Professor Po Yang
BSc (Hons), MSc, PhD
School of Computer Science
Professor of Pervasive Intelligence
Research Innovation Impact Lead
Head of the Pervasive Computing research group
po.yang@sheffield.ac.uk
Regent Court (DCS)
Full contact details
Professor Po Yang
School of Computer Science
Regent Court (DCS)
211 Portobello
Sheffield
S1 4DP
School of Computer Science
Regent Court (DCS)
211 Portobello
Sheffield
S1 4DP
- Profile
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Professor Po Yang (PY) is Professor of Pervasive Intelligence in the School of Computer Science (COM) at the University of Sheffield (UoS), and also the Deputy Director of Research and Innovation in COM. He obtained his BSc (Hons) in Computer Science from Wuhan University in China, MSc in Computer Science from the University of Bristol, and PhD in Electronic Engineering from Staffordshire University. Since 2015, he has built a research team at Liverpool John Moores University (2015 - 2019) and then Sheffield (2019 - now).
Po has extensive research experience in pervasive and mobile intelligence, where he conducted interdisciplinary research across machine learning, pervasive computing, smart sensing, and data science. Since 2019, he has been the Principal Investigator on £1.1 million of research funding, and the Project Coordinator on over £2.6 million of research funding from InnovateUK, BBSRC, STFC, EPSRC, Research Englangd, industrial funds, etc.
He has published 100+ journal papers and 80+ IEEE/ACM conference papers, with over 5000 citations (h-index 39). This includes 43 IEEE Trans/Journal, 10 top conferences (AAAI, KDD, and CIKM), 4 ESI Highly Cited Paper, and the 2022-Best Paper of IEEE IES Society TC-II. He serves as an Associate Editor in IEEE Journal of Translational Engineering in Health and Medicine, Journal of Biomedical Informatics and Scientific Reports
- Research interests
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Pervasive data mining, machine learning, image analysis, and precision agriculture.
- Publications
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Books
- Advances in Understanding Insect Pests Affecting Wheat and Other Cereals.
Journal articles
- Multi-scale feature and multi-channel selection toward Parkinson’s disease diagnosis with EEG. Sensors, 24(14). View this article in WRRO
- Thresholds and prediction models to support the sustainable management of herbivorous insects in wheat. A review. Agronomy for Sustainable Development, 44(29). View this article in WRRO
- Guest Editorial of the Special section on Emerging Technologies and Applications of Consumer Electronics for Healthy and Sustainable Life. IEEE Transactions on Consumer Electronics, 70(1), 2378-2381.
- Antisaturation fixed-time attitude tracking control based low-computation learning for uncertain quadrotor UAVs with external disturbances. Aerospace Science and Technology, 142, 108668-108668.
- Corrigendum to ’Sustainable fertilisation management via tensor multi-task learning using multi-dimensional agricultural data’. Journal of Industrial Information Integration, 35, 100508-100508.
- A holistic multi-source transfer learning approach using wearable sensors for personalized daily activity recognition. Complex & Intelligent Systems, 1-13.
- Self-supervised knowledge mining from unlabeled data for bearing fault diagnosis under limited annotations. Measurement, 113387-113387.
- Editorial: deep learning in crop diseases and insect pests. Frontiers in Plant Science, 14.
- Pest region detection in complex backgrounds via contextual information and multi-scale mixed attention mechanism. Agriculture, 12(8).
- VIDEO-BASED TABLE TENNIS TRACKING AND TRAJECTORY PREDICTION USING CONVOLUTIONAL NEURAL NETWORKS. Fractals, 30(05).
- A novel feature relearning method for automatic sleep staging based on single-channel EEG. Complex & Intelligent Systems.
- Privacy-Preserving enabled Lightweight COVID-19 Simulation Model for Mobile Intelligent Application. IEEE Internet of Things Journal, 1-1.
- Controllable Model Compression for Roadside Camera Depth Estimation. IEEE Transactions on Intelligent Transportation Systems, 1-8.
- A novel sub-Kmeans based on co-training approach by transforming single-view into multi-view. Future Generation Computer Systems, 125, 831-843.
- Reservoir hosts prediction for COVID-19 by hybrid transfer learning model. Journal of Biomedical Informatics, 117.
- A novel word similarity measure method for IoT-enabled Healthcare applications. Future Generation Computer Systems, 114, 209-218.
- Feasibility study of mitigation and suppression strategies for controlling COVID-19 outbreaks in London and Wuhan. PLoS ONE, 15(8). View this article in WRRO
- DUAPM: An Effective Dynamic Micro-Blogging User Activity Prediction Model Towards Cyber-Physical-Social Systems. IEEE Transactions on Industrial Informatics, 16(8), 5317-5326.
- OFF-eNET: An optimally fused fully end-to-end network for automatic dense volumetric 3D intracranial blood vessels segmentation. IEEE Transactions on Image Processing. View this article in WRRO
- Optic disc and cup segmentation through fuzzy broad learning system for glaucoma screening. IEEE Transactions on Industrial Informatics. View this article in WRRO
- Deep learning based automatic multi-class wild pest monitoring approach using hybrid global and local activated features. IEEE Transactions on Industrial Informatics. View this article in WRRO
- Quantum-enhanced multiobjective large-scale optimization via parallelism. Swarm and Evolutionary Computation. View this article in WRRO
- SPST-CNN: Spatial pyramid based searching and tagging of liver’s intraoperative live views via CNN for minimal invasive surgery. Journal of Biomedical Informatics, 106, 103430-103430.
- VoxRec : hybrid convolutional neural network for active 3D object recognition. IEEE Access, 8, 70969-70980. View this article in WRRO
- Automated decision support system for lung cancer detection and classification via enhanced RFCN with multilayer fusion RPN. IEEE Transactions on Industrial Informatics. View this article in WRRO
- Fusing multi-scale context-aware information representation for automatic in-field pest detection and recognition. Computers and Electronics in Agriculture, 169. View this article in WRRO
- Experimental analysis and evaluation of wide residual networks based agricultural disease identification in smart agriculture system. EURASIP Journal on Wireless Communications and Networking, 2019(1). View this article in WRRO
- Cloud-based automated clinical decision support system for detection and diagnosis of lung cancer in chest CT. IEEE Journal of Translational Engineering in Health and Medicine, 8. View this article in WRRO
- Publisher Correction: Automatic Choroid Layer Segmentation from Optical Coherence Tomography Images Using Deep Learning. Scientific Reports, 9(1).
- Automatic choroid layer segmentation from optical coherence tomography images using deep learning. Scientific Reports, 9(1). View this article in WRRO
- Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data. ACM Transactions on Intelligent Systems and Technology, 10(6), 65.
- A dimension-reduction based multilayer perception method for supporting the medical decision making. Pattern Recognition Letters. View this article in WRRO
- Multi-objective 3D topology optimization of next generation wireless data center network. IEEE Transactions on Industrial Informatics. View this article in WRRO
- Multiobjective feature selection for microarray data via distributed parallel algorithms. Future Generation Computer Systems, 100, 952-981. View this article in WRRO
- An overview of data fusion techniques for internet of things enabled physical activity recognition and measure. Information Fusion. View this article in WRRO
- Deep convolutional neural networks for human action recognition using depth maps and postures. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49(9), 1806-1819. View this article in WRRO
- Epilepsy seizure prediction on EEG using common spatial pattern and convolutional neural network. IEEE Journal of Biomedical and Health Informatics. View this article in WRRO
- Efficient deep CNN-based fire detection and localization in video surveillance applications. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 49(7), 1419-1434. View this article in WRRO
- Fast and accurate retinal identification system : using retinal blood vasculature landmarks. IEEE Transactions on Industrial Informatics, 15(7), 4099-4110. View this article in WRRO
- An accurate multi-modal biometric identification system for person identification via fusion of face and finger print. World Wide Web. View this article in WRRO
- A stacked multi-granularity convolution denoising auto-encoder. IEEE Access, 7, 83888-83899. View this article in WRRO
- Knowledge graph-based image classification refinement. IEEE Access, 7, 57678-57690. View this article in WRRO
- PestNet : an end-to-end deep learning approach for large-scale multi-class pest detection and classification. IEEE Access, 7, 45301-45312. View this article in WRRO
- Deep gesture interaction for augmented anatomy learning. International Journal of Information Management, 45, 328-336. View this article in WRRO
- A hybrid hierarchical framework for gym physical activity recognition and measurement using wearable sensors. IEEE Internet of Things Journal, 6(2), 1384-1393. View this article in WRRO
- Distributed consensus algorithm for events detection in cyber-physical systems. IEEE Internet of Things Journal, 6(2), 2299-2308. View this article in WRRO
- 3-D deployment optimization for heterogeneous wireless directional sensor networks on smart city. IEEE Transactions on Industrial Informatics, 15(3), 1798-1808. View this article in WRRO
- GAN-based semi-supervised learning approach for clinical decision support in health-IoT platform. IEEE Access, 7, 8048-8057. View this article in WRRO
- A 3-D security modeling platform for social IoT environments. IEEE Transactions on Computational Social Systems, 5(4), 1174-1188. View this article in WRRO
- 3-D multiobjective deployment of an industrial wireless sensor network for maritime applications utilizing a distributed parallel algorithm. IEEE Transactions on Industrial Informatics, 14(12), 5487-5495. View this article in WRRO
- User profiling in elderly healthcare services in China : scalper detection. IEEE Journal of Biomedical and Health Informatics, 22(6), 1796-1806. View this article in WRRO
- The Internet of Things (IoT) : informatics methods for IoT-enabled health care. Journal of Biomedical Informatics, 87, 154-156. View this article in WRRO
- Examining sensor-based physical activity recognition and monitoring for healthcare using Internet of Things : a systematic review. Journal of Biomedical Informatics, 87, 138-153. View this article in WRRO
- Differential evolution-based 3-D directional wireless sensor network deployment optimization. IEEE Internet of Things Journal, 5(5), 3594-3605. View this article in WRRO
- Distributed parallel cooperative coevolutionary multi-objective large-scale immune algorithm for deployment of wireless sensor networks. Future Generation Computer Systems, 82, 256-267. View this article in WRRO
- Improving utility of GPU in accelerating industrial applications with user-centered automatic code translation. IEEE Transactions on Industrial Informatics, 14(4), 1347-1360. View this article in WRRO
- Secure and robust fragile watermarking scheme for medical images. IEEE Access, 6, 10269-10278. View this article in WRRO
- Speed control of mobile chargers serving wireless rechargeable networks. Future Generation Computer Systems, 80, 242-249. View this article in WRRO
- Open knowledge accessing method in IoT-based hospital information system for medical record enrichment. IEEE Access, 6, 15202-15211. View this article in WRRO
- Measuring web service security in the era of Internet of Things. Computers & Electrical Engineering, 66, 305-315. View this article in WRRO
- Video delivery networks : challenges, solutions and future directions. Computers & Electrical Engineering, 66, 332-341. View this article in WRRO
- Lifelogging data validation model for Internet of Things enabled personalized healthcare. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 48(1), 50-64. View this article in WRRO
- Effectively measuring respiratory flow with portable pressure data using back propagation neural network. IEEE Journal of Translational Engineering in Health and Medicine, 6. View this article in WRRO
- PMU placement in electric transmission networks for reliable state estimation against false data injection attacks. IEEE Internet of Things Journal, 4(6), 1978-1986. View this article in WRRO
- Effective geometric restoration of distorted historical document for large-scale digitisation. IET Image Processing, 11(10), 841-853. View this article in WRRO
- Advanced internet of things for personalised healthcare systems : a survey. Pervasive and Mobile Computing, 41, 132-149. View this article in WRRO
- Multiple density maps information fusion for effectively assessing intensity pattern of lifelogging physical activity. Neurocomputing, 220, 199-209. View this article in WRRO
- Topologies for combining the internet of things and serious games. Journal of Intelligent & Fuzzy Systems, 31(5), 2685-2696. View this article in WRRO
- Ellipse fitting model for improving the effectiveness of life-logging physical activity measures in an Internet of Things environment. IET Networks, 5(5), 107-113.
- Guest Editorial. IET Networks, 5(5), 105-106.
- GSWO : a programming model for GPU-enabled parallelization of sliding window operations in image processing. Signal Processing: Image Communication, 47, 332-345. View this article in WRRO
- Evaluating automatically parallelized versions of the support vector machine. Concurrency and Computation: Practice and Experience, 28(7), 2274-2294. View this article in WRRO
- PRLS-INVES : a general experimental investigation strategy for high accuracy and precision in passive RFID location systems. IEEE Internet of Things Journal, 2(2), 159-167. View this article in WRRO
- Efficient particle filter localization algorithm in dense passive RFID tag environment. IEEE Transactions on Industrial Electronics, 61(10), 5641-5651. View this article in WRRO
- Parallel centerline extraction on the GPU. Computers & Graphics, 41, 72-83. View this article in WRRO
- Improving passive radio-frequency identification localisation precision with moving direction estimation-based feature improvement. IET Wireless Sensor Systems, 4(1), 17-26. View this article in WRRO
- Efficient object localization using sparsely distributed passive RFID tags. IEEE Transactions on Industrial Electronics, 60(12), 5914-5924. View this article in WRRO
- Efficient particle filter algorithm for ultrasonic sensor-based 2D range-only simultaneous localisation and mapping application. IET Wireless Sensor Systems, 2(4), 394-401. View this article in WRRO
- A sensor-based SLAM algorithm for camera tracking in virtual studio. International Journal of Automation and Computing, 5(2), 152-162. View this article in WRRO
- SPOT: An Efficient Training-Free Task Similarity Quantification Method for Continual Learning. Pattern Recognition Letters.
- PEZEGO: A Precision Agriculture System Based
on Large Language Models and Internet of Things
for Pest Management. IEEE Internet of Things Journal.
- An Interpretable Deep Learning Approach for Alzheimer's Disease Diagnosis Using Gene Expression Data. IEEE/ACM Transactions on Computational Biology and Bioinformatics.
- Joint Image Synthesis and Fusion with Converted Features for Alzheimer's Disease Diagnosis. Engineering Applications of Artificial Intelligence.
- Secured Cost-effective Anonymous Federated
Learning with Proxied Privacy Enhancement for
Personal Devices. IEEE Internet of Things Journal.
- Enhanced Conditional GAN for High-Quality Synthetic Tabular Data Generation in Mobile-Based Cardiovascular Healthcare. Sensors.
- An Effective Farmer-Centred Mobile Intelligence Solution Using Lightweight Deep Learning for Integrated Wheat Pest Management. Journal of Industrial Information Integration.
- Precision Fertilisation via Spatio-temporal Tensor
Multi-task Learning and One-shot Learning. IEEE Transactions on AgriFood Electronics.
- Selecting and Evaluating Key MDS-UPDRS Activities Using Wearable Devices for Parkinson’s Disease Self-Assessment. IEEE Journal of Selected Areas in Sensors.
- EGDNet: an efficient glomercular detection network for multiple anomalous pathological feature in glomerulonephritis. Visual Computer.
- Informative Relationship Multi-task Learning: Exploring Pairwise Contribution across Tasks’ Sharing Knowledge. Knowledge-Based Systems.
- Multi-Scale and Multi-Level Feature Assessment Framework for Classification of Parkinson’s Disease State from Short-Term Motor Tasks. IEEE Transactions on Biomedical Engineering.
- Can artificial intelligence be integrated into pest monitoring schemes to help achieve sustainable agriculture? An entomological, management and computational perspective. Agricultural and Forest Entomology.
- AI-enhanced digital technologies for myopia management: advancements, challenges, and future prospects. The Visual Computer.
- Leveraging Large Language Models and IoT for Timely and Customised Recommendation Generation in Sustainable Pest Management. IEEE Internet of Things Magazine.
- Integrating Visualized Automatic Temporal Relation Graph into Multi-Task Learning for Alzheimer’s Disease Progression Prediction. IEEE Transactions on Knowledge and Data Engineering.
- Unsupervised Transfer Aided Lifelong
Regression For Learning New Tasks without
Target Output. IEEE Transactions on Knowledge and Data Engineering.
- Wearable-Sensor-Based Weakly Supervised Parkinson’s Disease Assessment with Data Augmentation. Sensors, 24(4), 1196-1196.
- Observer-based Adaptive Finite-Time Neural Control for Constrained Nonlinear Systems With Actuator Saturation Compensation. IEEE Transactions on Instrumentation and Measurement.
- Lifelong Learning Meets Dynamic Processes: An
Emerging Streaming Process Prediction Framework
with Delayed Process Output Measurement. IEEE Transactions on Control Systems Technology.
- Observer-Based Adaptive Fuzzy Finite-Time Attitude Control for Quadrotor UAVs. IEEE Transactions on Aerospace and Electronic Systems.
- Efficient Adaptive Deep Gradient RBF Network For
Multi-output Nonlinear and Nonstationary Industrial
Processes. Journal of Process Control.
- Sustainable Fertilisation Management via Tensor Multi-task Learning using Multidimensional Agricultural Data. Journal of Industrial Information Integration.
- Efficient Multi-Task Learning with Adaptive Temporal Structure for Progression Prediction. Neural Computing and Applications.
- T 2L: Trans-transfer Learning for Few-shot Fine-grained Visual Categorization with Extended Adaptation. Knowledge-Based Systems.
- Explainable Tensor Multi-task Ensemble Learning Based on Brain Structure Variation for Alzheimer's Disease Dynamic Prediction. IEEE Journal of Translational Engineering in Health and Medicine.
- A Deep Graph Network with Multiple Similarity for User Clustering in Human–Computer Interaction. ACM Transactions on Multimedia Computing, Communications and Applications.
- Experimental Protocol Designed to Employ Nd:YAG Laser Surgery for Anterior Chamber Glaucoma Detection via UBM. IET Image Processing.
- Mixed-weight Neural Bagging for Detecting m6A Modifications in SARS-CoV-2 RNA Sequencing. IEEE Transactions on Biomedical Engineering.
- The effect of multiple interventions to balance healthcare demand for controlling COVID-19 outbreaks: a modelling study.
- Feasibility of Controlling COVID-19 Outbreaks in the UK by Rolling Interventions.
- Feasibility Study of Mitigation and Suppression Intervention Strategies for Controlling COVID-19 Outbreaks in London and Wuhan.
- Cost-effective broad learning-based ultrasound biomicroscopy with 3D reconstruction for ocular anterior segmentation. Multimedia Tools and Applications.
- A Weighted Multi-Feature Transfer Learning Framework for
Intelligent Medical Decision Making. Applied Soft Computing.
- Modified GAN-cAED to Minimize Risk of Unintentional Liver Major Vessels Cutting by Controlled Segmentation Using CTA/SPET-CT. IEEE Transactions on Industrial Informatics.
- Activity Graph based Convolutional Neural Network for Human Activity Recognition using Acceleration and Gyroscope Data. IEEE Transactions on Industrial Informatics.
- AgriPest: A Large-Scale Domain-Specific Benchmark Dataset for Practical Agricultural Pest Detection in the Wild. Sensors.
- Real-time Deep Reinforcement Learning based Vehicle Navigation. Applied Soft Computing.
- The effect of multiple interventions to balance healthcare demand
for controlling COVID-19 outbreaks: a modelling study. Scientific Reports.
- Automatic Detection and Classification System of Domestic Waste via Multi-model Cascaded Convolutional Neural Network. IEEE Transactions on Industrial Informatics.
- Effective Multilayer Hybrid Classification Approach for Automatic Bridge Health Assessment on Large-scale Uncertain Data. Journal of Industrial Information Integration.
- Multimodal Wearable Intelligence for Dementia Care in Healthcare 4.0: a Survey. Information Systems Frontiers.
- Improving Water Pressure Measurement Using Temperature-Compensated Wireless Passive SAW Bidirectional RDL Pressure Sensor. IEEE Transactions on Instrumentation and Measurement.
Chapters
- Representative UPDRS Features of Single Wearable Sensor for Severity Classification of Parkinson’s Disease, Internet of Things of Big Data for Healthcare (pp. 124-136). Springer Nature Switzerland
- Randomized Multi-task Feature Learning Approach for Modelling and Predicting Alzheimer’s Disease Progression, Internet of Things of Big Data for Healthcare (pp. 52-68). Springer Nature Switzerland
- GPU-based Grass Simulation with Accurate Blade Reconstruction, Advances in Computer Graphics (pp. 288-300). Springer International Publishing
- Dynamic Shadow Rendering with Shadow Volume Optimization, Advances in Computer Graphics (pp. 96-106). Springer International Publishing
Conference proceedings papers
- Multi-Instance Learning for Parkinson’s Tremor Level Detection with Learnable Discriminative Pool. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 6008-6015), 3 December 2024 - 6 December 2024.
- Adaptive Domain-Adversarial Multi-Instance Learning for Wearable-Sensor-Based Parkinson’s Disease Severity Assessment. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 6028-6035), 3 December 2024 - 6 December 2024.
- Medical Signals Augmentation for Parkinson’s Disease Diagnosis in Low-Resource Settings Across Time, Activity and Patients. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 5984-5991), 3 December 2024 - 6 December 2024.
- Learning Interpretable Continuous Representation for Alzheimer’s Disease Classification. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 6545-6552), 3 December 2024 - 6 December 2024.
- Adaptive Multi-Cognitive Objective Temporal Task Approach for Predicting AD Progression. 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp 1933-1938), 3 December 2024 - 6 December 2024.
- Advancing Agricultural Decision-Making with a Multi-Dimensional Evaluation of Large Language Models for Sustainable Pest Management. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 August 2024 - 20 August 2024.
- FLARES: A Framework for Large-Scale Agent-Based Rapid Epidemic Simulation. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 August 2024 - 20 August 2024.
- ParallelFarm: An AI-Enabled Sustainable Farming Management System for Carbon Neutrality. 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN) (pp 1-6), 18 August 2024 - 20 August 2024.
- A multi-target multi-task approach based on correlated multiple cognitive scores for AD progression prediction. 2024 International Joint Conference on Neural Networks (IJCNN) (pp 1-8), 30 June 2024 - 5 July 2024.
- Integrating Human Mobility Quantification into Epidemics Prediction for Effectively Assessing Impact of Transportation. 2024 IEEE 33rd International Symposium on Industrial Electronics (ISIE) (pp 1-6), 18 June 2024 - 21 June 2024.
- Lightweight Workloads in Heterogeneous Federated Learning via Few-shot Learning. Proceedings of the 4th International Workshop on Distributed Machine Learning
- Tabular Generative Adversarial Networks with an Enhanced Sampling Approach for High-Quality Cardiovascular Disease Dataset Generation. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 1 November 2023 - 3 November 2023.
- Advanced Machine-Learning Technologies for Coronary Artery Disease Prediction Using Heterogeneous Data. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 1 November 2023 - 3 November 2023.
- A Comparative Analysis of Federated Learning Techniques on On-Demand Platforms in Supporting Modern Web Browser Applications. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 1 November 2023 - 3 November 2023.
- Quantifying Nematodes through Images: Datasets, Models, and Baselines of Deep Learning. 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) (pp 2448-2455), 1 November 2023 - 3 November 2023.
- IoTBDH-2023: The 5th International Workshop on Internet of Things of Big Data for Healthcare. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
- Communication Efficient on Symmetric and Asymmetric Encrypted Anonymous Federated Learning. 2023 IEEE International Conference on Cryptography, Informatics, and Cybersecurity (ICoCICs), 22 August 2023 - 24 August 2023.
- Automatic Temporal Relation in Multi-Task Learning. Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
- Automatic Generation of Visual Concept-based Explanations for Pest Recognition. 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), 18 July 2023 - 20 July 2023.
- PestDSS: An Integrated Decision Support System for Sustainable Pest Management in Agriculture. 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 19 June 2023 - 21 June 2023.
- Adaptive Low-Computation Neural Network Control of Constrained Nonlinear Systems and Its Application to Agricultural Drones. 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE), 19 June 2023 - 21 June 2023.
- Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems. Proceedings of the 3rd Workshop on Machine Learning and Systems
- Spatio-temporal Tensor Multi-Task Learning for Precision Fertilisation with Real-world Agricultural Data. IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society, 17 October 2022 - 20 October 2022.
- Multi-task Learning with Adaptive Global Temporal Structure for Predicting Alzheimer's Disease Progression. Proceedings of the 31st ACM International Conference on Information & Knowledge Management
- Lightweight Object Detection Model with Data Augmentation for Tiny Pest Detection. 2022 IEEE 20th International Conference on Industrial Informatics (INDIN), 25 July 2022 - 28 July 2022.
- Spatio-temporal Tensor Multi-Task Learning for Predicting Alzheimer's Disease in a Longitudinal study. 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 11 July 2022 - 15 July 2022.
- Analytic Correlation Penalty with Variable Window in Multi-task Learning Disease Progression Model. 2022 18th International Conference on Mobility, Sensing and Networking (MSN), 14 December 2022 - 16 December 2022.
- Analysing and Evaluating Complementarity of Multi-Modal Data Fusion in AD Diagnosis. 2022 18th International Conference on Mobility, Sensing and Networking (MSN), 14 December 2022 - 16 December 2022.
- Modeling Disease Progression Flexibly with Nonlinear Disease Structure via Multi-task Learning. 2021 17th International Conference on Mobility, Sensing and Networking (MSN), 13 December 2021 - 15 December 2021.
- Activity Selection to Distinguish Healthy People from Parkinson’s Disease Patients Using I-DA. 2021 17th International Conference on Mobility, Sensing and Networking (MSN), 13 December 2021 - 15 December 2021.
- Examing and Evaluating Dimension Reduction Algorithms for Classifying Alzheimer’s Diseases using Gene Expression Data. 2021 17th International Conference on Mobility, Sensing and Networking (MSN), 13 December 2021 - 15 December 2021.
- Spatio-temporal Tensor Multi- Task Learning for Precision fertilization. 2021 20th International Conference on Ubiquitous Computing and Communications (IUCC/CIT/DSCI/SmartCNS), 20 December 2021 - 22 December 2021.
- Human activity recognition based on triaxial accelerometer using multi-feature weighted ensemble. 2020 IEEE 18th International Conference on Industrial Informatics (INDIN), 20 July 2020 - 23 July 2020.
- Multi-source Ensemble Transfer Approach for Medical Text Auxiliary Diagnosis. 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), 28 October 2019 - 30 October 2019.
- Experimental Analysis of Artificial Neural Networks Performance for Physical Activity Recognition Using Belt and Wristband Devices. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp 2492-2495), 23 July 2019 - 27 July 2019.
- Deep Learning based Automatic Approach using Hybrid Global and Local Activated Features towards Large-scale Multi-class Pest Monitoring. 2019 IEEE 17TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN) (pp 1507-1510)
- Automatic Computer Aided System for Lung Cancer in Chest CTs Using MD-RFCN Combined with Tri-Level Region Proposal Network. 2019 IEEE 17TH INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS (INDIN) (pp 1377-1380)
- Comparison Analysis of Machine Learning Algorithms to Rank Alzheimer’s Disease Risk Factors by Importance. 2018 11th International Conference on Developments in eSystems Engineering (DeSE), 2 September 2018 - 5 September 2018.
- A hybrid hierarchical framework for free weight exercise recognition and intensity measurement with accelerometer and ECG data fusion. 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Honolulu, HI, USA, 18 July 2018 - 21 July 2018. View this article in WRRO
- SAW Delay Line Based IoT Smart Sensing in Water Distribution System. 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 28 June 2018 - 30 June 2018.
- Experimental analysis of cost-effective mobile sensing technologies for activity analytics in elderly care. 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 28 June 2018 - 30 June 2018.
- Reinforcement Learning for Vehicle Route Optimization in SUMO. 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 28 June 2018 - 30 June 2018.
- Effective Use of Data Science Toward Early Prediction of Alzheimer's Disease. 2018 IEEE 20th International Conference on High Performance Computing and Communications; IEEE 16th International Conference on Smart City; IEEE 4th International Conference on Data Science and Systems (HPCC/SmartCity/DSS), 28 June 2018 - 30 June 2018.
- Using parallel particle swarm optimization for RFID reader-to-reader anti-collision. 2018 13th IEEE Conference on Industrial Electronics and Applications (ICIEA), 31 May 2018 - 2 June 2018.
- Internet of Things Enabled Technologies for Behaviour Analytics in Elderly Person Care: A Survey. 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData), 21 June 2017 - 23 June 2017.
- A Survey on Urban Traffic Optimisation for Sustainable and Resilient Transportation Network. 2016 9th International Conference on Developments in eSystems Engineering (DeSE), 31 August 2016 - 2 September 2016.
- A Survey on Quantitative Evaluation of Web Service Security. 2016 IEEE Trustcom/BigDataSE/ISPA, 23 August 2016 - 26 August 2016.
- A Survey on Quantitative Evaluation of Web Service Security. 2016 IEEE TRUSTCOM/BIGDATASE/ISPA (pp 715-721)
- Improving the Validity of Lifelogging Physical Activity Measures in an Internet of Things Environment. 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.
- A Survey of Physical Activity Monitoring and Assessment Using Internet of Things Technology. 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.
- Life-Logging Data Aggregation Solution for Interdisciplinary Healthcare Research and Collaboration. 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.
- MyHealthAvatar: personalized and empowerment health services through Internet of Things technologies. Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies", 3 November 2014 - 5 November 2014.
- Evaluation of Autoparallelization Toolkits for Commodity GPUs, Vol. 8384 (pp 447-457)
- GPU-ASIFT: A fast fully affine-invariant feature extraction algorithm. 2013 International Conference on High Performance Computing & Simulation (HPCS), 1 July 2013 - 5 July 2013.
- Accelerating colonic polyp detection using commodity graphics hardware. 2013 International Conference on Computer Medical Applications (ICCMA), 20 January 2013 - 22 January 2013.
- Grid-based modelling and correction of arbitrarily warped historical document images for large-scale digitisation. Proceedings of the 2011 Workshop on Historical Document Imaging and Processing - HIP '11, 16 September 2011 - 17 September 2011.
- SLAM Algorithm for 2D Object Trajectory Tracking based on RFID Passive Tags. 2008 IEEE International Conference on RFID, 16 April 2008 - 17 April 2008.
- A Localization Algorithm for Mobile Robots in RFID System. 2007 International Conference on Wireless Communications, Networking and Mobile Computing, 21 September 2007 - 25 September 2007.
- A Hybrid Marker-Based Camera Tracking Approach in Augmented Reality. 2007 IEEE International Conference on Networking, Sensing and Control, 15 April 2007 - 17 April 2007.
- RFID tag infrastructures for camera tracking in virtual studio environment. IET 4th European Conference on Visual Media Production (CVMP 2007)
- Empirical Analysis of Regularized Multi-task Learning for Modelling Alzheimer’s Disease Progression. The 2023 IEEE International Conference on Bioinformatics & Biomedicine
- Integrating automatic temporal relation graph into multi-task learning for Alzheimer’s disease progression prediction. 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) proceedings. Istanbul, Turkey, 5 December 2023 - 5 December 2023. View this article in WRRO
- Spatio-temporal similarity measure based multi-task learning for predicting Alzheimer’s disease progression using MRI data. IEEE International Conference on Bioinformatics and Biomedicine proceedings. Istanbul, Turkey, 5 December 2023 - 5 December 2023. View this article in WRRO
- Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data. Proceedings of The Conference on Information and Knowledge Management (CIKM) 2023
- Automatic Temporal Relation in Multi-Task Learning. 2023 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
- Robust Temporal Smoothness in Multi-task Learning. The Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence
- Up-Sampling Active Learning: An Activity Recognition Method for Parkinson's Disease Patients. 16th EAI International Conference on Pervasive Computing Technologies for Healthcare
- Modeling Alzheimer's Disease Progression via Amalgamated Magnitude-Direction Brain Structure Variation Quantification and Tensor Multi-task Learning. 2022 IEEE International Conference on Bioinformatics and Biomedicine
- Rolling Interventions for Controlling COVID-19 Outbreaks in the UK to Reduce Healthcare Demand. Proceeding of 2020 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining View this article in WRRO
- Tensor Multi-Task Learning for Predicting Alzheimer’s Disease Progression using MRI data with Spatio-temporal Similarity Measurement. Proceeding of 2021 IEEE 19th International Conference on Industrial Informatics
Posters
- Image Analysis and machine learning for diagnosis of Skeletal dysplasias. Child Health Technology March 2021.
Preprints
- Advances in Understanding Insect Pests Affecting Wheat and Other Cereals.
- Grants
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- KG-PPN: Knowledge Guided Multimodal AI for Automatic Quantification and Infestation Estimate of Plant-Parasitic Nematodes, Innovate UK, 06/2025 - 02/2026, £54,388, as PI
- XAI-PPN: Interpretable AI-enabled Automatic Identification Pipeline for Plant-Parasitic Nematodes in Complex Mixtures, RCUK, 06/2024 - 09/2025, £115,604, as PI
- ClimateSmart: AI-enhanced Climate-Smart Fertiliser Management for Sustainable and Resilient Farming, Innovate UK, 01/2024 - 06/2026, £338,515, as PI
- Dynamic Active Learning for Objective Qualification of Physical Activity Behaviour in Free-living Environments - Studentship, EPSRC/Industrial, 10/2021 - 09/2025, £112,892, as PI
- Development of an AI-driven Imaging Analysis System with Low-cost Equipment for Fast Onsite Quantification of Plant-parasitic Nematodes, Innovate UK, 09/2024 - 02/2025, £27,098, as PI
- PestGPT 2.0: Enhancing Mobile Intelligence with Knowledge Guided ChatGPT for Sustainable Pest Management, Innovate UK, 08/2024 - 03/2025, £42,018, as PI
- PPNMix: Knowledge Distillation empowered Automatic Molecular Identification Pipeline for Plant Parasitic Nematodes in Complex Mixtures, Innovate UK, 08/2024 - 03/2025, £42,018, as PI
- Investigating Deep Learning enabled UAV Image Analysis Models for Crop Disease Detection and Monitoring, RCUK, 07/2023 - 08/2024, £30,017, as PI
- Adaptive AI-enabled and Context-enhanced Mobile Intelligence for Climate-smart Pest Management to Optimise Sustainable and Resilient Farming, Innovate UK, 04/2023 – 03/2025, £160,000, as PI
- AI-enabled and Context-enhanced Mobile Intelligence for Sustainable Pest Management in Arable Crops, Research England, 03/2023 – 03/2024, £64,000, as PI
- AIPPN: Interpretable AI enabled Molecular Identification Pipeline for Plant-parasitic Nematodes, Innovate UK, 09/2023 - 02/2023, £24,807, as PI
- PestGPT: Integrating Visual Intelligence and ChatGPT into a Mobile Solution for Sustainable Pest Management, Innovate UK, 09/2023 - 02/2023, £24,807, as PI
- Arable_ NemaRecognition: An AI- and moleuclar-driven pipeline for throughoput plant parasitic nematode recognition, BBSRC, 05/2023 – 10/2023, £75,000, as PI
- AI-AMMS: AI coupled with Aerial iMaging and Mobile Sensing, Innovate UK, 09/2022 - 09/2023, £24,954, as PI
- Investigating AI-enabled Mobility Network Models for Explaining Economic Inequities and Forecasting Recovery, Research England, 02/2022 - 07/2022, £24,900, as PI
- Integrating Visual and Context Information into a Mobile Intelligence Solution for Sustainable Management of Wheat Pests and Soil Health, Innovate UK, 10/2021 - 03/2023, £52,377, as PI
- Farmer-centred Interoperable Mobile-Cloud System: Integrating Data from Farming Activities and Environmental Information for Sustainable Fertiliser Management, Innovate UK, 03/2021 - 02/2024, £165,681, as PI
- Isolation-Care Tele-Robotic System and its Efficient Utilization for the Prevention of Nosocomial Infection of the COVID-19, Worldwide Universities Network, 06/2020 - 06/2021, £3,333, as PI
- Clever-dREAMS: Using artificial intelligence to enhance the diagnosis of rare skeletal dysplasias in children, MRC, 12/2019 - 04/2021, £74,668, as Co-PI
- Distillation: Knowledge Distillation empowered Mobile Intelligence Solution for Sustainable Management of Crop Pests and Soil Health, Innovate UK, 02/2024 - 01/2025 £103,214, as PI