Athiyah S, Pratama AA (2025) Interdisciplinary Collaboration in AI and Metaverse. In: Navigating AI and the Metaverse in Scientific Research. IGI Global Scientific Publishing, pp 139–162
Altabrawee H, Mohd Noor MH (2025) STCLR: Sparse Temporal Contrastive Learning for Video Representation. Neurocomputing 630:129694. https://doi.org/10.1016/j.neucom.2025.129694. doi, pdf, d/l
Baraka A, Mohd Noor MH (2025) Deep similarity segmentation model for sensor-based activity recognition. Multimed Tools Appl 84:8869–8892. https://doi.org/10.1007/s11042-024-18933-2. doi, pdf
2024
Altabrawee H, Mohd Noor MH (2024) Repeat and learn: Self-supervised visual representations learning by Repeated Scene Localization. Pattern Recognition 156:. https://doi.org/10.1016/j.patcog.2024.110804. doi, pdf, d/l
Brigitte Liau WJ, Tay SC, Azlan Mohamed AS, Ab Wahab MN, Lim LC, Khaw BK, Mohd Noor MH (2024) Synthetic Data Generation for Text Spotting on Printed Circuit Board Component Images. IEEE Access 12:61235–61251. https://doi.org/10.1109/ACCESS.2024.3394524. doi, pdf
Ab Wahab MN, Nazir A, Khalil A, Ho WJ, Akbar MF, Noor MHM, Mohamed ASA (2024) Improved genetic algorithm for mobile robot path planning in static environments. Expert Systems with Applications 249:. https://doi.org/10.1016/j.eswa.2024.123762. doi, pdf
Chi TS, Wahab MNA, Mohamed ASA, Noor MHM, Kang KB, Chuan LL, Brigitte LWJ (2024) Enhancing EfficientNet-YOLOv4 for Integrated Circuit Detection on Printed Circuit Board (PCB). IEEE Access 12:25066–25078. https://doi.org/10.1109/ACCESS.2024.3359639. doi, pdf
Tijjani S, Ab Wahab MN, Mohd Noor MH (2024) An enhanced particle swarm optimization with position update for optimal feature selection. Expert Systems with Applications 247:. https://doi.org/10.1016/j.eswa.2024.123337. doi, pdf
Shaninah FSE, Mohd Noor MH (2024) The impact of big five personality trait in predicting student academic performance. Journal of Applied Research in Higher Education 16:523–539. https://doi.org/10.1108/JARHE-08-2022-0274. doi
2023 and older
Ige AO, Mohd Noor MH (2023) A deep local-temporal architecture with attention for lightweight human activity recognition. Applied Soft Computing 149:. https://doi.org/10.1016/j.asoc.2023.110954. doi, pdf, d/l
Al-Qablan TA, Mohd Noor MH, Al-Betar MA, Khader AT (2023) A survey on sentiment analysis and its applications. Neural Computing and Applications 35:21567–21601. https://doi.org/10.1007/s00521-023-08941-y. doi, pdf
Baraka AMA, Mohd Noor MH (2023) Similarity Segmentation Approach for Sensor-Based Activity Recognition. IEEE Sensors Journal 23:19704–19716. https://doi.org/10.1109/JSEN.2023.3295778. doi, pdf
Jimale AO, Mohd Noor MH (2023) Subject variability in sensor-based activity recognition. Journal of Ambient Intelligence and Humanized Computing 14:3261–3274. https://doi.org/10.1007/s12652-021-03465-6. doi, pdf, d/l
Zhonglin T, Wahab MNA, Akbar MF, Mohamed ASA, Noor MHM, Rosdi BA (2023) SFFSORT Multi-Object Tracking by Shallow Feature Fusion for Vehicle Counting. IEEE Access 11:76827–76841. https://doi.org/10.1109/ACCESS.2023.3297190. doi
Nordin N, Zainol Z, Mohd Noor MH, Chan LF (2023) An explainable predictive model for suicide attempt risk using an ensemble learning and Shapley Additive Explanations (SHAP) approach. Asian Journal of Psychiatry 79:. https://doi.org/10.1016/j.ajp.2022.103316. doi, pdf
Ige AO, Mohd Noor MH (2023) A lightweight deep learning with feature weighting for activity recognition. Computational Intelligence 39:315–343. https://doi.org/10.1111/coin.12565. doi, pdf, d/l
Abdu H, Mohd Noor MH (2022) A Survey on Waste Detection and Classification Using Deep Learning. IEEE Access 10:128151–128165. https://doi.org/10.1109/ACCESS.2022.3226682. doi, pdf
Jimale AO, Mohd Noor MH (2022) Fully Connected Generative Adversarial Network for Human Activity Recognition. IEEE Access 10:100257–100266. https://doi.org/10.1109/ACCESS.2022.3206952. doi, pdf
Nordin N, Zainol Z, Mohd Noor MH, Chan LF (2022) Suicidal behaviour prediction models using machine learning techniques: A systematic review. Artificial Intelligence in Medicine 132:. https://doi.org/10.1016/j.artmed.2022.102395. doi, pdf
Ige AO, Mohd Noor MH (2022) A survey on unsupervised learning for wearable sensor-based activity recognition. Applied Soft Computing 127:. https://doi.org/10.1016/j.asoc.2022.109363. doi, pdf, d/l
Mohd Noor MH, Tan SY, Ab Wahab MN (2022) Deep Temporal Conv-LSTM for Activity Recognition. Neural Processing Letters 54:4027–4049. https://doi.org/10.1007/s11063-022-10799-5. doi, pdf, d/l, code, read
Mohd Noor MH, Nazir A, Wahab MNA, Ling JOY (2021) Detection of Freezing of Gait Using Unsupervised Convolutional Denoising Autoencoder. IEEE Access 9:115700–115709. https://doi.org/10.1109/ACCESS.2021.3104975
Nordin N, Zainol Z, Mohd Noor MH, Lai Fong C (2021) A comparative study of machine learning techniques for suicide attempts predictive model. Health Informatics Journal 27:. https://doi.org/10.1177/1460458221989395. doi, pdf
Mohd Noor MH (2021) Feature learning using convolutional denoising autoencoder for activity recognition. Neural Computing and Applications 33:10909–10922. https://doi.org/10.1007/s00521-020-05638-4. doi, pdf, d/l, code
Chan MH, Noor MHM (2021) A unified generative model using generative adversarial network for activity recognition. Journal of Ambient Intelligence and Humanized Computing 12:8119–8128. https://doi.org/10.1007/s12652-020-02548-0. doi, pdf, d/l
Noor MHM, Salcic Z, Wang KI-K (2020) Ontology-based sensor fusion activity recognition. Journal of Ambient Intelligence and Humanized Computing 11:3073–3087. https://doi.org/10.1007/s12652-017-0668-0. doi, pdf
Noor MHM, Salcic Z, Wang KI-K (2016) Enhancing ontological reasoning with uncertainty handling for activity recognition. Knowledge-Based Systems 114:47–60. https://doi.org/10.1016/j.knosys.2016.09.028. doi, pdf
Noor MHM, Salcic Z, Wang KI-K (2017) Adaptive sliding window segmentation for physical activity recognition using a single tri-axial accelerometer. Pervasive and Mobile Computing 38:41–59. https://doi.org/10.1016/j.pmcj.2016.09.009. doi, pdf, d/l