Mahdi Mahfouf

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 29

Top Venues

IEEE Trans. Fuzzy Syst.

FUZZ-IEEE

UKCI

ICINCO (Selected Papers)

Publications

Motaz Deebes, Mahdi Mahfouf, Chalak Omar
A New Data-Driven Modelling Framework for Moisture Content Prediction in Continuous Pharmaceutical Tablet Manufacturing. ICIEA-EU (2024)
Fethi Candan, Aykut Beke, Mahdi Mahfouf, Lyudmila Mihaylova
A Real-time Fuzzy Interacting Multiple-Model Velocity Obstacle Avoidance Approach for Unmanned Aerial Vehicles. J. Intell. Robotic Syst. 110 (2) (2024)
Chuan Xue, Mahdi Mahfouf
RACFIS: A New Rapid Adaptive Complex Fuzzy Inference System for Regression Modelling. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Chuan Xue, Mahdi Mahfouf
ENCFIS: An Exclusionary Neural Complex Fuzzy Inference System for Robust Regression Learning. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Xinwei Wang, Alexander Edward Ian Brownlee, Michal Weiszer, John R. Woodward, Mahdi Mahfouf, Jun Chen
An Interval Type-2 Fuzzy Logic-Based Map Matching Algorithm for Airport Ground Movements. IEEE Trans. Fuzzy Syst. 31 (2) (2023)
Wafa' H. Alalaween, Abdallah H. Alalawin, Saif O. Abuhamour, Belal M. Y. Gharaibeh, Mahdi Mahfouf, Ahmad Alsoussi, Ashraf E. Abukaraky
Fuzzy particle swarm for the right-first-time of fused deposition. J. Intell. Fuzzy Syst. 45 (6) (2023)
Fethi Candan, Omer Faruk Dik, Tufan Kumbasar, Mahdi Mahfouf, Lyudmila Mihaylova
Real-Time Interval Type-2 Fuzzy Control of an Unmanned Aerial Vehicle with Flexible Cable-Connected Payload. Algorithms 16 (6) (2023)
Yihui Tao, Mahdi Mahfouf
Fuzzy Hidden Markov Chain Based Models for Time-Series Data. UKCI (2022)
Abrar Al-Hindi, Mahdi Mahfouf, Jun Chen, Olusayo Obajemu
An Artificial Neural Networks (ANN) Based System for Optimal Taxiing Navigation of a BOEING-747 Aircraft. UKCI (2022)
Abdallah H. Alalawin, Wafa' H. Alalaween, Mujahed A. Salem, Mahdi Mahfouf, Nibal T. Albashabsheh, Changjiang He
A fuzzy logic based assessment algorithm for developing a warehouse assessment scheme. Comput. Ind. Eng. 168 (2022)
Wafa' H. Alalaween, Abdallah H. Alalawin, Mahdi Mahfouf, Omar H. Abdallah
A Dynamic Type-1 Fuzzy Logic System for the Development of a New Warehouse Assessment Scheme. IEEE Access 9 (2021)
Changjiang He, Mahdi Mahfouf, Luis A. Torres-Salomao
An Adaptive General Type-2 Fuzzy Logic Approach for Psychophysiological State Modeling in Real-Time Human-Machine Interfaces. IEEE Trans. Hum. Mach. Syst. 51 (1) (2021)
Ronak Sharma, Mahdi Mahfouf, Olusayo Obajemu
A Neural-Fuzzy System for Predicting the Areal Surface Metrology Parameters. IJCCI (2020)
Moschos Papananias, Thomas E. McLeay, Olusayo Obajemu, Mahdi Mahfouf, Visakan Kadirkamanathan
Inspection by exception: A new machine learning-based approach for multistage manufacturing. Appl. Soft Comput. 97 (Part) (2020)
Olusayo Obajemu, Mahdi Mahfouf
A Dirichlet Process Based Type-1 and Type-2 Fuzzy Modeling for Systematic Confidence Bands Prediction. IEEE Trans. Fuzzy Syst. 27 (9) (2019)
Moschos Papananias, Thomas E. McLeay, Mahdi Mahfouf, Visakan Kadirkamanathan
A Bayesian framework to estimate part quality and associated uncertainties in multistage manufacturing. Comput. Ind. 105 (2019)
Changjiang He, Mahdi Mahfouf, Luis A. Torres-Salomao
Facial Temperature Markers for Mental Stress Assessment in Human-Machine Interface (HMI) Control System. ICINCO (2) (2018)
Changjiang He, Mahdi Mahfouf, Luis A. Torres-Salomao
Thermal Imaging for Psychophysiological State Detection in the Human-Machine Interface (HMI) Control System. ICINCO (Selected Papers) (2018)
Olusayo Obajemu, Mahdi Mahfouf, James W. Catto
A New Fuzzy Modeling Framework for Integrated Risk Prognosis and Therapy of Bladder Cancer Patients. IEEE Trans. Fuzzy Syst. 26 (3) (2018)
Siti Hazurah Indera Putera, Mahdi Mahfouf
Evolutionary Type-2 Fuzzy Blood Gas Models for Artificially Ventilated Patients in ICU. ICINCO (1) (2017)
Luis A. Torres-Salomao, Mahdi Mahfouf, Emad El-Samahy, Ching-Hua Ting
Psychophysiologically Based Real-Time Adaptive General Type 2 Fuzzy Modeling and Self-Organizing Control of Operator's Performance Undertaking a Cognitive Task. IEEE Trans. Fuzzy Syst. 25 (1) (2017)
Siti Hazurah Indera Putera, Mahdi Mahfouf, Gary H. Mills
Blood Gas Predictions for Patients Under Artificial Ventilation Using Fuzzy Logic Models. ICINCO (Selected Papers) (2017)
Jun Chen, Michal Weiszer, Elham Zareian, Mahdi Mahfouf, Olusayo Obajemu
Multi-objective fuzzy rule-based prediction and uncertainty quantification of aircraft taxi time. ITSC (2017)
Guangrui Zhang, Mahdi Mahfouf, Musa Abdulkareem, Sidahmed Gaffour, Yong-Yao Yang, Olusayo Obajemu, John R. Yates, Sabino Ayvar Soberanis, Christophe Pinna
Hybrid-modelling of compact tension energy in high strength pipeline steel using a Gaussian Mixture Model based error compensation. Appl. Soft Comput. 48 (2016)
A. Zughrat, Mahdi Mahfouf, S. Thornton
Performance evaluation of SVM and iterative FSVM classifiers with bootstrapping-based over-sampling and under-sampling. FUZZ-IEEE (2015)
M. Ehtiawesh, Mahdi Mahfouf
Interval type-2 fuzzy sets for Self-Organising Fuzzy Logic based control with on-line PSO Optimisation. FUZZ-IEEE (2015)
Jun Chen, Mahdi Mahfouf, Sidahmed Gaffour
A new holistic systems approach to the design of heat treated alloy steels using a biologically inspired multi-objective optimisation algorithm. Eng. Appl. Artif. Intell. 37 (2015)
Emad El-Samahy, Mahdi Mahfouf, L. A. Torres-Salomao, Juan Anzurez-Marin
A new computer control system for mental stress management using fuzzy logic. EAIS (2015)
L. A. Torres-Salomao, Mahdi Mahfouf, Emad El-Samahy
Pupil diameter size marker for incremental mental stress detection. HealthCom (2015)
Adriana Gonzalez-Rodriguez, George Panoutsos, Mahdi Mahfouf, Kathryn Beamish
A Novelty Detection Framework Based on Fuzzy Entropy for a Complex Manufacturing Process. IEEE Conf. on Intelligent Systems (2) (2014)
M. Ehtiawesh, Mahdi Mahfouf
Self-Organising Fuzzy Logic Control with a New On-Line Particle Swarm Optimisation-based Supervisory Layer. IJCCI (FCTA) (2014)
Yu Zhang, Jun Chen, Chris Bingham, Mahdi Mahfouf
A new adaptive Mamdani-type fuzzy modeling strategy for industrial gas turbines. FUZZ-IEEE (2014)
Ali Baraka, George Panoutsos, Mahdi Mahfouf, Stephen Cater
A Shannon entropy-based conflict measure for enhancing granular computing-based information processing. GrC (2014)
Julio De Alejandro Montalvo, George Panoutsos, Mahdi Mahfouf, James W. Catto
Radial Basis Function Neural-fuzzy Model for Microarray Signature Identification. BIOINFORMATICS (2013)
Jun Chen, Mahdi Mahfouf
Improving Transparency in Approximate Fuzzy Modeling Using Multi-objective Immune-Inspired Optimisation. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Qian Zhang, Mahdi Mahfouf, John R. Yates, Christophe Pinna
Model fusion using fuzzy aggregation: Special applications to metal properties. Appl. Soft Comput. 12 (6) (2012)
Qing Lu, Mahdi Mahfouf
Multivariable self-organizing fuzzy logic control using dynamic performance index and linguistic compensators. Eng. Appl. Artif. Intell. 25 (8) (2012)
Guangrui Zhang, Mahdi Mahfouf, George Panoutsos, Shen Wang
A multi-objective particle swarm optimization algorithm with a dynamic hypercube archive, mutation and population competition. IEEE Congress on Evolutionary Computation (2012)
Shen Wang, Mahdi Mahfouf
Multi-objective optimisation for fuzzy modelling using interval type-2 fuzzy sets. FUZZ-IEEE (2012)
Shen Wang, Mahdi Mahfouf
A new computationally efficient mamdani interval type-2 fuzzy modelling framework. FUZZ-IEEE (2012)
Jun Chen, Mahdi Mahfouf, Chris Bingham, Yu Zhang, Zhijing Yang, Michael Gallimore
An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems. IDA (2012)
Yong Yao Yang, Mahdi Mahfouf, George Panoutsos
Development of a parsimonious GA-NN ensemble model with a case study for Charpy impact energy prediction. Adv. Eng. Softw. 42 (7) (2011)
Yong Yao Yang, Mahdi Mahfouf, Qian Zhang
Optimal input selection for neural fuzzy modelling with application to Charpy energy prediction. FUZZ-IEEE (2011)
Qian Zhang, Mahdi Mahfouf, George Panoutsos, Kathryn Beamish, Ian Norris
Multiple characterisation modelling of friction stir welding using a genetic multi-objective data-driven fuzzy modelling approach. FUZZ-IEEE (2011)
Qian Zhang, Mahdi Mahfouf
A hierarchical Mamdani-type fuzzy modelling approach with new training data selection and multi-objective optimisation mechanisms: A special application for the prediction of mechanical properties of alloy steels. Appl. Soft Comput. 11 (2) (2011)
Suzani Mohamad-Samuri, George Panoutsos, Mahdi Mahfouf, Gary H. Mills, Mouloud Azzedine Denaï, Brian H. Brown
Neural-fuzzy Modelling of Lung Volume using Absolute Electrical Impedance Tomography. BIOSIGNALS (2011)
Qian Zhang, Mahdi Mahfouf
Fuzzy modelling using a new compact fuzzy system: A special application to the prediction of the mechanical properties of alloy steels. FUZZ-IEEE (2011)
Suzani Mohamad-Samuri, George Panoutsos, Mahdi Mahfouf, Gary H. Mills, M. Denaï, Brian H. Brown
Towards a Patient-Specific Model of Lung Volume Using Absolute Electrical Impedance Tomography (aEIT). BIOSTEC (Selected Papers) (2011)
Yong Yao Yang, Mahdi Mahfouf, George Panoutsos, Qian Zhang, Steve Thornton
Adaptive neural-fuzzy inference system for classification of rail quality data with bootstrapping-based over-sampling. FUZZ-IEEE (2011)
Xu Xu, Stephen P. Banks, Mahdi Mahfouf
On the Structure of Real-Valued One-Dimensional Cellular Automata. Int. J. Bifurc. Chaos 21 (5) (2011)
Ching-Hua Ting, Mahdi Mahfouf, Ashraf Nassef, Derek A. Linkens, George Panoutsos, Peter Nickel, Adam C. Roberts, G. Robert J. Hockey
Real-Time Adaptive Automation System Based on Identification of Operator Functional State in Simulated Process Control Operations. IEEE Trans. Syst. Man Cybern. Part A 40 (2) (2010)
Jun Chen, Mahdi Mahfouf
Interpretable fuzzy modeling using multi-objective immune-inspired optimization algorithms. FUZZ-IEEE (2010)
Mouloud Azzedine Denaï, Mahdi Mahfouf, Suzani Mohamad-Samuri, George Panoutsos, Brian H. Brown, Gary H. Mills
Absolute electrical impedance tomography (aEIT) guided ventilation therapy in critical care patients: simulations and future trends. IEEE Trans. Inf. Technol. Biomed. 14 (3) (2010)
Ang Wang, Mahdi Mahfouf, Gary H. Mills, George Panoutsos, Derek A. Linkens, Kevin M. Goode, Hoi-Fei Kwok, Mouloud Azzedine Denaï
Intelligent model-based advisory system for the management of ventilated intensive care patients: Hybrid blood gas patient model. Comput. Methods Programs Biomed. 99 (2) (2010)
Ang Wang, Mahdi Mahfouf, Gary H. Mills, George Panoutsos, Derek A. Linkens, Kevin M. Goode, Hoi-Fei Kwok, Mouloud Azzedine Denaï
Intelligent model-based advisory system for the management of ventilated intensive care patients. Part II: Advisory system design and evaluation. Comput. Methods Programs Biomed. 99 (2) (2010)
George Panoutsos, Mahdi Mahfouf
Modelling steel heat treatment data using granular data compression and multiple granularity modelling. Int. J. Granul. Comput. Rough Sets Intell. Syst. 1 (4) (2010)
Sidahmed Gaffour, Mahdi Mahfouf, Yong Yao Yang
'Symbiotic' data-driven modelling for the accurate prediction of mechanical properties of alloy steels. IEEE Conf. of Intelligent Systems (2010)
Qian Zhang, Mahdi Mahfouf
A nature-inspired multi-objective optimisation strategy based on a new reduced space searching algorithm for the design of alloy steels. Eng. Appl. Artif. Intell. 23 (5) (2010)
Mouloud Azzedine Denaï, Mahdi Mahfouf, Ang Wang, Derek A. Linkens, Gary H. Mills
An Integrated Physiological Model of the Lung Mechanics and Gas Exchange using Electrical Impedance Tomography in the Analysis of Ventilation Strategies in ARDS Patients. BIOSIGNALS (2010)
Ashraf Nassef, Mahdi Mahfouf, Ching-Hua Ting, Emad El-Samahy, Derek A. Linkens, Mouloud Azzedine Denaï
Hybrid Physiological Modeling of Subjects Undergoing Cyclic Physical Loading. BIOSIGNALS (2010)
George Panoutsos, Mahdi Mahfouf
A neural-fuzzy modelling framework based on granular computing: Concepts and applications. Fuzzy Sets Syst. 161 (21) (2010)
George Panoutsos, Mahdi Mahfouf, Gary H. Mills, Brian H. Brown
A generic framework for enhancing the interpretability Of granular computing-based information. IEEE Conf. of Intelligent Systems (2010)
Shen Wang, Mahdi Mahfouf
Efficient multi-objective optimization with fitness landscape - A special application to the optimal design of alloy-steels. IEEE Congress on Evolutionary Computation (2010)
Mouloud Azzedine Denaï, Mahdi Mahfouf, Jonathan J. Ross
A hybrid hierarchical decision support system for cardiac surgical intensive care patients. Part I: Physiological modelling and decision support system design. Artif. Intell. Medicine 45 (1) (2009)
Qian Zhang, Mahdi Mahfouf
A modified PSO with a dynamically varying population and its application to the multi-objective optimal design of alloy steels. IEEE Congress on Evolutionary Computation (2009)
Jonathan J. Ross, Mouloud Azzedine Denaï, Mahdi Mahfouf
A hybrid hierarchical decision support system for cardiac surgical intensive care patients. Part II. Clinical implementation and evaluation. Artif. Intell. Medicine 45 (1) (2009)
Jun Chen, Mahdi Mahfouf
An Artificial Immune Systems based Predictive Modelling Approach for the Multi-Objective Elicitation of Mamdani Fuzzy Rules A Special Application to Modelling Alloys. SMC (2009)
Mouloud Azzedine Denaï, Mahdi Mahfouf, Gary H. Mills
Modeling and simulation of Electrical Impedance Tomography (EIT) on ventilated patients with ARDS lungs. BIBE (2008)
A. M. A. Nassef, Ching-Hua Ting, Mahdi Mahfouf, Derek A. Linkens, Peter Nickel, G. Robert J. Hockey, Adam C. Roberts
A New Framework for Real-Time Adaptive Fuzzy Monitoring and Control for Humans Under Psychophysiological Stress. BIOSIGNALS (2) (2008)
Jun Chen, Mahdi Mahfouf
An Immune Algorithm based Fuzzy Predictive Modeling Mechanism using Variable Length Coding and Multi-objective Optimization allied to Engineering Materials Processing. GrC (2008)
Jianhua Zhang, Xing-Yu Wang, Mahdi Mahfouf, Derek A. Linkens
Fuzzy Logic based Identification of Operator Functional States Using Multiple Physiological and Performance Measures. BMEI (1) (2008)
George Panoutsos, Mahdi Mahfouf
Modelling Imprecise and Scattered Multidimensional Data using Granular Data Compression and Multiple Granularity Modelling. GrC (2008)
Jianhua Zhang, Xing-Yu Wang, Mahdi Mahfouf, Derek A. Linkens
Use of Heart Rate Variability Analysis for Quantitatively Assessing Operator's Mental Workload. BMEI (1) (2008)
Olufemi King, Mahdi Mahfouf, Jonathan J. Ross, Mouloud Azzedine Denaï
Physiological Modelling and Multivariable SOFLC of Drug Administration for Critically III Patients. FUZZ-IEEE (2007)
Mahdi Mahfouf, Jianhua Zhang, Derek A. Linkens, A. M. A. Nassef, Peter Nickel, G. Robert J. Hockey, Andrew C. Roberts
Adaptive Fuzzy Approaches to Modelling Operator Functional States in a Human-Machine Process Control System. FUZZ-IEEE (2007)
Mouloud Azzedine Denaï, Mahdi Mahfouf, Jonathan J. Ross
A Fuzzy Decision Support System for Therapy Administration in Cardiovascular Intensive Care Patients. FUZZ-IEEE (2007)
Qian Zhang, Mahdi Mahfouf
A new Reduced Space Searching Algorithm (RSSA) and its application in optimal design of alloy steels. IEEE Congress on Evolutionary Computation (2007)
Maysam F. Abbod, I. C. Howard, Derek A. Linkens, Mahdi Mahfouf
Multi-scale CAFE Modelling for Hot Deformation of Aluminium Alloys. International Conference on Computational Science (1) (2006)
Emad El-Samahy, Mahdi Mahfouf, Derek A. Linkens
A closed-loop hybrid physiological model relating to subjects under physical stress. Artif. Intell. Medicine 38 (3) (2006)
Jun Chen, Mahdi Mahfouf
A Population Adaptive Based Immune Algorithm for Solving Multi-objective Optimization Problems. ICARIS (2006)
Catarina S. Nunes, Mahdi Mahfouf, Derek A. Linkens, John E. Peacock
Modelling and multivariable control in anaesthesia using neural-fuzzy paradigms: Part I. Classification of depth of anaesthesia and development of a patient model. Artif. Intell. Medicine 35 (3) (2005)
Mahdi Mahfouf, Catarina S. Nunes, Derek A. Linkens, John E. Peacock
Modelling and multivariable control in anaesthesia using neural-fuzzy paradigms: Part II. Closed-loop control of simultaneous administration of propofol and remifentanil. Artif. Intell. Medicine 35 (3) (2005)
Masoud Jamei, Mahdi Mahfouf, Derek A. Linkens
Elicitation and fine-tuning of fuzzy control rules using symbiotic evolution. Fuzzy Sets Syst. 147 (1) (2004)
Mahdi Mahfouf, Min-You Chen, Derek A. Linkens
Adaptive Weighted Particle Swarm Optimisation for Multi-objective Optimal Design of Alloy Steels. PPSN (2004)
Hoi-Fei Kwok, Derek A. Linkens, Mahdi Mahfouf, Gary H. Mills
SIVA: A Hybrid Knowledge-and-Model-Based Advisory System for Intensive Care Ventilators. IEEE Trans. Inf. Technol. Biomed. 8 (2) (2004)
John D. Holliday, Sarah L. Rodgers, Peter Willett, Min-You Chen, Mahdi Mahfouf, Kevin Lawson, Graham Mullier
-Means Clustering Method. J. Chem. Inf. Model. 44 (3) (2004)
H.-F. Kwok, Derek A. Linkens, Mahdi Mahfouf, Gary H. Mills
Adaptive ventilator FiO2 advisor: use of non-invasive estimations of shunt. Artif. Intell. Medicine 32 (3) (2004)
Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
Online elicitation of Mamdani-type fuzzy rules via TSK-based generalized predictive control. IEEE Trans. Syst. Man Cybern. Part B 33 (3) (2003)
Catarina S. Nunes, Mahdi Mahfouf, Derek A. Linkens, John E. Peacock
Multivariable fuzzy control for the simultaneous administration of the anaesthetic and the analgesic drugs. ECC (2003)
H.-F. Kwok, Derek A. Linkens, Mahdi Mahfouf, Gary H. Mills
Rule-base derivation for intensive care ventilator control using ANFIS. Artif. Intell. Medicine 29 (3) (2003)
Maysam F. Abbod, Derek A. Linkens, Mahdi Mahfouf, Georgios Dounias
Survey on the use of smart and adaptive engineering systems in medicine. Artif. Intell. Medicine 26 (3) (2002)
Maysam F. Abbod, Mahdi Mahfouf, Derek A. Linkens
Intelligent Systems in Biomedicine. Advances in Computational Intelligence and Learning (2002)
Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
The design of supervisory rule-based control in the operating theatre via an anaesthesia simulator. Expert Syst. J. Knowl. Eng. 19 (1) (2002)
Mahdi Mahfouf, S. Kandiah, Derek A. Linkens
Fuzzy model-based predictive control using an ARX structure with feedforward. Fuzzy Sets Syst. 125 (1) (2002)
Mahdi Mahfouf
Optimal Design of Alloy Steels Using Genetic Algorithms. Advances in Computational Intelligence and Learning (2002)
Derek A. Linkens, Mahdi Mahfouf
The Intelligent Systems in Biomedicine laboratory in the Department of Automatic Control and Systems Engineering at the University of Sheffield, UK. Artif. Intell. Medicine 21 (1-3) (2001)
Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
A survey of fuzzy logic monitoring and control utilisation in medicine. Artif. Intell. Medicine 21 (1-3) (2001)
Maysam F. Abbod, Diedrich Graf v. Keyserlingk, Derek A. Linkens, Mahdi Mahfouf
Survey of utilisation of fuzzy technology in Medicine and Healthcare. Fuzzy Sets Syst. 120 (2) (2001)
Mahdi Mahfouf, Masoud Jamei, Derek A. Linkens
Rule-base Generation via Symbiotic Evolution for a Mamdani-type Fuzzy Control System. FUZZ-IEEE (2001)
Mahdi Mahfouf, Maysam F. Abbod, Derek A. Linkens
Multivariable adaptive fuzzy TSK model-based predictive control with feedforward. ECC (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mahdi Mahfouf