Liangxiu Han

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 60

Top Topics

Disease Diagnosis

Top Venues

Future Gener. Comput. Syst.

Publications

Tulasi Kavarakuntla, Liangxiu Han, Huw Lloyd, Annabel Latham, Anthony Kleerekoper, Samson B. Akintoye
A Generic Performance Model for Deep Learning in a Distributed Environment. IEEE Access 12 (2024)
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Darren Dancey
A Novel Spike Transformer Network for Depth Estimation from Event Cameras via Cross-modality Knowledge Distillation. CoRR (2024)
Tulasi Kavarakuntla, Liangxiu Han, Huw Lloyd, Annabel Latham, Anthony Kleerekoper, Samson B. Akintoye
A Generic Performance Model for Deep Learning in a Distributed Environment. CoRR (2023)
Xin Zhang, Liangxiu Han
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral-Spatial Features of Unlabeled Remote Sensing Imagery. Remote. Sens. 15 (21) (2023)
Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
sMRI-PatchNet: A Novel Efficient Explainable Patch-Based Deep Learning Network for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Access 11 (2023)
Samson B. Akintoye, Liangxiu Han, Huw Lloyd, X. Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang
Layer-wise partitioning and merging for efficient and scalable deep learning. Future Gener. Comput. Syst. 149 (2023)
Xin Zhang, Liangxiu Han
A generic self-supervised learning (SSL) framework for representation learning from spectra-spatial feature of unlabeled remote sensing imagery. CoRR (2023)
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina Dempsey, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White, Daoqiang Zhang
CXR-Net: A Multitask Deep Learning Network for Explainable and Accurate Diagnosis of COVID-19 Pneumonia From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Xin Zhang, Liangxiu Han, Lianghao Han, Haoming Chen, Darren Dancey, Daoqiang Zhang
sMRI-PatchNet: A novel explainable patch-based deep learning network for Alzheimer's disease diagnosis and discriminative atrophy localisation with Structural MRI. CoRR (2023)
Yue Shi, Liangxiu Han, Pablo González-Moreno, Darren Dancey, Wenjiang Huang, Zhiqiang Zhang, Yuanyuan Liu, Mengning Huan, Hong Miao, Min Dai
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. CoRR (2023)
Samson B. Akintoye, Liangxiu Han, Xin Zhang, Haoming Chen, Daoqiang Zhang
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning. IEEE Access 10 (2022)
Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han
A Biologically Interpretable Two-Stage Deep Neural Network (BIT-DNN) for Vegetation Recognition From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Samson B. Akintoye, Liangxiu Han, Huw Lloyd, Xin Zhang, Darren Dancey, Haoming Chen, Daoqiang Zhang
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning. CoRR (2022)
Yue Shi, Liangxiu Han, Lianghao Han, Sheng Chang, Tongle Hu, Darren Dancey
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yue Shi, Liangxiu Han, Anthony Kleerekoper, Sheng Chang, Tongle Hu
Novel CropdocNet Model for Automated Potato Late Blight Disease Detection from Unmanned Aerial Vehicle-Based Hyperspectral Imagery. Remote. Sens. 14 (2) (2022)
Christopher Carr, Shenglin Wang, Peng Wang, Liangxiu Han
Attacking Digital Twins of Robotic Systems to Compromise Security and Safety. CoRR (2022)
Xin Zhang, Liangxiu Han, Tam Sobeih, Lewis Lappin, Mark A. Lee, Andew Howard, Aron Kisdi
The Self-Supervised Spectral-Spatial Vision Transformer Network for Accurate Prediction of Wheat Nitrogen Status from UAV Imagery. Remote. Sens. 14 (6) (2022)
Yue Shi, Liangxiu Han, Lianghao Han, Sheng Chang, Tongle Hu, Darren Dancey
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution. CoRR (2021)
Yue Shi, Liangxiu Han, Anthony Kleerekoper, Sheng Chang, Tongle Hu
A Novel CropdocNet for Automated Potato Late Blight Disease Detection from the Unmanned Aerial Vehicle-based Hyperspectral Imagery. CoRR (2021)
Xin Zhang, Liangxiu Han, Tam Sobeih, Lianghao Han, Nina C. Dempsey-Hibbert, Symeon Lechareas, Ascanio Tridente, Haoming Chen, Stephen White
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images. CoRR (2021)
Xin Zhang, Liangxiu Han, Tam Sobeih, Lewis Lappin, Mark Lee, Andew Howard, Aron Kisdi
The channel-spatial attention-based vision transformer network for automated, accurate prediction of crop nitrogen status from UAV imagery. CoRR (2021)
Samson B. Akintoye, Liangxiu Han, Xin Zhang, Haoming Chen, Daoqiang Zhang
A Hybrid Parallelization Approach for Distributed and Scalable Deep Learning. CoRR (2021)
Wenyong Zhu, Liang Sun, Jiashuang Huang, Liangxiu Han, Daoqiang Zhang
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI. IEEE Trans. Medical Imaging 40 (9) (2021)
Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han, Daoqiang Zhang
Supervised Hyperalignment for Multisubject fMRI Data Alignment. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Xin Zhang, Liangxiu Han, Mark Robinson, Anthony Gallagher
A Gans-Based Deep Learning Framework for Automatic Subsurface Object Recognition From Ground Penetrating Radar Data. IEEE Access 9 (2021)
Weichao Ding, Fei Luo, Liangxiu Han, Chunhua Gu, Haifeng Lu, Joel Fuentes
Adaptive virtual machine consolidation framework based on performance-to-power ratio in cloud data centers. Future Gener. Comput. Syst. 111 (2020)
Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI. CoRR (2020)
Ying Liu, Anthony Soroka, Liangxiu Han, Jin Jian, Min Tang
Cloud-based big data analytics for customer insight-driven design innovation in SMEs. Int. J. Inf. Manag. 51 (2020)
Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han
A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Hyperspectral Imagery Classification. CoRR (2020)
Liangxiu Han, Daoqiang Zhang, Omer F. Rana, Yi Pan, Sohail Jabbar, Mazin Yousif, Moayad Aloqaily
IEEE Access Special Section Editorial: Scalable Deep Learning for Big Data. IEEE Access 8 (2020)
Muhammad Yousefnezhad, Alessandro Selvitella, Liangxiu Han, Daoqiang Zhang
Supervised Hyperalignment for multi-subject fMRI data alignment. CoRR (2020)
Xin Zhang, Liangxiu Han, Lianghao Han, Liang Zhu
How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery? Remote. Sens. 12 (3) (2020)
Xueqin Zhang, Jiahao Chen, Yue Zhou, Liangxiu Han, Jiajun Lin
A Multiple-Layer Representation Learning Model for Network-Based Attack Detection. IEEE Access 7 (2019)
Xin Zhang, Liangxiu Han, Yingying Dong, Yue Shi, Wenjiang Huang, Lianghao Han, Pablo González-Moreno, Huiqin Ma, Huichun Ye, Tam Sobeih
A Deep Learning-Based Approach for Automated Yellow Rust Disease Detection from High-Resolution Hyperspectral UAV Images. Remote. Sens. 11 (13) (2019)
Lijun Yang, Liangxiu Han, Naxin Liu
A new approach to journal co-citation matrix construction based on the number of co-cited articles in journals. Scientometrics 120 (2) (2019)
Muhammad Salman Haleem, Liangxiu Han, Peter J. Harding, Mark Ellison
An Automated Text Mining Approach for Classifying Mental-Ill Health Incidents from Police Incident Logs for Data-Driven Intelligence. SMC (2019)
Zoe Bartlett, Liangxiu Han, Trung Thanh Nguyen, Princy Johnson
A Novel Online Dynamic Temporal Context Neural Network Framework for the Prediction of Road Traffic Flow. IEEE Access 7 (2019)
Huiqin Ma, Wenjiang Huang, Yuanshu Jing, Chenghai Yang, Liangxiu Han, Yingying Dong, Huichun Ye, Yue Shi, Qiong Zheng, Linyi Liu, Chao Ruan
Integrating Growth and Environmental Parameters to Discriminate Powdery Mildew and Aphid of Winter Wheat Using Bi-Temporal Landsat-8 Imagery. Remote. Sens. 11 (7) (2019)
Zoe Bartlett, Liangxiu Han, Trung Thanh Nguyen, Princy Johnson
Prediction of Road Traffic Flow Based on Deep Recurrent Neural Networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Yudong Zhang, Liangxiu Han, Zhengchao Dong
Introduction to the special section on Advanced Signal Processing in Biomedical Imaging. Comput. Electr. Eng. 74 (2019)
Ahmed E. Kamal, Liangxiu Han, Liu Lu, Sohail Jabbar
Guest editorial: Special issue on software defined networking: Trends, challenges, and prospective smart solutions. Peer-to-Peer Netw. Appl. 12 (2) (2019)
Adam Coates, Liangxiu Han, Anthony Kleerekoper
A Unified Framework for Opinion Dynamics. AAMAS (2018)
Adam Coates, Liangxiu Han, Anthony Kleerekoper
A Unified Opinion Framework Simulator. AAMAS (2018)
Ibrahim Ghafir, Mohammad Hammoudeh, Vaclav Prenosil, Liangxiu Han, Robert Hegarty, Khaled M. Rabie, Francisco J. Aparicio-Navarro
Detection of advanced persistent threat using machine-learning correlation analysis. Future Gener. Comput. Syst. 89 (2018)
Pouyan Dinarvand, Liangxiu Han, Adam Coates, Lianghao Han
Automatic Real-Time Prediction of Energy Consumption Based on Occupancy Pattern for Energy Efficiency Management in Buildings. HPCC/SmartCity/DSS (2018)
Yudong Zhang, Yin Zhang, Zhengchao Dong, Ti-Fei Yuan, Liangxiu Han, Ming Yang, Carlo Cattani, Huimin Lu
IEEE Access Special Section Editorial: Advanced Signal Processing Methods In Medical Imaging. IEEE Access 6 (2018)
Shuihua Wang, Khan Muhammad, Yi-Ding Lv, Yuxiu Sui, Liangxiu Han, Yudong Zhang
Identification of Alcoholism Based on Wavelet Renyi Entropy and Three-Segment Encoded Jaya Algorithm. Complex. 2018 (2018)
Siguang Li, Zhengwen Huang, Liangxiu Han, Changjun Jiang
A genetic algorithm enhanced automatic data flow management solution for facilitating data intensive applications in the cloud. Concurr. Comput. Pract. Exp. 30 (23) (2018)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Baihua Li, Alan Fleming, Louis R. Pasquale, Brian J. Song
A Novel Adaptive Deformable Model for Automated Optic Disc and Cup Segmentation to Aid Glaucoma Diagnosis. J. Medical Syst. 42 (1) (2018)
Zoe Bartlett, Liangxiu Han, Trung Thanh Nguyen, Princy Johnson
A Machine Learning Based Approach for the Prediction of Road Traffic Flow on Urbanised Arterial Roads. HPCC/SmartCity/DSS (2018)
Liangxiu Han
Towards Sustainable Smart Society: Big Data Driven Approaches. ICFNDS (2017)
Yudong Zhang, Xiaojun Yang, Carlo Cattani, Zhengchao Dong, Ti-Fei Yuan, Liangxiu Han
Preface. Fundam. Informaticae 151 (1-4) (2017)
J. K. Mohsin, Liangxiu Han, Mohammad Hammoudeh, Robert Hegarty
Two Factor Vs Multi-factor, an Authentication Battle in Mobile Cloud Computing Environments. ICFNDS (2017)
Liangxiu Han, Muhammad Salman Haleem, Tam Sobeih, Ying Liu, Anthony Soroka, Lianghao Han
An Automated Cloud-Based Big Data Analytics Platform for Customer Insights. iThings/GreenCom/CPSCom/SmartData (2017)
Ibrahim Ghafir, Vaclav Prenosil, Mohammad Hammoudeh, Liangxiu Han, Umar Raza
Malicious SSL Certificate Detection: A Step Towards Advanced Persistent Threat Defence. ICFNDS (2017)
Lianghao Han, Hua Dong, Jamie R. McClelland, Liangxiu Han, David J. Hawkes, Dean C. Barratt
A hybrid patient-specific biomechanical model based image registration method for the motion estimation of lungs. Medical Image Anal. 39 (2017)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Alan Fleming, Louis R. Pasquale, Paolo S. Silva, Brian J. Song, Lloyd Paul Aiello
Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images. J. Medical Syst. 40 (6) (2016)
José Luis Gomez Ortega, Liangxiu Han, Nicholas Bowring
A Novel Dynamic Hidden Semi-Markov Model (D-HSMM) for Occupancy Pattern Detection from Sensor Data Stream. NTMS (2016)
Jianquan Cheng, Nicholas Gould, Liangxiu Han, Cheng Jin
Big Data for Urban Studies: Opportunities and Challenges: A Comparative Perspective. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Shuihua Wang, MengMeng Chen, Yang Li, Yudong Zhang, Liangxiu Han, Jane Wu, Sidan Du
Detection of Dendritic Spines Using Wavelet-Based Conditional Symmetric Analysis and Regularized Morphological Shared-Weight Neural Networks. Comput. Math. Methods Medicine 2015 (2015)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Alan Fleming
Glaucoma classification using Regional Wavelet Features of the ONH and its surroundings. EMBC (2015)
Jianguang Tu, Jianquan Cheng, Liangxiu Han
Big Data Computation for Workshop-Based Planning Support. CIT/IUCC/DASC/PICom (2015)
Tamir Sobeih, Nick Whittaker, Liangxiu Han
DIVINE: Building a Wearable Device for Intelligent Control of Environment Using Google Glass. CIT/IUCC/DASC/PICom (2015)
Liangxiu Han, Hwee Yong Ong
Parallel data intensive applications using MapReduce: a data mining case study in biomedical sciences. Clust. Comput. 18 (1) (2015)
Liangxiu Han, Hasim Altan, Masa Noguchi
A Feasibility Study on Occupants' Behaviour and Energy Usage Patterns and Its Potential Integration with Building Information Modelling. Int. J. 3 D Inf. Model. 4 (1) (2015)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Baihua Li, Alan Fleming
Retinal Area Detector From Scanning Laser Ophthalmoscope (SLO) Images for Diagnosing Retinal Diseases. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Muhammad Jasim Saeed, Liangxiu Han, Maybin K. Muyeba
An energy efficient and resource preserving target tracking approach for wireless sensor networks. CSNDSP (2014)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Baihua Li, Alan Fleming
Superpixel Based Retinal Area Detection in SLO Images. ICCVG (2014)
Maybin K. Muyeba, Sandra Lewis, Liangxiu Han, John A. Keane
Understanding Low Back Pain Using Fuzzy Association Rule Mining. SMC (2013)
Muhammad Salman Haleem, Liangxiu Han, Jano I. van Hemert, Baihua Li
Automatic extraction of retinal features from colour retinal images for glaucoma diagnosis: A review. Comput. Medical Imaging Graph. 37 (7-8) (2013)
Zheng Xie, Liangxiu Han, Richard A. Baldock
Augmented Petri Net Cost Model for Optimisation of Large Bioinformatics Workflows Using Cloud. EMS (2013)
Zeki Turedi, Liangxiu Han
Automatic forensic log file analysis for Mac OS X systems. Int. J. Electron. Secur. Digit. Forensics 5 (2) (2013)
Liangxiu Han, Zheng Xie, Richard A. Baldock
Automatic data reuse for accelerating data intensive applications in the Cloud. ICITST (2013)
Maybin K. Muyeba, Liangxiu Han
Fuzzy classification in web usage mining using fuzzy quantifiers. ASONAM (2013)
Liangxiu Han, Hwee Yong Ong
Accelerating Biomedical Data-Intensive Applications Using MapReduce. GRID (2012)
Liangxiu Han, Chee Sun Liew, Jano I. van Hemert, Malcolm P. Atkinson
A generic parallel processing model for facilitating data mining and integration. Parallel Comput. 37 (3) (2011)
Liangxiu Han, Jano I. van Hemert, Richard A. Baldock
Automatically identifying and annotating mouse embryo gene expression patterns. Bioinform. 27 (8) (2011)
Chee Sun Liew, Malcolm P. Atkinson, Jano I. van Hemert, Liangxiu Han
Towards optimising distributed data streaming graphs using parallel streams. HPDC (2010)
Liangxiu Han, Stephen Potter, George Beckett, Gavin J. Pringle, Stephen Welch, Sung-Han Koo, Gerhard Wickler, Asif Usmani, José L. Torero, Austin Tate
FireGrid: An e-infrastructure for next-generation emergency response support. J. Parallel Distributed Comput. 70 (11) (2010)
Gagarine Yaikhom, Chee Sun Liew, Liangxiu Han, Jano I. van Hemert, Malcolm P. Atkinson, Amy Krause
Federated Enactment of Workflow Patterns. Euro-Par (1) (2010)
Liangxiu Han, Jano I. van Hemert, Richard A. Baldock, Malcolm P. Atkinson
Automating Gene Expression Annotation for Mouse Embryo. ADMA (2009)
Liangxiu Han, Dave Berry
Semantic-supported and agent-based decentralized grid resource discovery. Future Gener. Comput. Syst. 24 (8) (2008)
Liangxiu Han, Asen Asenov, Dave Berry, Campbell Millar, Gareth Roy, Scott Roy, Richard O. Sinnott, Gordon Stewart
Towards a Grid-Enabled Simulation Framework for Nano-CMOS Electronics. eScience (2007)
Chuanshan Gao, Liangxiu Han, Zhiwei Cen, Chunbo Chu
A New Multifractal Traffic Model Based on the Wavelet Transform. PDCS (2001)