Items where authors include "Mahfouf, M."
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Xue, C. orcid.org/0000-0003-0311-5850 and Mahfouf, M. orcid.org/0000-0002-7349-5396 (2023) RACFIS: A new rapid adaptive complex fuzzy inference system for regression modelling. IEEE Transactions on Emerging Topics in Computational Intelligence. ISSN 2471-285X
AlAlaween, W.H., AlAlawin, A.H., AbuHamour, S.O. et al. (4 more authors) (2023) Fuzzy particle swarm for the right-first-time of fused deposition. Journal of Intelligent & Fuzzy Systems, 45 (6). pp. 11977-11991. ISSN 1064-1246
Xue, C. orcid.org/0000-0003-0311-5850 and Mahfouf, M. orcid.org/0000-0002-7349-5396 (2023) ENCFIS: An exclusionary neural complex fuzzy inference system for robust regression learning. IEEE Transactions on Fuzzy Systems. ISSN 1063-6706
Papananias, M. orcid.org/0000-0001-7121-9681, McLeay, T.E. orcid.org/0000-0002-7509-0771, Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (1 more author) (2023) A probabilistic framework for product health monitoring in multistage manufacturing using Unsupervised Artificial Neural Networks and Gaussian Processes. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 237 (9). pp. 1295-1310. ISSN 0954-4054
Candan, F. orcid.org/0000-0002-0803-610X, Dik, O.F., Kumbasar, T. et al. (2 more authors) (2023) Real-time interval type-2 fuzzy control of an unmanned aerial vehicle with flexible cable-connected payload. Algorithms, 16 (6). 273. ISSN 1999-4893
Wang, X. orcid.org/0000-0003-4988-222X, Brownlee, A.E.I. orcid.org/0000-0003-2892-5059, Weiszer, M. et al. (3 more authors) (2023) An interval type-2 fuzzy logic-based map matching algorithm for airport ground movements. IEEE Transactions on Fuzzy Systems, 31 (2). pp. 582-595. ISSN 1063-6706
AlAlaween, W., Abueed, O., Gharaibeh, B. et al. (4 more authors) (2022) The development of a radial based integrated network for the modelling of 3D fused deposition. Rapid Prototyping Journal. ISSN 1355-2546
AlAlawin, A.H., AlAlaween, W.H., Salem, M.A. et al. (3 more authors) (2022) A fuzzy logic based assessment algorithm for developing a warehouse assessment scheme. Computers & Industrial Engineering, 168. 108088. ISSN 0360-8352
Papananias, M., McLeay, T.E., Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (1 more author) (2022) A Bayesian information fusion approach for end product quality estimation using machine learning and on-machine probing. Journal of Manufacturing Processes, 76. pp. 475-485. ISSN 1526-6125
Obajemu, O., Mahfouf, M. orcid.org/0000-0002-7349-5396, Papananias, M. et al. (2 more authors) (2021) An interpretable machine learning based approach for process to areal surface metrology informatics. Surface Topography: Metrology and Properties, 9 (4). 044001. ISSN 2051-672X
Wang, X., Brownlee, A.E.I., Weiszer, M. et al. (3 more authors) (2021) A chance-constrained programming model for airport ground movement optimisation with taxi time uncertainties. Transportation Research Part C: Emerging Technologies, 132. 103382. ISSN 0968-090X
AlAlaween, W.H., AlAlawin, A.H., Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (3 more authors) (2021) A new framework for warehouse assessment using a Genetic-Algorithm driven analytic network process. PLoS ONE, 16 (9). e0256999.
Obajemu, O., Mahfouf, M. orcid.org/0000-0002-7349-5396, Maiyar, L.M. et al. (3 more authors) (2021) Real-time four-dimensional trajectory generation based on gain-scheduling control and a high-fidelity aircraft model. Engineering, 7 (4). pp. 495-506. ISSN 2095-8099
Alalaween, W.H., Alalawin, A.H., Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (1 more author) (2021) A dynamic type-1 fuzzy logic system for the development of a new warehouse assessment scheme. IEEE Access, 9. pp. 43611-43619. ISSN 2169-3536
Wang, X., Brownlee, A.E.I., Woodward, J.R. et al. (3 more authors) (2021) Aircraft taxi time prediction : feature importance and their implications. Transportation Research Part C: Emerging Technologies, 124. 102892. ISSN 0968-090X
AlAlaween, W.H., Mahfouf, M. orcid.org/0000-0002-7349-5396 and Salman, A.D. (2021) When swarm meets fuzzy logic: Batch optimisation for the production of pharmaceuticals. Powder Technology, 379. pp. 174-183. ISSN 0032-5910
He, C., Mahfouf, M. orcid.org/0000-0002-7349-5396 and Torres-Salomao, L.A. (2021) An adaptive general type-2 fuzzy logic approach for psychophysiological state modeling in real-time human–machine interfaces. IEEE Transactions on Human-Machine Systems, 51 (1). pp. 1-11. ISSN 2168-2291
Papananias, M. orcid.org/0000-0001-7121-9681, McLeay, T.E., Obajemu, O. et al. (2 more authors) (2020) Inspection by exception: a new machine learning-based approach for multistage manufacturing. Applied Soft Computing, 97 (Part A). 106787. ISSN 1568-4946
AlAlaween, W., Khorsheed, B., Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (2 more authors) (2020) An interpretable fuzzy logic based data-driven model for the twin screw granulation process. Powder Technology, 364. pp. 135-144. ISSN 0032-5910
Obajemu, O. and Mahfouf, M. orcid.org/0000-0002-7349-5396 (2019) A Dirichlet Process based type-1 and type-2 fuzzy modeling for systematic confidence bands prediction. IEEE Transactions on Fuzzy Systems, 27 (9). pp. 1853-1865. ISSN 1063-6706
Papananias, M. orcid.org/0000-0001-7121-9681, McLeay, T.E., Mahfouf, M. et al. (1 more author) (2019) An Intelligent Metrology Informatics System based on Neural Networks for Multistage Manufacturing Processes. Procedia CIRP, 82. pp. 444-449. ISSN 2212-8271
Papananias, M., McLeay, T.E., Mahfouf, M. orcid.org/0000-0002-7349-5396 et al. (1 more author) (2019) A Bayesian framework to estimate part quality and associated uncertainties in multistage manufacturing. Computers in Industry, 105. pp. 35-47. ISSN 0166-3615
Obajemu, O., Mahfouf, M. and Catto, J.W.F. (2018) A new fuzzy modeling framework for integrated risk prognosis and therapy of bladder cancer patients. IEEE Transactions on Fuzzy Systems, 26 (3). pp. 1565-1577. ISSN 1063-6706
AlAlaween, W., Khorsheed, B., Mahfouf, M. et al. (3 more authors) (2018) Transparent predictive modelling of the twin screw granulation process using a compensated interval type-2 fuzzy system. European Journal of Pharmaceutics and Biopharmaceutics, 124. pp. 138-146. ISSN 0939-6411
AlAlaween, W.H., Mahfouf, M. and Salman, A.D. (2017) Integrating the physics with data analytics for the hybrid modeling of the granulation process. AIChE Journal, 63 (11). pp. 4761-4773. ISSN 0001-1541
AlAlaween, W.H., Mahfouf, M. and Salman, A.D. (2016) Predictive modelling of the granulation process using a systems-engineering approach. Powder Technology, 302. pp. 265-274. ISSN 0032-5910
Torres-Salomao, L.A., Mahfouf, M., El-Samahy, E. et al. (1 more author) (2016) Psycho-Physiologically-Based Real Time Adaptive General Type 2 Fuzzy Modelling and Self-Organising Control of Operator's Performance Undertaking a Cognitive Task. IEEE Transactions on Fuzzy Systems. ISSN 1063-6706
Zhang, G., Mahfouf, M., Abdulkareem, M. et al. (6 more authors) (2016) Hybrid-modelling of compact tension energy in high strength pipeline steel using a Gaussian Mixture Model based error compensation. Applied Soft Computing, 48. pp. 1-12. ISSN 1568-4946
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
Holliday, J.D., Rodgers, S.L., Willett, P. et al. (4 more authors) (2004) Clustering files of chemical structures using the fuzzy k-means clustering method. Journal of Chemical Information and Computer Sciences, 44 (3). pp. 894-902. ISSN 0095-2338
Proceedings Paper
Papananias, M. orcid.org/0000-0001-7121-9681, Obajemu, O., McLeay, T.E. et al. (2 more authors) (2020) Development of a new machine learning-based informatics system for product health monitoring. In: Gao, R.X. and Ehmann, K., (eds.) Procedia CIRP. 53rd CIRP Conference on Manufacturing Systems, 01-03 Jul 2020, Chicago, IL, U.S.. Elsevier , pp. 473-478.
Papananias, M. orcid.org/0000-0001-7121-9681, McLeay, T., Mahfouf, M. et al. (1 more author) (2019) An intelligent metrology informatics system based on neural networks for multistage manufacturing processes. In: Procedia CIRP. 17th CIRP Conference on Modelling of Machining Operations, 13-14 Jun 2019, Sheffield, UK. Elsevier , pp. 444-449.
Obajemu, O., Mahfouf, M. orcid.org/0000-0002-7349-5396, Allerton, D. et al. (2 more authors) (2018) A type-2 fuzzy modelling framework for aircraft taxi-time prediction. In: IEEE 20th International Conference on Intelligent Transportation Systems (ITSC). 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 16-19 Oct 2017, Yokohama, Japan. IEEE . ISBN 9781538615270
Chen, J., Weiszer, M., Zareian, E. et al. (2 more authors) (2018) Multi-objective fuzzy rule-based prediction and uncertainty quantification of aircraft taxi time. In: 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC). 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), 16-19 Oct 2017, Yokohama, Japan. IEEE . ISBN 9781538615270
Colas-Marquez, R. and Mahfouf, M. orcid.org/0000-0002-7349-5396 (2017) Data mining and modelling of Charpy impact energy for alloy steels using fuzzy rough sets. In: Dochain, D., Henrion, D. and Peaucelle, D., (eds.) IFAC-PapersOnLine. 20th IFAC World Congress, 09-14 Jul 2017, Toulouse, France. Elsevier , pp. 14970-14975.
Indera-Putera, S.H. and Mahfouf, M. (2017) Evolutionary type-2 fuzzy blood gas models for artificially ventilated patients in ICU. In: ICINCO 2017 - Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics. Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics, 16-28 Jul 2017, Madrid, Spain. SciTePress , pp. 112-121. ISBN 9789897582639
Muscat, R. and Mahfouf, M. (2016) Predicting Charpy Impact Energy for Heat-Treated Steel using a Quantum-Membership-Function-based Fuzzy Model. In: IFAC-PapersOnLine. 17th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing MMM 2016, 31/08/2016 - 02/09/2016, Vienna, Austria. Elsevier , pp. 138-142.
Chen, J. and Mahfouf, M. orcid.org/0000-0002-7349-5396 (2010) Interpretable fuzzy modeling using multi-objective immune-inspired optimization algorithms. In: 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010). 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010), 18-23 Jul 2010, Barcelona, Spain. Institute of Electrical and Electronics Engineers (IEEE) . ISBN 9781424469192