Search results

• 2023

  A Novel Group-Based Firefly Algorithm with Adaptive Intensity Behaviour

  Robson, A., Mistry, K. & Woo, W., 3 Mar 2023, Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART: February 22-24, 2023, in Lisbon, Portugal. Scitepress, p. 233-239

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• A reinforcing transfer learning approach to predict buildings energy performance

  Mahamedi, E., Wonders, M., Gerami seresht, N., Woo, W. L. & Kassem, M., 1 Aug 2023, (E-pub ahead of print) In: Construction Innovation.

  Research output: Contribution to journal › Article › peer-review

• Artificial Intelligence for Emerging Technology in Surgery: Systematic Review and Validation

  Nwoye, E., Woo, W. L., Gao, B. & Anyanwu, T., 6 Jan 2023, In: IEEE Reviews in Biomedical Engineering. 16, p. 241-259 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Surgery 100%
  • Systematic Review 40%
  • Artificial Intelligence 40%
  • Time 30%
  • Software 20%
  2 Citations (Scopus)

  6 Downloads (Pure)

• ConvNet-based performers attention and supervised contrastive learning for activity recognition

  Hamad, R., Yang, L., Woo, W. L. & Wei, B., 1 Apr 2023, In: Applied Intelligence. 53, 8, p. 8809-8825 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Human Activity 100%
  • Activity Recognition 57%
  • Contrastive Learning 42%
  • Simulation Mode 28%
  • Networks 28%
  5 Downloads (Pure)

• Design of a team emotion forecast tool for bettering individual emotional well-being and team performance

  Yang, L., Qin, S., Zhu, Z., Harrison, D. & Woo, W. L., 8 Jul 2023, In: Procedia CIRP. 119, p. 309-314

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  File
  2 Downloads (Pure)

• Differentiate tensor low rank soft decomposition in thermography defect detection

  Zhang, X., Gao, B., Wu, T., Woo, W. L., Fan, J. & Zhan, S., 1 Oct 2023, In: NDT and E International. 139, 102902.

  Research output: Contribution to journal › Article › peer-review

• Dynamic Rail Near-Surface Inspection of Multiphysical Coupled Electromagnetic and Thermography Sensing System

  Li, H., Gao, B., Lu, X., Zhang, X., Shi, Y., Ru, G. & Woo, W., 12 Jan 2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-13 13 p., 3501613.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Coil 100%
  • Railway 50%
  • Defects 33%
  • Integrated System 33%
  • Defect 33%
  1 Citation (Scopus)

  3 Downloads (Pure)

• EEG Interchannel Causality to Identify Source/Sink Phase Connectivity Patterns in Developmental Dyslexia

  Rodríguez-Rodríguez, I., Ortiz, A., Gallego-Molina, N. J., Formoso, M. A. & Woo, W. L., 1 Apr 2023, In: International Journal of Neural Systems. 33, 4, 2350020.

  Research output: Contribution to journal › Article › peer-review

• Electromagnetic Coupling Sensing of Pipe In-line Inspection System

  Ru, G., Gao, B., Tang, Q., Jiang, S., Zhang, Y., Luo, F. & Woo, W. L., 30 Aug 2023, (E-pub ahead of print) In: IEEE Transactions on Instrumentation and Measurement. p. 1-13 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Ensemble System of Deep Neural Networks for Single-Channel Audio Separation

  Al-Kaltakchi, M. T. S., Mohammad, A. S. & Woo, W. L., 21 Jun 2023, In: Information. 14, 7, 24 p., 352.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  3 Downloads (Pure)

• Exploring the Validity of Plane and Spherical Millimeter-Wave Incidences for Multiple-Diffraction Calculations in Wireless Communication Systems

  López-Segovia, A., Rodríguez-Rodríguez, I., Rodríguez, J-V., Juan-Llácer, L., Campo-Valera, M. & Woo, W. L., 27 Apr 2023, In: Electronics. 12, 9, p. 1-13 13 p., 2020.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Downloads (Pure)

• Memory linked knowledge domain transfer few-shot learning for thermography nondestructive evaluation system

  Xue, J., Gao, B., Liu, G., Zhang, Y., Woo, W. L., Yang, Y. & Yu, Y., 1 Aug 2023, In: Infrared Physics and Technology. 132, 104718.

  Research output: Contribution to journal › Article › peer-review

• Model-centric transfer learning framework for concept drift detection

  Wang, P., Jin, N., Davies, D. & Woo, W. L., 5 Sep 2023, In: Knowledge-Based Systems. 275, 110705.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  12 Downloads (Pure)

• Multi-Layer Feature Boosting Framework for Pipeline Inspection using an Intelligent Pig System

  Xu, H., Yang, Y., Gao, B., Zhao, X. & Woo, W. L., 1 Jul 2023, In: IEEE Transactions on Industrial Informatics. 19, 7, p. 8406-8417 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Boosting 100%
  • Signal Detection 100%
  • Classification 66%
  • Detection 66%
  • Roles 33%
  1 Citation (Scopus)

  4 Downloads (Pure)

• Novel interventional electromagnetic thermography for subsurface defect detection

  Miao, L., Gao, B., Li, H., Lu, X., Liu, L., Woo, W. L. & Wu, J., 1 Feb 2023, In: International Journal of Thermal Sciences. 184, 14 p., 107960.

  Research output: Contribution to journal › Article › peer-review

  • Defects 100%
  • Detection 57%
  • Water 42%
  • Performance 28%
  • Media 28%
  2 Citations (Scopus)

• Performance Evaluation Technique for Screen-to-Camera based Optical Camera Communications

  Yokar, V., Le Minh, H., Ghassemlooy, Z. & Woo, W. L., Aug 2023, In: IET Optoelectronics. 17, 4, p. 184-193 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Physical coupling fusion sensing of MFL-EMAT for synchronous surface and internal defects inspection

  Tang, Q., Gao, B., Ru, G., Qin, G., Woo, W. L., Jiang, S., Chen, D., Li, J. & Cheng, J., 15 Jul 2023, In: IEEE Sensors Journal. 23, 14, p. 16068-16079 12 p.

  Research output: Contribution to journal › Article › peer-review

• Predicting ocean-induced ice-shelf melt rates using deep learning

  Rosier, S. H. R., Bull, C. Y. S., Woo, W. L. & Gudmundsson, G. H., 7 Feb 2023, In: The Cryosphere. 17, 2, p. 499-518 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Melt 100%
  • Rate 70%
  • Land Ice 50%
  • Ice Sheet 40%
  • Ocean Models 40%
  2 Downloads (Pure)

• Predicting Sleeping Quality using Convolutional Neural Networks

  Konanur Sathish, V. R., Woo, W. L. & Ho, E. S. L., 12 Mar 2023, Advances in Cybersecurity, Cybercrimes, and Smart Emerging Technologies: CCSET 2022. A. A. A. E-L., Y. M., W. M., M. A. E-A. & M. I. A. (eds.). 1 ed. Cham, Switzerland: Springer, p. 175–184 10 p. (Engineering Cyber-Physical Systems and Critical Infrastructures (ECPSCI); vol. 4).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Sleep 100%
  • Classification Performance 66%
  • Learning Method 33%
  • Accuracy 33%
  • Support Vector Machine 33%

• Smartphone Beam Profile in a Screen-to-Camera-Based Optical Communication System

  Yokar, V. N., Le Minh, H., Ghassemlooy, Z., Younus, O. I., Alves, L. N., Woo, W. L. & Almutairi, T., 11 Jul 2023, 2023 17th International Conference on Telecommunications (ConTEL). Piscataway, NJ, USA, p. 1-6 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Structural Coupled Electromagnetic Sensing of Defects Diagnostic System

  Ru, G., Gao, B., Liu, D., Ma, Q., Li, H. & Woo, W. L., Jan 2023, In: IEEE Transactions on Industrial Electronics. 70, 1, p. 951-964 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Detection 100%
  • Defects 85%
  • Coil 57%
  • Pipeline 42%
  • Magnetic Flux 28%
  11 Citations (Scopus)

  33 Downloads (Pure)

• Wearable Integrated Online Fusion Learning Filter for Heart PPG Sensing Tracking

  Wen, H., Gao, B., Yang, D., Zhang, Y., Huang, L. & Woo, W. L., 1 Jul 2023, In: IEEE Sensors Journal. 23, 13, p. 14938-14949 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  9 Downloads (Pure)
• 2022

  A Novel Blur Reduction Technique For QR And ASCII Coding In Smartphone Visible Light Communications

  Yokar, V. N., Hoa-Le-Minh, Ghassemlooy, F. & Woo, W. L., 20 Jul 2022, 2022 13th International Symposium on Communication Systems, Networks and Digital Signal Processing (CSNDSP). IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  2 Citations (Scopus)

• A Pose-based Feature Fusion and Classification Framework for the Early Prediction of Cerebral Palsy in Infants

  McCay, K. D., Hu, P., Shum, H., Woo, W. L., Marcroft, C., Embleton, N. D., Munteanu, A. & Ho, E. S. L., 28 Jan 2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 30, p. 8-19 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Set 100%
  • Assessment 100%
  • Infant 50%
  • Classification 33%
  • Cerebral Palsy 33%
  9 Citations (Scopus)

  14 Downloads (Pure)

• Concept Drift Detection by Tracking Weighted Prediction Confidence of Incremental Learning

  Wang, P., Woo, W. L., Jin, N. & Davies, D., 18 Mar 2022, IVSP 2022 : 2022 4th International Conference on Image, Video and Signal Processing. New York, US: ACM, p. 218-223 6 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Concept Drift Detection 100%
  • Data Area 50%
  3 Citations (Scopus)

  2 Downloads (Pure)

• Cross-Domain Activity Recognition Using Shared Representation in Sensor Data

  Hamad, R., Yang, L., Woo, W. L. & Wei, B., 1 Jul 2022, In: IEEE Sensors Journal. 22, 13, p. 13273-13284 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Domains 100%
  • Simulation Mode 53%
  • Representation 23%
  • Sensor 23%
  • Networks 15%
  18 Downloads (Pure)

• Digital Twin and Building Performance: A Review and Proposed Framework

  Mahamedi, E., Wonders, M., Kassem, M., Woo, W. L. & Greenwood, D., 5 Sep 2022, Proceedings of the 38th Annual ARCOM Conference, 5-7 September 2022, Glasgow, UK. Tutesigensi, A. & Neilson, C. J. (eds.). London: Association of Researchers in Construction Management (ARCOM), p. 681-690 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  27 Downloads (Pure)

• Electromagnetic Pigging System Based on Sandwich Differential Planar Coil

  Yang, Y., Gao, B., Liu, D., Ma, Q., Li, H., Woo, W. L. & Ru, G., 1 Oct 2022, In: IEEE Sensors Journal. 22, 19, p. 18903-18913 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Defects 100%
  • Pipe 60%
  • Coil 60%
  • Electromagnetism 40%
  • Laboratories 20%
  6 Citations (Scopus)

  3 Downloads (Pure)

• Exploring human activity recognition using feature level fusion of inertial and electromyography data

  Celik, Y., Stuart, S., Woo, W. L., Pearson, L. T. & Godfrey, A., 11 Jul 2022, 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Piscataway, NJ: IEEE, Vol. 2022. p. 1766-1769 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Electromyography 100%
  • Recognition 87%
  • Human Activity 75%
  • Activity Recognition 75%
  • Postprocessing 37%

• Identification of Rail Surface Defects Based on One-Shot Learning

  Ji, A., Quek, Y. T., Wong, E. & Woo, W. L., 1 Jun 2022, 6th International Conference on Intelligent Transportation Engineering (ICITE 2021). Zhang, Z. (ed.). Singapore: Springer, Vol. 901. p. 823-832 10 p. (Lecture Notes in Electrical Engineering; vol. 901).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Identification 100%
  • Application 50%
  • Deep Learning Technique 50%
  • Computer Vision Technology 50%
  • Automatic Detection 50%

• Impact of Extreme Class-Imbalance on Landslide-Risk Prediction and Mitigation Using Two-Stage Deep Neural Network

  Tengtrairat, N., Woo, W. L., Parathai, P., Sundaranaga, C., Na Ayutthaya, T. K. & Rinchumphu, D., Nov 2022, 2022 14th International Conference on Signal Processing Systems (ICSPS): Zhenjiang, Jiangsu, China 18-20 November 2022. Piscataway, NJ, USA: IEEE, p. 712-719

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Improving inertial sensor-based activity recognition in neuro-logical populations

  Celik, Y., Aslan, M. F., Sabanci, K., Stuart, S., Woo, W. L. & Godfrey, A., 15 Dec 2022, In: Sensors. 22, 24, 19 p., 9891.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Recognition 100%
  • Convolutional Neural Network 60%
  • Activity Recognition 60%
  • Simulation Mode 40%
  • Recognition Accuracy 40%
  1 Citation (Scopus)

  6 Downloads (Pure)

• Is the use of deep learning an appropriate means to locate debris in the ocean without harming aquatic wildlife?

  Moorton, Z., Kurt, Z. & Woo, W. L., 1 Aug 2022, In: Marine Pollution Bulletin. 181, p. 1-7 7 p., 113853.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep Learning 100%
  • Neural Network 50%
  • Artificial Intelligence 50%
  • Engineering Process 50%
  • Industry 50%
  5 Citations (Scopus)

  24 Downloads (Pure)

• Low-Rank Tensor Completion Based on Self-Adaptive Learnable Transforms

  Wu, T., Gao, B., Fan, J., Xue, J. & Woo, W. L., 3 Nov 2022, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. PP, p. 1-13 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Rank Tensor 100%
  • Tensor Nuclear Norm 66%
  • Transformation Matrix 66%
  • Optimal Choice 33%
  • Weak Convergence 33%
  4 Downloads (Pure)

• Machine Learning-based Prediction of Sunspots using Fourier Transform Analysis of the Time Series

  Rodríguez, J. V., Rodríguez-Rodríguez, I. & Lok Woo, W., 19 Dec 2022, In: Publications of the Astronomical Society of the Pacific. 134, 1042, 7 p., 124201.

  Research output: Contribution to journal › Article › peer-review

  • Radar 100%
  • Earth Atmosphere 100%
  • Sunspot Cycle 100%

• Making good use of inertial data: Towards better identification of free-living mobility recognition

  Celik, Y., Aslan, M. F., Sabanci, K., Stuart, S., Woo, W. L. & Godfrey, A., 17 Sep 2022, (E-pub ahead of print) In: Gait and Posture. 97, Supp 1, p. S309-S310 2 p.

  Research output: Contribution to journal › Meeting Abstract › peer-review

• Multi-modal gait: A wearable, algorithm and data fusion approach for clinical and free-living assessment

  Celik, Y., Stuart, S., Woo, W. L., Sejdic, E. & Godfrey, A., 1 Feb 2022, In: Information Fusion. 78, p. 57-70 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gait Analysis 100%
  • Electromyography 20%
  • Wearable Sensor 20%
  • Activation 10%
  • Roles 10%
  29 Citations (Scopus)

  1 Downloads (Pure)

• Noise tolerant drift detection method for data stream mining

  Wang, P., Jin, N., Woo, W. L., Woodward, J. R. & Davies, D., 1 Sep 2022, In: Information Sciences. 609, p. 1318-1333 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Validation Function 100%
  • Noisy Data Stream 100%
  5 Citations (Scopus)

• Non-Intrusive Fish Weight Estimation in Turbid Water Using Deep Learning and Regression Models

  Tengtrairat, N., Woo, W. L., Parathai, P., Rinchumphu, D. & Chaichana, C., 10 Jul 2022, In: Sensors. 22, 14, 29 p., 5161.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Fish 100%
  • Regression 66%
  • Image 66%
  • Images 66%
  • Model 50%
  3 Citations (Scopus)

  19 Downloads (Pure)

• O-Net: A fast and precise deep learning architecture for computational super-resolved phase-modulated optical microscopy

  Kaderuppan, S. S., Wong, W. L. E., Sharma, A. & Woo, W. L., 1 Oct 2022, In: Microscopy and Microanalysis. 28, 5, p. 1584-1598 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Microscopy 100%
  • Optics 75%
  • Images 75%
  • Learning 50%
  • Contrast 50%
  1 Citation (Scopus)

  12 Downloads (Pure)

• Online Learning of Wearable Sensing for Human Activity Recognition

  Zhang, Y., Gao, B., Yang, D., Woo, W. L. & Wen, H., 1 Dec 2022, In: IEEE Internet of Things Journal. 9, 23, p. 24315-24327 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Wearable Sensor 100%
  • Simulation Mode 66%
  • Online Learning 66%
  • Human Activity 66%
  • Unlabeled Data 66%
  3 Citations (Scopus)

• On the application of machine learning in astronomy and astrophysics: A text‐mining‐based scientometric analysis

  Rodríguez, J-V., Rodríguez-Rodríguez, I. & Woo, W. L., 1 Sep 2022, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 12, 5, 32 p., e1476.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Astrophysics 100%
  • Astronomy 100%
  • Machine Learning 100%
  • Utilization 80%
  • Artificial Intelligence 80%
  1 Citation (Scopus)

  7 Downloads (Pure)

• Prospective RFID Sensors for the IoT Healthcare System

  Xiang, J., Zhao, A., Tian, G. Y., Woo, W. L., Liu, L. & Li, H., 27 Jul 2022, In: Journal of Sensors. 2022, p. 1-19 19 p., 8787275.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensor 100%
  • Internet of Things 62%
  • Communication 50%
  • Healthcare System 50%
  • Identification 25%
  5 Citations (Scopus)

  41 Downloads (Pure)

• Quantifying Occupants’ Energy Behaviour: A Novel Fuzzy Approach

  Mahamedi, E., Wonders, M., Woo, W. L. & Gerami Seresht, N., 19 Aug 2022, p. 1-8. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Buildings 100%
  • Energy Behavior 100%
  • Energy Consumption 85%
  • Models 42%
  • Carbon Footprint 42%

• RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis

  Organisciak, D., Shum, H. P. H., Nwoye, E. & Woo, W. L., 31 Mar 2022, (Submitted) Ithaca, US: Cornell University, 39 p.

  Research output: Working paper › Preprint

  File

  • Diagnosis 100%
  • Simulation Mode 62%
  • Learning 50%
  • Schizophrenia 50%
  • Dementia Praecox 50%
  8 Downloads (Pure)

• RobIn: A Robust Interpretable Deep Network for Schizophrenia Diagnosis

  Organisciak, D., Shum, H. P. H., Nwoye, E. & Woo, W. L., 1 Sep 2022, In: Expert Systems with Applications. 201, 117158.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Diagnosis 100%
  • Learning 50%
  • Schizophrenia 50%
  • Dementia Praecox 50%
  • Clinician 37%
  5 Citations (Scopus)

  19 Downloads (Pure)

• Sensors, Signal, and Artificial Intelligent Processing

  Gao, B., Woo, W. L. & Tian, G., 23 Aug 2022, In: Journal of Sensors. 2022, p. 1-5 5 p., 9793204 .

  Research output: Contribution to journal › Editorial › peer-review

  Open Access

  File
  1 Citation (Scopus)

  3 Downloads (Pure)

• Solar Irradiance Forecast using Long Short-Term Memory: A Comparative Analysis of Different Activation Functions

  Koh, N. T., Sharma, A., Xiao, J., Peng, X. & Woo, W. L., 4 Dec 2022, 2022 IEEE Symposium Series on Computational Intelligence (SSCI). Piscataway: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Activation Function 100%
  • Solar Irradiance 80%
  • Forecasting 60%
  • Simulation Mode 40%
  • Generation 40%

• Wearable Structured Mental-Sensing-Graph Measurement

  Yang, D., Gao, B., Woo, W. L., Wen, H., Zhao, Y. & Gao, Z., 26 Dec 2022, (E-pub ahead of print) In: IEEE Transactions on Instrumentation and Measurement. p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sensing 100%
  • Attractiveness 60%
  • Emotion 60%
  • Relationships 40%
  • Internet of Things 40%
  2 Downloads (Pure)
• 2021

  A Comparison of Feature Selection and Forecasting Machine Learning Algorithms for Predicting Glycaemia in Type 1 Diabetes Mellitus

  Rodríguez-Rodríguez, I., Rodríguez, J-V., Woo, W. L., Wei, B. & Pardo-Quiles, D-J., 16 Feb 2021, In: Applied Sciences. 11, 4, p. 1-20 20 p., 1742.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Glucose 100%
  • Blood 75%
  • Monitoring 75%
  • Accuracy 50%
  • Insulin Dependent Diabetes Mellitus 50%
  9 Citations (Scopus)

  50 Downloads (Pure)