Items where authors include "Panoutsos, G."
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Atwya, M. orcid.org/0000-0003-2699-1415 and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2023) In-situ porosity prediction in metal powder bed fusion additive manufacturing using spectral emissions: a prior-guided machine learning approach. Journal of Intelligent Manufacturing. ISSN 0956-5515
Notley, S.V. orcid.org/0000-0002-8000-1809, Chen, Y., Thacker, N.A. et al. (2 more authors) (2023) Synchrotron imaging derived relationship between process parameters and build quality for directed energy deposition additively manufactured IN718. Additive Manufacturing Letters, 6. 100137. ISSN 2772-3690
Muda, M.Z., Solis, A.R. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2022) An evolving feature weighting framework for radial basis function neural network models. Expert Systems. ISSN 0266-4720
Tonge, J.J., Notley, S.V., Dunning, M.J. et al. (5 more authors) (2022) Hyaluronan nanoscale clustering and Hyaluronan synthase 2 expression are linked to the invasion of child fibroblasts and infantile fibrosarcoma in vitro and in vivo. Scientific Reports, 12. 19835. pp. 1-10. ISSN 2045-2322
Rossiter, J. orcid.org/0000-0002-1336-0633, Aftab, M.S., Panoutsos, G. orcid.org/0000-0002-7395-8418 et al. (1 more author) (2022) A novel approach to PFC for nonlinear systems. European Journal of Control, 68. 100668. ISSN 0947-3580
Rigby, S. orcid.org/0000-0001-6844-3797, Pannell, J. and Panoutsos, G. (2022) Near-field blast load predictions using machine learning. IAPS Newsletter, 14.
Atwya, M. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2022) Structure optimization of prior-knowledge-guided neural networks. Neurocomputing, 491. pp. 464-488. ISSN 0925-2312
Pannell, J., Rigby, S. orcid.org/0000-0001-6844-3797 and Panoutsos, G. (2022) Application of transfer learning for the prediction of blast impulse. International Journal of Protective Structures. ISSN 2041-4196
Pannell, J.J. orcid.org/0000-0003-2136-2150, Rigby, S.E. orcid.org/0000-0001-6844-3797 and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2022) Physics-informed regularisation procedure in neural networks : an application in blast protection engineering. International Journal of Protective Structures. ISSN 2041-4196
Pannell, J.J., Panoutsos, G. orcid.org/0000-0002-7395-8418, Cooke, S.B. et al. (2 more authors) (2021) Predicting specific impulse distributions for spherical explosives in the extreme near-field using a Gaussian function. International Journal of Protective Structures, 12 (4). pp. 437-459. ISSN 2041-4196
Su, R., Panoutsos, G. orcid.org/0000-0002-7395-8418 and Yue, X. (2021) Data-driven granular computing systems and applications. Granular Computing, 6 (1). pp. 1-2. ISSN 2364-4966
Mycroft, W., Katzman, M. orcid.org/0000-0001-7553-3520, Tammas-Williams, S. et al. (4 more authors) (2020) A data-driven approach for predicting printability in metal additive manufacturing processes. Journal of Intelligent Manufacturing, 31 (7). pp. 1769-1781. ISSN 0956-5515
Atwya, M. orcid.org/0000-0003-2699-1415 and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2020) Transient thermography for flaw detection in friction stir welding : a machine learning approach. IEEE Transactions on Industrial Informatics, 16 (7). pp. 4423-4435. ISSN 1551-3203
Rubio-Solis, A., Panoutsos, G. orcid.org/0000-0002-7395-8418, Beltran-Perez, C. et al. (1 more author) (2020) A Multilayer Interval Type-2 Fuzzy Extreme Learning Machine for the recognition of walking activities and gait events using wearable sensors. Neurocomputing, 389. pp. 42-55. ISSN 0925-2312
Snell, R., Tammas-Williams, S., Chechik, L. et al. (5 more authors) (2020) Methods for rapid pore classification in metal additive manufacturing. JOM Journal of the Minerals, Metals and Materials Society, 72 (1). pp. 101-109. ISSN 1047-4838
Baraka, A. and Panoutsos, G. (2019) Long-term learning for type-2 neural-fuzzy systems. Fuzzy Sets and Systems, 368. pp. 59-81. ISSN 0165-0114
Shi, C., Panoutsos, G., Luo, B. et al. (3 more authors) (2019) Using multiple feature spaces-based deep learning for tool condition monitoring in ultra-precision manufacturing. IEEE Transactions on Industrial Electronics, 66 (5). pp. 3794-3803. ISSN 0278-0046
Rubio-Solis, A., Melin, P., Martinez-Hernandez, U. et al. (1 more author) (2018) General type-2 radial basis function neural network: a data-driven fuzzy model. IEEE Transactions on Fuzzy Systems. ISSN 1063-6706
Gonzalez, F.A., Badilita, A.-M., Baker, A. et al. (30 more authors) (2017) Project SunbYte: solar astronomy on a budget. Astronomy and Geophysics, 58 (2). 2.24-2.25. ISSN 1366-8781
Zhang, Q., Mahfouf, M., Panoutsos, G. et al. (2 more authors) (2015) Multiobjective optimal design of friction stir welding considering quality and cost issues. Science and Technology of Welding and Joining, 20 (7). pp. 607-615. ISSN 1362-1718
Denai, M., Mahfouf, M., Mohamad-Samuri, S. et al. (3 more authors) (2010) Absolute electrical impedance tomography (aEIT) guided ventilation therapy in critical care patients: simulations and future trends. IEEE Transactions on Information Technology in Biomedicine, 14 (3). pp. 641-649. ISSN 1089-7771
Proceedings Paper
Tang, Z., Rossiter, J. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2024) Disturbance observer-based optimal tracking control for slot coating process with mismatched input disturbances. In: CONTROL 2024: 14th United Kingdom Automatic Control Council (UKACC) International Conference on Control. CONTROL 2024: 14th United Kingdom Automatic Control Council (UKACC) International Conference on Control, 10-12 Apr 2024, Winchester, UK. Institute of Electrical and Electronics Engineers (IEEE) . (In Press)
Al-saadi, T., Rossiter, J.A. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2024) Initial investigation of online control system for selective laser melting process: multi-layer level. In: CONTROL 2024: 14th United Kingdom Automatic Control Council (UKACC) International Conference on Control. CONTROL 2024: 14th United Kingdom Automatic Control Council (UKACC) International Conference on Control, 10-12 Apr 2024, Winchester, UK. Institute of Electrical and Electronics Engineers (IEEE) . (In Press)
Al-saadi, T., Rossiter, J.A. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2023) In-situ process control strategies for selective laser melting. In: Ishii, H., Ebihara, Y., Imura, J. and Yamakita, M., (eds.) IFAC-PapersOnLine. 22nd World Congress of the International Federation of Automatic Control (IFAC2023), 09-14 Jul 2023, Yokohama, Japan. Elsevier , pp. 6594-6599.
Al-Saadi, T., Rossiter, J.A. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2022) Fuzzy logic control in metal additive manufacturing: a literature review and case study. In: Poulin, É., (ed.) IFAC-PapersOnLine. 19th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing (MMM 2022), 15-18 Aug 2022, Montreal, Canada. Elsevier , pp. 37-42.
Rossiter, J.A. orcid.org/0000-0002-1336-0633, Aftab, M.S. and Panoutsos, G. (2022) Exploiting Laguerre polynomials and steady-state estimates to facilitate tuning of PFC. In: 20th European Control Conference (ECC) Proceedings. ECC22 - 20th European Control Conference, 12-15 Jul 2022, London, UK. European Control Association (EUCA) , pp. 1641-1646. ISBN 978-3-9071-4407-7
Sahin, A. orcid.org/0000-0002-1042-7679, Rey, P. and Panoutsos, G. (2022) Self-tuning multi-model statistical process control for process monitoring in additive manufacturing. In: 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT). CoDIT 2022 - 8th International Conference on Control, Decision and Information Technologies (CoDIT), 17-20 May 2022, Istanbul, Turkey. Institute of Electrical and Electronics Engineers , pp. 1049-1054. ISBN 9781665496087
Aftab, M.S., Rossiter, J.A. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2022) Predictive functional control for difficult second-order dynamics with a simple pre-compensation strategy. In: Proceedings of 2022 UKACC 13th International Conference on Control (CONTROL). 2022 UKACC 13th International Conference on Control (CONTROL), 20-22 Apr 2022, Plymouth, UK. Institute of Electrical and Electronics Engineers , pp. 12-17. ISBN 9781665452014
Ward, R. orcid.org/0000-0002-6201-0285, Sencer, B., Panoutsos, G. orcid.org/0000-0002-7395-8418 et al. (1 more author) (2022) On-The-Fly CNC interpolation using frequency-domain FFT-based filtering. In: Carpanzano, E., Boer, C. and Valente, A., (eds.) Procedia CIRP. 55th CIRP Conference on Manufacturing Systems - CMS2022, 29 Jun - 01 Jul 2022, Lugano, Switzerland. Elsevier , pp. 1571-1576.
Yusuf, H., Yang, K. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2021) Fuzzy multi-criteria decision-making: example of an explainable classification framework. In: Jansen, T., Jensen, R., Mac Parthaláin, N. and Lin, C.-M., (eds.) Advances in Computational Intelligence Systems (UKCI 2021). UKCI 2021: Advances in Computational Intelligence Systems, 08-10 Sep 2021, Aberystwyth, United Kingdom. Advances in Intelligent Systems and Computing, 1409 . Springer , pp. 15-26. ISBN 9783030870935
Muda, M.Z. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2021) An evolving feature weighting framework for granular fuzzy logic models. In: Jansen, T., Jensen, R., Mac Parthaláin, N. and Lin, C.-M., (eds.) Advances in Computational Intelligence Systems (UKCI 2021). UKCI 2021: 20th UK Workshop on Computational Intelligence, 08-10 Sep 2021, Aberystwyth, UK. Advances in Intelligent Systems and Computing, 1409 . Springer , pp. 3-14. ISBN 9783030870935
Notley, S.V., Chen, Y., Lee, P.D. et al. (1 more author) (2021) Variance stabilised optimisation of neural networks: a case study in additive manufacturing. In: Proceedings of 2021 International Joint Conference on Neural Networks (IJCNN). 2021 International Joint Conference on Neural Networks (IJCNN), 18-22 Jul 2021, Virtual conference (Shenzhen, China). Institute of Electrical and Electronics Engineers Inc. . ISBN 9781665445979
Wu, K.E. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2021) A new diversity performance indicator for many-objective optimisation problems. In: Proceedings of 2021 IEEE Congress on Evolutionary Computation (CEC). 2021 IEEE Congress on Evolutionary Computation (CEC), 28 Jun - 01 Jul 2021, Kraków, Poland (virtual conference). IEEE , pp. 144-152. ISBN 9781728183947
Wu, K.E. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2021) A visualisation method for Pareto Front approximations in many-objective optimisation. In: Proceedings of 2021 IEEE Congress on Evolutionary Computation (CEC). 2021 IEEE Congress on Evolutionary Computation (CEC), 28 Jun - 01 Jul 2021, Kraków, Poland (virtual conference). IEEE , pp. 1929-1937. ISBN 9781728183947
Al-Saadi, T., Rossiter, J.A. orcid.org/0000-0002-1336-0633 and Panoutsos, G. (2021) Control of selective laser melting processes: existing efforts, challenges, and future opportunities. In: Proceedings of the 29th Mediterranean Conference on Control and Automation (MED 2021). MED 2021 : 29th Mediterranean Conference on Control and Automation, 22-25 Jun 2021, Puglia, Italy. IEEE , pp. 89-94. ISBN 9781665446600
Bin Muda, M.Z. and Panoutsos, G. (2021) An entropy-based uncertainty measure for developing granular models. In: Proceedings of 2020 7th International Conference on Soft Computing & Machine Intelligence (ISCMI). 2020 7th International Conference on Soft Computing & Machine Intelligence (ISCMI), 14-15 Nov 2020, Stockholm, Sweden (Online conference). IEEE , pp. 73-77. ISBN 9781728175607
Pannell, J., Rigby, S. orcid.org/0000-0001-6844-3797 and Panoutsos, G. (2020) A physics-guided machine learning approach to understanding loading distributions from explosive events. In: 22nd IStructE Young Researchers Conference. 22nd Institution of Stuctural Engineers Young Researchers Conference, 04 Sep 2020, Virtual conference. The Institution of Structural Engineers .
Yusuf, H. and Panoutsos, G. orcid.org/0000-0002-7395-8418 (2020) Multi-criteria decision making using Fuzzy Logic and ATOVIC with application to manufacturing. In: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 19-24 Jul 2020, Glasgow, UK. IEEE . ISBN 9781728169330
Pannell, J.J., Rigby, S.E., Panoutsos, G. et al. (3 more authors) (2019) Predicting near-field specific impulse distributions using machine learning. In: Proceedings of The 18th International Symposium for the Interaction of Munitions with Structures (18th ISIEMS). The 18th International Symposium for the Interaction of Munitions with Structures, 21-25 Oct 2019, Panama City Beach, Florida, USA. Interaction of the Effects of Munitions with Structures (ISIEMS) .
Xi, Z. and Panoutsos, G. (2019) Interpretable machine learning: Convolutional neural networks with RBF fuzzy logic classification rules. In: 2018 International Conference on Intelligent Systems. 2018 International Conference on Intelligent Systems, 25-27 Sep 2018, Funchal, Madeira, Portugal. IEEE , pp. 448-454. ISBN 978-1-5386-7097-2
Rubio-Solis, A., Martinez-Hernandez, U. and Panoutsos, G. (2018) Evolutionary extreme learning machine for the interval type-2 radial basis function neural network: A fuzzy modelling approach. In: 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 08-13 Jul 2018, Rio de Janeiro, Brazil. IEEE . ISBN 978-1-5090-6020-7
Martinez-Hernandez, U., Rubio-Solis, A., Panoutsos, G. et al. (1 more author) (2017) A combined Adaptive Neuro-Fuzzy and Bayesian strategy for recognition and prediction of gait events using wearable sensors. In: Proceedings of the IEEE International Conference on Fuzzy Systems 2017. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 09-12 Jul 2017, Naples, Italy. IEEE . ISBN 9781509060344
Rubio-Solis, A. and Panoutsos, G. (2017) An ensemble data-driven fuzzy network for laser welding quality prediction. In: 2017 IEEE International Conference on Fuzzy Systems. 2017 IEEE International Conference on Fuzzy Systems , 09-12 Jul 2017, Naples, Italy. IEEE . ISBN 9781509060344
Baraka, A., Panoutsos, G. and Cater, S. (2016) Perpetual Learning Framework based on Type-2 Fuzzy Logic System for a Complex Manufacturing Process. In: IFAC-PapersOnLine. 17th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing MMM 2016, 31 August—2 September 2016, Vienna, Austria. , pp. 143-148.
Rubio-Solis, A. and Panoutsos, G. (2016) Iterative Information Granulation for Novelty Detection in Complex Datasets. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2016 IEEE World Congress on Computational Intelligence, 24/07/2016-29/07/2016, Vancouver, Canada. Institute of Electrical and Electronics Engineers . ISBN 978-1-5090-0626-7
Tzagarakis, G. and Panoutsos, G. (2016) Model-Based Feature Selection Based on Radial Basis Functions and Information Measures. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2016 IEEE World Congress on Computational Intelligence (WCCI), 24-29 Jul 2016, Vancouver, BC, Canada. Institute of Electrical and Electronics Engineers (IEEE) , pp. 401-407. ISBN 9781509006267