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Kavarakuntla, Tulasi, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Lloyd, Huw ORCID: https://orcid.org/0000-0001-6537-4036, Latham, Annabel ORCID: https://orcid.org/0000-0002-8410-7950, Kleerekoper, Anthony ORCID: https://orcid.org/0000-0002-3621-8568 and Akintoye, Samson B ORCID: https://orcid.org/0000-0001-5058-433X (2024) A generic performance model for deep learning in a distributed environment. IEEE Access, 12. pp. 8207-8219. ISSN 2169-3536

Akintoye, Samson B, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Lloyd, Huw ORCID: https://orcid.org/0000-0001-6537-4036, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Dancey, Darren, Chen, Haoming and Zhang, Daoqiang (2023) Layer-wise partitioning and merging for efficient and scalable deep learning. Future Generation Computer Systems, 149. pp. 432-444. ISSN 0167-739X

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X and Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 (2023) A generic Self-Supervised Learning (SSL) framework for representation learning from spectral–spatial features of unlabeled remote sensing imagery. Remote Sensing, 15 (21). ISSN 2072-4292

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Han, Lianghao ORCID: https://orcid.org/0000-0003-2491-7473, Chen, Haoming, Dancey, Darren ORCID: https://orcid.org/0000-0001-7251-8958 and Zhang, Daoqiang (2023) sMRI-PatchNet: a novel efficient explainable patch-based deep learning network for Alzheimer’s Disease diagnosis with structural MRI. IEEE Access, 11. pp. 108603-108616. ISSN 2169-3536

(2023) A fast Fourier convolutional deep neural network for accurate and explainable discrimination of wheat yellow rust and nitrogen deficiency from Sentinel-2 time series data. Frontiers in Plant Science, 14. ISSN 1664-462X

(2023) Pepper leaf disease recognition based on enhanced lightweight convolutional neural networks. Frontiers in Plant Science, 14. ISSN 1664-462X

(2023) CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia from Chest X-ray Images. IEEE journal of biomedical and health informatics, 27 (2). pp. 980-991. ISSN 2168-2194

Doni, Febri, Ishak, Muhammad Nazri, Suhaimi, Nurul Shamsinah Mohd, Syaputri, Yolani, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Mohamed, Zulqarnain and Mispan, Muhamad Shakirin (2023) Leaf blight disease of rice caused by Pantoea: profile of an increasingly damaging disease in rice. Tropical Plant Pathology, 48 (1). pp. 1-10. ISSN 1982-5676

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Zhu, Wenyong, Sun, Liang and Zhang, Daoqiang (2022) An explainable 3D residual self-attention deep neural network for joint atrophy localization and Alzheimer's Disease diagnosis using structural MRI. IEEE Journal of Biomedical and Health Informatics, 26 (11). pp. 5289-5297. ISSN 2168-2194

Shi, Yue, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Han, Lianghao ORCID: https://orcid.org/0000-0003-2491-7473, Chang, Sheng, Hu, Tongle and Dancey, Darren (2022) A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution. IEEE Transactions on Geoscience and Remote Sensing, 60. p. 5534819. ISSN 0196-2892

Akintoye, Samson B, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Chen, Haoming and Zhang, Daoqiang (2022) A hybrid parallelization approach for distributed and scalable deep learning. IEEE Access, 10. pp. 77950-77961. ISSN 2169-3536

Zhang, Xin, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Sobeih, Tam, Lappin, Lewis, Lee, Mark A, Howard, Andew and Kisdi, Aron (2022) The Self-Supervised Spectral–Spatial Vision Transformer Network for Accurate Prediction of Wheat Nitrogen Status from UAV Imagery. Remote Sensing, 14 (6). p. 1400.

Shi, Y ORCID: https://orcid.org/0000-0001-8424-6996, Han, L ORCID: https://orcid.org/0000-0003-2491-7473, Kleerekoper, A ORCID: https://orcid.org/0000-0002-3621-8568, Chang, S and Hu, T (2022) Novel CropdocNet Model for Automated Potato Late Blight Disease Detection from Unmanned Aerial Vehicle-Based Hyperspectral Imagery. Remote Sensing, 14 (2). p. 396. ISSN 2072-4292

Shi, Yue ORCID: https://orcid.org/0000-0001-8424-6996, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Huang, Wenjiang, Chang, Sheng, Dong, Yingying, Dancey, Darren and Han, Lianghao ORCID: https://orcid.org/0000-0003-2491-7473 (2022) A Biologically Interpretable Two-Stage Deep Neural Network (BIT-DNN) for Vegetation Recognition From Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, 60. p. 4401320. ISSN 0196-2892

Yousefnezhad, Muhammad, Selvitella, Alessandro, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Zhang, Daoqiang (2021) Supervised Hyperalignment for multi-subject fMRI data alignment. IEEE Transactions on Cognitive and Developmental Systems, 13 (3). pp. 475-490. ISSN 2379-8920

Zhu, Wenyong, Sun, Liang, Huang, Jiashuang, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Zhang, Daoqiang (2021) Dual Attention Multi-Instance Deep Learning for Alzheimer’s Disease Diagnosis with Structural MRI. IEEE Transactions on Medical Imaging, 40 (9). pp. 2354-2366. ISSN 0278-0062

Dokmegang, Joel, Yap, Moi Hoon ORCID: https://orcid.org/0000-0001-7681-4287, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Cavaliere, Matteo ORCID: https://orcid.org/0000-0002-4071-6965 and Doursat, René (2021) Computational modelling unveils how epiblast remodelling and positioning rely on trophectoderm morphogenesis during mouse implantation. PLoS One, 16 (7). ISSN 1932-6203

Zhang, Xin ORCID: https://orcid.org/0000-0001-7844-593X, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Robinson, Mark and Gallagher, Anthony (2021) A gans-based deep learning framework for automatic subsurface object recognition from ground penetrating radar data. IEEE Access, 9. pp. 39009-39018. ISSN 2169-3536

Ding, Weichao, Luo, Fei, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Gu, Chunhua, Lu, Haifeng and Fuentes, Joel (2020) Adaptive virtual machine consolidation framework based on performance-to-power ratio in cloud data centers. Future Generation Computer Systems, 111. pp. 254-270. ISSN 0167-739X

Zhang, X, Han, L ORCID: https://orcid.org/0000-0003-2491-7473, Han, L ORCID: https://orcid.org/0000-0003-2491-7473 and Zhu, L (2020) How well do deep learning-based methods for land cover classification and object detection perform on high resolution remote sensing imagery? Remote Sensing, 12 (3).

Bartlett, Zoe, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Nguyen, Trung Thanh and Johnson, Princy (2019) A Novel Online Dynamic Temporal Context Neural Network Framework for the Prediction of Road Traffic Flow. IEEE Access, 7. pp. 153533-153541.

Yang, lijun, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Liu, Naxin (2019) A new approach to journal co-citation matrix construction based on the number of co-cited articles in journals. Scientometrics, 120 (2). pp. 507-517. ISSN 0138-9130

Zhang, Xueqin, Chen, Jiahao, Zhou, Yue, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Lin, Jiajun (2019) A Multiple-Layer Representation Learning Model for Network-Based Attack Detection. IEEE Access, 7. pp. 91992-92008.

(2019) A deep learning-based approach for automated yellow rust disease detection from high resolution hyperspectral UAV images. Remote Sensing, 11 (13). pp. 1554-1570. ISSN 2072-4292

(2019) Integrating Growth and Environmental Parameters to Discriminate Powdery Mildew and Aphid of Winter Wheat Using Bi-Temporal Landsat-8 Imagery. Remote Sensing, 11 (7). p. 846. ISSN 2072-4292

Kamal, AE, Han, L ORCID: https://orcid.org/0000-0003-2491-7473, Lu, L and Jabbar, S (2019) Guest editorial: Special issue on software defined networking: trends, challenges, and prospective smart solutions. Peer-to-Peer Networking and Applications, 12 (2). pp. 291-294. ISSN 1936-6442

Li, SL, Huang, Z, Han, L ORCID: https://orcid.org/0000-0003-2491-7473 and Jiang, C (2018) A genetic algorithm enhanced automatic data flow management solution for facilitating data intensive applications in the cloud. Concurrency and Computation: Practice and Experience, 30 (23). e4844. ISSN 1532-0626

Ghafir, I, Hammoudeh, M, Prenosil, V, Han, L, Hegarty, RC, Rabie, K and Aparicio-Navarro, F (2018) Detection of advanced persistent threat using machine-learning correlation analysis. Future Generation Computer Systems, 89. pp. 349-359. ISSN 0167-739X

Zhang, X, Zhou, Q, Gu, C and Han, L (2018) The Location Privacy Preserving of Social Network Based on RCCAM Access Control. IETE Technical Review, 35 (sup1). ISSN 0256-4602

Wang, S, Muhammad, K, Lv, Y, Sui, Y, Han, L and Zhang, Y (2018) Identification of Alcoholism Based on Wavelet Renyi Entropy and Three-Segment Encoded Jaya Algorithm. Complexity, 2018. ISSN 1076-2787

(2018) IEEE Access Special Section Editorial: Advanced Signal Processing Methods in Medical Imaging. IEEE Access, 6. pp. 61812-61818. ISSN 2169-3536

Haleem, M, Han, L, Hemert, J, Li, B, Fleming, A, Pasquale, L and Song, B (2018) A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis. Journal of Medical Systems, 42 (1). ISSN 0148-5598

Soroka, A, Liu, Y, Han, L and Haleem, MS (2017) Big Data Driven Customer Insights for SMEs in Redistributed Manufacturing. Procedia CIRP, 63. pp. 692-697. ISSN 2212-8271

Han, L, Dong, H, McClelland, J, Han, L, Hawkes, D and Barratt, D (2017) A Hybrid Patient-Specific Biomechanical Model Based Image Registration Method for the motion estimation of Lungs. Medical Image Analysis, 39. pp. 87-100. ISSN 1361-8415

Zhang, Y, Yang, X, Cattani, C, Dong, Z, Yuan, T and Han, L (2017) Theory and Applications of Fractional Fourier Transform and its Variants. Fundamenta Informaticae, 151 (1-4). ISSN 1875-8681

Conference or Workshop Item

Abedeen, Zaid, Ekpo, Sunday ORCID: https://orcid.org/0000-0001-9219-3759, Ijaz, Muhammad ORCID: https://orcid.org/0000-0002-0050-9435, Raza, Umar ORCID: https://orcid.org/0000-0002-9810-1285, Alabi, Stephen and Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 (2024) Path Loss Prediction of 5G in the 24.25-27.5 GHz Band based on Machine Learning. In: The Second International Conference on Adaptive and Sustainable Science, Engineering and Technology (ASSET) 2023, 18 July 2023 - 20 July 2023, Ikot Akpaden, Nigeria and Manchester, UK.

Femi-Stevens, Oluwafemi Stevens, Ekpo, Sunday ORCID: https://orcid.org/0000-0001-9219-3759, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Wang, Qiuyu ORCID: https://orcid.org/0000-0001-8571-5715 and Gibson, Andy (2022) Application of Machine Learning in Smart Factory Electromagnetic Radiation Exposure Levels Monitoring. In: CHIST-ERA Conference 2022, 24 May 2022 - 26 May 2022, Edinburgh, UK.

Ekpo, Sunday ORCID: https://orcid.org/0000-0001-9219-3759, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Zafar, Muazzam, Enahoro, Sunday, Uko, Mfonobong and Gibson, Andy (2022) Internet of Things Public Key infrastructure using Reconfigurable Hardware Root of Trust. In: CHIST-ERA Conference 2022, 24 May 2022 - 26 May 2022, Edinburgh, UK.

Kavarakuntla, Tulasi, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Lloyd, huw ORCID: https://orcid.org/0000-0001-6537-4036, Latham, Annabel ORCID: https://orcid.org/0000-0002-8410-7950 and Akintoye, Samson B (2022) Performance Analysis of Distributed Deep Learning Frameworks in a Multi-GPU Environment. In: 2021 20th International Conference on Ubiquitous Computing and Communications, 20 December 2021 - 22 December 2021, London, UK.

Haleem, Muhammad ORCID: https://orcid.org/0000-0001-5946-6567, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473, Harding, Peter and Ellison, Mark (2019) An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence. In: Proceedings IEEE Conference on Systems, Man and Cybernetics 2019, 06 October 2019 - 09 October 2019, Bari, Italy.

Coates, Adam, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Kleerekoper, Anthony ORCID: https://orcid.org/0000-0002-3621-8568 (2018) A Unified Framework for Opinion Dynamics. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), 10 July 2018 - 15 July 2018, Stockholm, Sweden.

Coates, Adam, Han, Liangxiu ORCID: https://orcid.org/0000-0003-2491-7473 and Kleerekoper, Anthony ORCID: https://orcid.org/0000-0002-3621-8568 (2018) A Unified Opinion Framework Simulator. In: 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018), 10 July 2018 - 15 July 2018, Stockholm, Sweden.

Han, Haleem, MS, Sobeih, T, Liu, Y, Soroka, A and Han, L (2018) An Automated Cloud-based Big Data Analytics Platform for Customer Insights. In: 10th IEEE International Conference on Cyber, Physical and Social Computing, 21 June 2017 - 23 June 2017, Exeter, UK.

Ghafir, I, Prenosil, V, Hammoudeh, M, Han, L and Raza, U (2017) Malicious SSL certificate detection: A step towards advanced persistent threat defence. In: International Conference on Future Networks and Distributed Systems (ICFNDS 2017), 19 July 2017 - 20 July 2017, Cambridge, United Kingdom.

Mohsin, JK, Han, L, Hammoudeh, M and Hegarty, RC (2017) Two Factor Vs Multi-factor, an Authentication Battle in Mobile Cloud Computing Environments. In: International Conference on Future Networks and Distributed Systems (ICFNDS '17), 19 July 2017 - 20 July 2017, Cambridge, Uk.

Cheng, J, Gould, N, Han, L and Jin, C (2017) Big Data for urban studies: opportunities and challenges: a comparative perspective,. In: 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 18 July 2016 - 21 July 2016, Toulouse, France.

Tu, J, Cheng, J and Han, L (2015) Big Data computation for workshop-based planning. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, 26 October 2015 - 28 October 2015, Liverpool.