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LIRA - Advanced Manufacturing

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  1. 2021
  2. Published

    Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds

    Arnold, N., Angelov, P., Viney, T. & Atkinson, P., 23/04/2021, In: Journal of Computer Applications in Archaeology. 4, 1, p. 79-93 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Self-organizing fuzzy inference ensemble system for big streaming data classification

    Gu, X., Angelov, P. & Zhao, Z., 22/04/2021, In: Knowledge-Based Systems. 218, 13 p., 106870.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    CPIN: Comprehensive present-interest network for CTR prediction

    Hong, W., Xiong, Z., You, J., Wu, X. & Xia, M., 15/04/2021, In: Expert Systems with Applications. 168, 8 p., 114469.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Thermal neutron absorption in printed circuit boards

    Platt, S., August, S., MacLeod, M., Anderson, M., Cheneler, D. & Monk, S., 31/03/2021, In: IEEE Transactions on Nuclear Science. 68, 4, p. 463 - 469 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Acoustic Monitoring of Joint Health

    Spain, L. & Cheneler, D., 17/03/2021, Data Acquisition: Recent Advances and Applications in Biomedical Engineering. Płaczek, B. (ed.). InTech

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  7. Published

    Studying pharmaceutical tablets mixing process inside a perforated pan-coater using in-line terahertz sensing

    Li, X., Bawuah, P., Williams, B. M., Zeitler, J. A. & Lin, H., 11/03/2021, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 754-755 2 p. 9370477. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Published

    Additive manufacturing of multielectrode arrays for biotechnological applications

    Edwards, A., Hann, C., Ivill, H., Leeson, H., Tymczyszyn, L., Cummings, D., Ashton, M., Harper, G., Spencer, D., Low, W. L., Rajeev, K., Martin-Hirsch, P., Edwards, F., Hardy, J., Rennie, A. & Cheneler, D., 7/03/2021, In: Materials Advances. 2021, 2, p. 1600-1605 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    Potential for Chemistry in Multidisciplinary, Interdisciplinary, and Transdisciplinary Teaching Activities in Higher Education

    Hardy, J., Sdepanian, S., Stowell, A., Aljohani, A., Allen, M., Anwar, A., Barton, D., Baum, J., Bird, D., Blaney, A., Brewster, L., Cheneler, D., Efremova, O., Entwistle, M., Esfahani, R., Firlak, M., Foito, A., Forciniti, L., Geissler, S. & Guo, F. & 19 others, Hathout, R., Jiang, R., Kevin, P., Leese, D., Low, W. L., Mayes, S., Mozafari, M., Murphy, S., Nguyen, H., Ntola, C., Okafo, G., Partington, A., Prescott, T., Price, S., Soliman, S., Sutar, P., Townsend, D., Trotter, P. & Wright, K., 4/03/2021, In: Journal of Chemical Education. 98, 4, p. 1124–1145 22 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Efficient Data Reduction at the Edge of Industrial Internet of Things for PMSM Bearing Fault Diagnosis

    Wang, X., Lu, S., Huang, W., Wanga, Q., Zhang, S. & Xia, M., 1/03/2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 12 p., 3508612.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Quantifying Extracellular Matrix Changes in Osteoarthritic Human Cartilage and Subchondral Bone Using Raman Microspectroscopy

    Che Ahmad Tantowi, N. A., Cheneler, D., McLauchlan, G. & Kerns, J., 1/03/2021, In: Orthopaedic Proceedings. 103-B, SUPP_2, p. 101 1 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract

  12. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

  13. Published

    COTS vision system, radiation sensor and 6 DoF robot for use in identifying radiologically uncharacterised objects

    Monk, S., Cheneler, D., West, C., Bandala Sanchez, M., Montazeri, A., Dixon, N. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  14. Published

    Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning

    Baisa, N. L., Jiang, Z., Vyas, R., Williams, B., Rahmani, H., Angelov, P. & Black, S., 13/01/2021, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    An Explainable approach to Deep Learning from CT-scans for Covid Identification

    Almeida Soares, E., Angelov, P. & Zhang, Z., 2021, In: TechRxiv.

    Research output: Contribution to Journal/Magazine › Journal article

  16. 2020
  17. Published

    En-face analysis of the human limbal lymphatic vasculature

    Palme, C., Ahmad, S., Romano, V., Seifarth, C., Williams, B., Parekh, M., Kaye, S. B. & Steger, B., 31/12/2020, In: Experimental Eye Research. 201, 5 p., 108278.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Simultaneous optical coherence tomography and scheimpflug imaging using the same incident light

    Li, X., Lawman, S., Williams, B. M., Ye, S., Shen, Y. & Zheng, Y., 21/12/2020, In: Optics Express. 28, 26, p. 39660-39676 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    A Comparative Study of Diffusion Coefficients from Convective and IR Drying of Woodchip

    Pryce, M., Cheneler, D., Martin, A. & Aiouache, F., 16/11/2020, In: Journal of Fluid Flow, Heat and Mass Transfer. 7, p. 66-72 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Observing liquid water build-up in proton exchange membrane fuel cells using terahertz imaging and high-resolution optical gauging

    Alves-Lima, D. F., Schlegl, H., Williams, B. M., Letizia, R., Dawson, R. & Lin, H., 8/11/2020, 2020 45th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2020. IEEE Computer Society Press, p. 529-530 2 p. 9370456. (International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz; vol. 2020-November).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Manufacture and calibration of high stiffness AFM cantilevers

    Bowen, J., Cheneler, D. & Vicary, J., 4/11/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster

  22. Published

    Human action recognition using deep rule-based classifier

    Bux, A., Gu, X., Angelov, P. & Habib, Z., 1/11/2020, In: Multimedia Tools and Applications. 79, 41-42, p. 30653-30667 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Stable Autonomous Robotic Wheelchair Navigation in the Environment with Slope Way

    Wang, C., Xia, M. & Meng, M.-H., 22/10/2020, In: IEEE Transactions on Vehicular Technology. 69, 10, p. 10759-10771 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Plant leaf position estimation with computer vision

    Beadle, J., Taylor, C. J., Ashworth, K. & Cheneler, D., 20/10/2020, In: Sensors. 20, 20, 16 p., 5933.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Towards Deep Machine Reasoning: A Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 11/10/2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. Institute of Electrical and Electronics Engineers Inc., Vol. October. p. 2092-2099 8 p. 9282812

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  26. Published

    Concept Drift Detection Using Autoencoders in Data Streams Processing

    Jaworski, M., Rutkowski, L. & Angelov, P., 7/10/2020, Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. M. (eds.). Cham: Springer, p. 124-133 10 p. (Lecture Notes in Computer Science; vol. 12415 ).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  27. Published

    Exploring Equipment Electrocardiogram Mechanism for Performance Degradation Monitoring in Smart Manufacturing

    Chen, B., Wan, J., Xia, M. & Zhang, Y., 1/10/2020, In: IEEE/ASME Transactions on Mechatronics. 25, 5, p. 2276-2286 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Published

    Multi-scale deep intra-class transfer learning for bearing fault diagnosis

    Wang, X., Shen, C., Xia, M., Wang, D., Zhu, J. & Zhu, Z., 1/10/2020, In: Reliability Engineering and System Safety. 202, 15 p., 107050.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  29. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  30. Published

    A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching

    Gu, X., Williams, B. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  31. Published

    H-Unique - In search of uniqueness - harnessing anatomical hand variation

    Williams, B., Gu, X. & Black, S., 14/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  32. Published

    Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification

    Almeida Soares, E., Angelov, P. P. & Gu, X., 1/09/2020, In: Applied Soft Computing. 94, 9 p., 106449.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  33. Published

    Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory

    Wan, J., Yang, J., Wang, S., Li, D., Li, P. & Xia, M., 1/09/2020, In: IEEE Transactions on Industrial Informatics. 16, 9, p. 6059-6068 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    Modelling Composite Failure through Machine Learning

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 1/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  35. Published

    A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion

    Gu, X., Khan, M., Angelov, P., Tiwary, B., Shafipour Yourdshahi, E. & Yang, Z., 26/08/2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-10 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  36. Published

    Mathematical Model Analysis for Mass and Rates of Woodchip IR Drying

    Pryce, M., Cheneler, D., Martin, A. & Aiouache, F., 16/08/2020, Proceedings of the 6th World Congresson Mechanical, Chemical, and Material Engineering. Avestia , 9 p. HTFF 177. ( Proceedings of the 6th World Congresson Mechanical, Chemical, and Material Engineering).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  37. Published

    Data-driven prognosis method using hybrid deep recurrent neural network

    Xia, M., Zheng, X., Imran, M. & Shoaib, M., 1/08/2020, In: Applied Soft Computing Journal. 93, 8 p., 106351.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  38. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

    Chiang, C.-Y., Angelov, P., Barnes, C. & Jiang, R., 28/07/2020, In: IEEE Access. 8, p. 144064 - 144076 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    A comparison of the manufacture and mechanical performance of porous aluminium and aluminium syntactic foams made by vacuum-assisted casting

    Cheneler, D. & Kennedy, A. R., 3/07/2020, In: Materials Science and Engineering A. 789, 9 p., 139527.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. E-pub ahead of print

    Intelligent fault diagnosis of rotor-bearing system under varying working conditions with modified transfer CNN and thermal images

    Shao, H., Xia, M., Han, G., Zhang, Y. & Wan, J., 30/06/2020, (E-pub ahead of print) In: IEEE Transactions on Industrial Informatics.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Quasi-tomography by free space line field spectral domain optical coherence reflectometry

    Lawman, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 30/06/2020, In: Measurement Science and Technology. 31, 6, 9 p., 065203.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology

    Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  43. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part I. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 583).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  44. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations: 16th IFIP WG 12.5 International Conference, AIAI 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Part II. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-ix 5 p. (IFIP Advances in Information and Communication Technology; vol. 584).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  45. Published

    Preface

    Maglogiannis, I., Angelov, P., Macintyre, J., Iliadis, L., Kolias, S. & Pimenidis, E., 5/06/2020, Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops: MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings. Maglogiannis, I., Iliadis, L. & Pimenidis, E. (eds.). Cham: Springer, p. v-vi 2 p. (IFIP Advances in Information and Communication Technology; vol. 585).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  46. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In: International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  47. Published

    Information-Based Hierarchical Planning for a Mobile Sensing Network in Environmental Mapping

    Li, T., Tong, K., Xia, M., Li, B. & De Silva, C. W., 1/06/2020, In: IEEE Systems Journal. 14, 2, p. 1692-1703 12 p., 8844270.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    An evolving approach to data streams clustering based on typicality and eccentricity data analytics

    Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 31/05/2020, In: Information Sciences. 518, p. 13-28 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    Interpretable policies for reinforcement learning by empirical fuzzy sets

    Huang, J., Angelov, P. P. & Yin, C., 31/05/2020, In: Engineering Applications of Artificial Intelligence. 91, 13 p., 103559.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  50. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. Published

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  52. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/Magazine › Journal article

  53. E-pub ahead of print

    Highly interpretable hierarchical deep rule-based classifier

    Gu, X. & Angelov, P., 20/04/2020, (E-pub ahead of print) In: Applied Soft Computing. 92

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  54. Published

    Closed-Form Expressions for Contact Angle Hysteresis: Capillary Bridges between Parallel Platens

    Bowen, J. & Cheneler, D., 5/03/2020, In: Colloids and Interfaces. 4, 1, 17 p., 13.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  55. Published

    Measurement and modelling of the elastic defection of novel metal syntactic foam composite sandwich structures in 3-point bending

    Cheneler, D. & Kennedy, A. R., 1/03/2020, In: Composite Structures. 235, 6 p., 111817.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  56. Published

    The impact of post manufacturing treatment of functionally graded Ti6Al4V scaffolds on their surface morphology and mechanical strength

    Khrapov, D., Koptyug, A., Manabaev, K., Leonard, F., Mishurova, T., Bruno, G., Cheneler, D., Loza, K., Epple, M., Surmenev, R. & Surmeneva, M., 1/03/2020, In: Journal of Materials Research and Technology. 9, 2, p. 1866-1881 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  57. Published

    A fast and portable imager for neutron and gamma emitting radionuclides

    Al Hamrashdi, H., Cheneler, D. & Monk, S. D., 11/02/2020, In: Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 953, 31 p., 163253.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  58. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  59. Published

    An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

    Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  60. Published

    Neutron/Gamma Pulse discrimination analysis of GS10 Lithium glass and EJ-204 plastic scintillators

    Al Hamrashdi, H., Monk, S. & Cheneler, D., 28/01/2020, In: Journal of Instrumentation. 15, 16 p., P01031.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  61. Published

    Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

    Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M. & Zheng, Y., 24/01/2020, Medical Image Understanding and Analysis : 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 142-150 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  62. Published

    Design and Optimisation of a Three Layers Thermal Neutron, Fast Neutron and Gamma-Ray Imaging System

    Al Hamrashdi, H., Cheneler, D. & Monk, S., 20/01/2020, EPJ Web of Conferences: ANIMMA 2019 – Advancements in Nuclear Instrumentation Measurement Methods and their Applications. EPJ Web of Conferences, Vol. 225. 7 p. 07002

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  63. Published

    Enhanced feature extraction method for motor fault diagnosis using low-quality vibration data from wireless sensor networks

    Shu, Q., Lu, S., Xia, M., Ding, J., Niu, J. & Liu, Y., 15/01/2020, In: Measurement Science and Technology. 31, 4, 17 p., 045016.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  64. Published

    Learning Active Contour Models for Medical Image Segmentation

    Chen, X., Williams, B., Vallabhanehi, S., Czanner, G., Williams, R. & Zheng, Y., 9/01/2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11632-11640 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  65. Published

    Joint Destriping and Segmentation of OCTA Images

    Wu, X., Gao, D., Williams, B. M., Stylianides, A., Zheng, Y. & Jin, Z., 1/01/2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 423-435 13 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  66. Published

    Preface

    Zheng, Y., Williams, B. M. & Chen, K., 1/01/2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Cham: Springer, p. vi (Communications in Computer and Information Science; vol. 1065).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  67. Published

    On-Line Estimators for Ad-Hoc Task Allocation

    Shafipour Yourdshahi, E., Aparecido do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. Richland, SC: International Foundation for Autonomous Agents and Multiagent Systems, p. 1999–2001 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  68. 2019
  69. Published

    ICDS 2019 Preface

    Angelov, P., Boumhidi, J., Hagras, H., Nfaoui, E. H., Oubenaalla, Y., Loqman, C., Mestari, M. & Mousannif, H., 26/12/2019, 2019 Third International Conference on Intelligent Computing in Data Sciences (ICDS). IEEE, 1 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  70. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  71. Published

    Self-Organising and Self-Learning Model for Soybean Yield Prediction

    Alghamdi, M., Angelov, P., Rufino, M., Gimenez, R. & Almeida Soares, E., 16/12/2019, 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 441-446 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  72. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  73. Published

    Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems

    Gu, X., Angelov, P. P. & Rong, H., 30/11/2019, In: Information Sciences. 503, p. 351-380 30 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  74. Published

    Drusen and macular degeneration lesions

    Williams, B., Burgess, P. & Zheng, Y., 27/11/2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 245-272 28 p. (The Elsevier and MICCAI Society Book Series).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  75. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  76. Published

    Improved artificial intelligence for glaucoma grading from fundus photographs via uncertainty-informed decision referral

    Czanner, G., MacCormick, I. J. C., Williams, B., Zheng, Y., Czanner, S., Tatham, A., Trucco, M., Li, Y., Congdon, N., Venkatesh, K. A., Kavitha, S. & Willoughby, C. E., 22/11/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  77. Published

    Novelty Detection and Learning from Extremely Weak Supervision

    Almeida Soares, E. & Angelov, P., 1/11/2019

    Research output: Other contribution

  78. Published

    A thermal-electrical analogy model of a four-floor building with occupancy estimation for heating system control

    Tate, O., Cheneler, D. & Taylor, C. J., 29/10/2019, In: IFAC-PapersOnLine. 52, 11, p. 91-96 6 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  79. Published

    An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping

    Gu, X., Angelov, P. & Khan, M., 26/10/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  80. Published

    Development of an Optimized Converter Layer for a Silicon-Carbide-Based Neutron Sensor for the Detection of Fissionable Materials

    Monk, S., Platt, S., Cheneler, D., Anderson, M. & Alhamdi, M., 26/10/2019, 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019. IEEE, 7 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper

  81. Published

    Signal Discrimination in Thinned Silicon Neutron Detectors using Machine learning

    Anderson, M., Prendergast, D., Alhamdi, M., Cheneler, D. & Monk, S., 26/10/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  82. Published

    Self-Monitoring, Self-Healing Biomorphic Sensor Technology

    Richardson, A. & Cheneler, D., 3/10/2019, 2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design, IOLTS 2019. Gizopoulos, D., Alexandrescu, D., Papavramidou, P. & Maniatakos, M. (eds.). IEEE, p. 121-124 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  83. Published

    Development of an optimized converter layer for silicon carbide based neutron sensor for the detection of fissionable materials

    Monk, S., Platt, S., Anderson, M. & Cheneler, D., 10/2019, p. 1-2. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  84. Published

    Actively Semi-Supervised Deep Rule-based Classifier Applied to Adverse Driving Scenarios

    Almeida Soares, E., Angelov, P. P., Costa, B. S. J. & Castro, M., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 1-8 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  85. Published

    Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor

    Gu, X. & Angelov, P. P., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851838

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  86. Published

    Experimental Platform to Facilitate Novel Back Brace Development for the Improvement of Spine Stability

    Cooper, L., Gullane, A., Harvey, J., Hills, A., Zemura, M., Martindale, J., Rennie, A. & Cheneler, D., 16/09/2019, In: Computer Methods in Biomechanics and Biomedical Engineering. 22, 15, p. 1163-1173 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  87. Published

    Simplified models for heating system optimisation using a thermal-electrical analogy

    Tate, O., Cheneler, D. & Taylor, C. J., 7/09/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  88. Published

    Automated Laser Ablation of Inhomogeneous Metal Oxide Films to Manufacture Uniform Surface Temperature Profile Electrical Heating Elements

    Ingham, J., Lewis, J. & Cheneler, D., 2/08/2019, In: Journal of Manufacturing and Materials Processing. 3, 3, 20 p., 65.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  89. Published

    Compact viscometer prototype for remote in-situ analysis of sludge

    Fried, T., Cheneler, D., Monk, S. D., Taylor, C. J. & Dodds, J., 26/07/2019, In: Sensors. 19, 15, 14 p., 3299.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  90. Published

    Resource management in microreactors - a computational study

    Quane, N., Moore, B. & Cheneler, D., 3/07/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  91. Published

    A Hybrid Computing Solution and Resource Scheduling Strategy for Edge Computing in Smart Manufacturing

    Li, X., Wan, J., Dai, H. N., Imran, M., Xia, M. & Celesti, A., 1/07/2019, In: IEEE Transactions on Industrial Informatics. 15, 7, p. 4225-4234 10 p., 8643392.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  92. Published

    Fully Convolutional Segmentation of Corneal Limbus and Foveal Blood Vessels in Fluorescein Angiography

    Zheng, Y., Yao, H., Shen, Y., Zhao, Y. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract

  93. Published

    In-vivo evaluation of corneal collagen fibrils pattern to detect keratoconus

    Romano, V., Borroni, D., Geraghty, B., Lipari, E., Sporgia, A., Zheng, Y., Kaye, S. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  94. Published

    Passive Gamma-ray and Neutron Imaging Systems for National Security and Nuclear Non-proliferation in Controlled and Uncontrolled Detection Areas: Review of Past and Current Status

    Al Hamrashdi, H., Monk, S. D. & Cheneler, D., 11/06/2019, In: Sensors. 19, 11, 25 p., 2638.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  95. Published

    A Two-Stage Approach for the Remaining Useful Life Prediction of Bearings Using Deep Neural Networks

    Xia, M., Li, T., Shu, T., Wan, J., De Silva, C. W. & Wang, Z., 1/06/2019, In: IEEE Transactions on Industrial Informatics. 15, 6, p. 3703-3711 9 p., 8454498.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  96. Published

    Learning the features of diabetic retinopathy with convolutional neural networks

    Pratt, H., Williams, B. M., Broadbent, D., Harding, S. P., Coenen, F. & Zheng, Y., 16/05/2019, In: EUROPEAN JOURNAL OF OPHTHALMOLOGY. 29, 3, p. NP15-NP16 2 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  97. Published

    Sub-surface imaging of soiled cotton fabric using full-field optical coherence tomography

    Zhang, Z., Ikpatt, U., Lawman, S., Williams, B. M., Zheng, Y., Lin, H. & Shen, Y., 13/05/2019, In: Optics Express. 27, 10, p. 13951-13964 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  98. Published

    Fully Automatic Localisation of the Optic Disc Using YOLO in Colour Fundus Photographs

    Zheng, Y., Zhao, Y., Chen, X., Gao, D., Bridge, J., Zhu, W. & Williams, B., 27/04/2019.

    Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review

  99. Published

    A Semi-Supervised Deep Rule-Based Approach for Remote Sensing Scene Classication

    Gu, X. & Angelov, P. P., 3/04/2019, The 2019 INNS Big Data and Deep Learning (INNSBDDL 2019) conference. Springer, p. 257-266 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  100. Published

    Correction: Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 3/04/2019, In: PLoS ONE. 14, 4, 1 p., e0215056.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  101. Published

    A Distance-Type-Insensitive Clustering Approach

    Gu, X., Angelov, P. P. & Zhao, Z., 1/04/2019, In: Applied Soft Computing. 77, p. 622-634 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  102. Published

    Self-boosting first-order autonomous learning neuro-fuzzy systems

    Gu, X. & Angelov, P. P., 1/04/2019, In: Applied Soft Computing. 77, p. 118-134 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  103. Published

    Issues in Vision, Semi-autonomous Control, Haptics and Manipulation in Robotics for Nuclear Decommissioning

    Monk, S. D. & Cheneler, D., 26/03/2019, In: Robotics & Automation Engineering Journal . 4, 2, p. 1-4 4 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

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