# Mahdi Mahfouf

According to our database

Collaborative distances:

^{1}, Mahdi Mahfouf authored at least 87 papers between 2000 and 2019.Collaborative distances:

## Timeline

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## Bibliography

2019

A Dirichlet Process Based Type-1 and Type-2 Fuzzy Modeling for Systematic Confidence Bands Prediction.

IEEE Trans. Fuzzy Syst., 2019

A Bayesian framework to estimate part quality and associated uncertainties in multistage manufacturing.

Comput. Ind., 2019

2018

A New Fuzzy Modeling Framework for Integrated Risk Prognosis and Therapy of Bladder Cancer Patients.

IEEE Trans. Fuzzy Syst., 2018

Thermal Imaging for Psychophysiological State Detection in the Human-Machine Interface (HMI) Control System.

Proceedings of the Informatics in Control, Automation and Robotics, 2018

Facial Temperature Markers for Mental Stress Assessment in Human-Machine Interface (HMI) Control System.

Proceedings of the 15th International Conference on Informatics in Control, 2018

2017

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., 2017

Multi-objective fuzzy rule-based prediction and uncertainty quantification of aircraft taxi time.

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Blood Gas Predictions for Patients Under Artificial Ventilation Using Fuzzy Logic Models.

Proceedings of the Informatics in Control, Automation and Robotics, 2017

Evolutionary Type-2 Fuzzy Blood Gas Models for Artificially Ventilated Patients in ICU.

Proceedings of the 14th International Conference on Informatics in Control, 2017

2016

Hybrid-modelling of compact tension energy in high strength pipeline steel using a Gaussian Mixture Model based error compensation.

Appl. Soft Comput., 2016

2015

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., 2015

Proceedings of the 17th International Conference on E-health Networking, 2015

Performance evaluation of SVM and iterative FSVM classifiers with bootstrapping-based over-sampling and under-sampling.

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Interval type-2 fuzzy sets for Self-Organising Fuzzy Logic based control with on-line PSO Optimisation.

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

2014

A Novelty Detection Framework Based on Fuzzy Entropy for a Complex Manufacturing Process.

Proceedings of the Intelligent Systems'2014, 2014

Self-Organising Fuzzy Logic Control with a New On-Line Particle Swarm Optimisation-based Supervisory Layer.

Proceedings of the FCTA 2014 - Proceedings of the International Conference on Fuzzy Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

A Shannon entropy-based conflict measure for enhancing granular computing-based information processing.

Proceedings of the 2014 IEEE International Conference on Granular Computing, 2014

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Radial Basis Function Neural-fuzzy Model for Microarray Signature Identification.

Proceedings of the BIOINFORMATICS 2013 - Proceedings of the International Conference on Bioinformatics Models, Methods and Algorithms, Barcelona, Spain, 11, 2013

2012

Improving Transparency in Approximate Fuzzy Modeling Using Multi-objective Immune-Inspired Optimisation.

Int. J. Comput. Intell. Syst., 2012

Multivariable self-organizing fuzzy logic control using dynamic performance index and linguistic compensators.

Eng. Appl. Artif. Intell., 2012

Appl. Soft Comput., 2012

An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems.

Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012

A new computationally efficient mamdani interval type-2 fuzzy modelling framework.

Proceedings of the FUZZ-IEEE 2012, 2012

Multi-objective optimisation for fuzzy modelling using interval type-2 fuzzy sets.

Proceedings of the FUZZ-IEEE 2012, 2012

A multi-objective particle swarm optimization algorithm with a dynamic hypercube archive, mutation and population competition.

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Int. J. Bifurc. Chaos, 2011

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., 2011

Development of a parsimonious GA-NN ensemble model with a case study for Charpy impact energy prediction.

Adv. Eng. Softw., 2011

Multiple characterisation modelling of friction stir welding using a genetic multi-objective data-driven fuzzy modelling approach.

Proceedings of the FUZZ-IEEE 2011, 2011

Fuzzy modelling using a new compact fuzzy system: A special application to the prediction of the mechanical properties of alloy steels.

Proceedings of the FUZZ-IEEE 2011, 2011

Optimal input selection for neural fuzzy modelling with application to Charpy energy prediction.

Proceedings of the FUZZ-IEEE 2011, 2011

Adaptive neural-fuzzy inference system for classification of rail quality data with bootstrapping-based over-sampling.

Proceedings of the FUZZ-IEEE 2011, 2011

Neural-fuzzy Modelling of Lung Volume using Absolute Electrical Impedance Tomography.

Proceedings of the BIOSIGNALS 2011, 2011

Towards a Patient-Specific Model of Lung Volume Using Absolute Electrical Impedance Tomography (aEIT).

Proceedings of the Biomedical Engineering Systems and Technologies, 2011

2010

Real-Time Adaptive Automation System Based on Identification of Operator Functional State in Simulated Process Control Operations.

IEEE Trans. Syst. Man Cybern. Part A, 2010

Absolute electrical impedance tomography (aEIT) guided ventilation therapy in critical care patients: simulations and future trends.

IEEE Trans. Inf. Technol. Biomed., 2010

Modelling steel heat treatment data using granular data compression and multiple granularity modelling.

IJGCRSIS, 2010

A neural-fuzzy modelling framework based on granular computing: Concepts and applications.

Fuzzy Sets Syst., 2010

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., 2010

Intelligent model-based advisory system for the management of ventilated intensive care patients. Part II: Advisory system design and evaluation.

Comput. Methods Programs Biomed., 2010

Intelligent model-based advisory system for the management of ventilated intensive care patients: Hybrid blood gas patient model.

Comput. Methods Programs Biomed., 2010

A generic framework for enhancing the interpretability Of granular computing-based information.

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

'Symbiotic' data-driven modelling for the accurate prediction of mechanical properties of alloy steels.

Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

Interpretable fuzzy modeling using multi-objective immune-inspired optimization algorithms.

Proceedings of the FUZZ-IEEE 2010, 2010

Efficient multi-objective optimization with fitness landscape - A special application to the optimal design of alloy-steels.

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Hybrid Physiological Modeling of Subjects Undergoing Cyclic Physical Loading.

Proceedings of the BIOSIGNALS 2010, 2010

An Integrated Physiological Model of the Lung Mechanics and Gas Exchange using Electrical Impedance Tomography in the Analysis of Ventilation Strategies in ARDS Patients.

Proceedings of the BIOSIGNALS 2010, 2010

2009

A hybrid hierarchical decision support system for cardiac surgical intensive care patients. Part II. Clinical implementation and evaluation.

Artif. Intell. Medicine, 2009

A hybrid hierarchical decision support system for cardiac surgical intensive care patients. Part I: Physiological modelling and decision support system design.

Artif. Intell. Medicine, 2009

An Artificial Immune Systems based Predictive Modelling Approach for the Multi-Objective Elicitation of Mamdani Fuzzy Rules A Special Application to Modelling Alloys.

Proceedings of the IEEE International Conference on Systems, 2009

A modified PSO with a dynamically varying population and its application to the multi-objective optimal design of alloy steels.

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

An Incremental Learning Structure Using Granular Computing and Model Fusion with Application to Materials Processing.

Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Modelling Imprecise and Scattered Multidimensional Data using Granular Data Compression and Multiple Granularity Modelling.

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

An Immune Algorithm based Fuzzy Predictive Modeling Mechanism using Variable Length Coding and Multi-objective Optimization allied to Engineering Materials Processing.

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Use of Heart Rate Variability Analysis for Quantitatively Assessing Operator's Mental Workload.

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

Fuzzy Logic based Identification of Operator Functional States Using Multiple Physiological and Performance Measures.

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

A New Framework for Real-Time Adaptive Fuzzy Monitoring and Control for Humans Under Psychophysiological Stress.

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

Modeling and simulation of Electrical Impedance Tomography (EIT) on ventilated patients with ARDS lungs.

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

Adaptive Fuzzy Approaches to Modelling Operator Functional States in a Human-Machine Process Control System.

Proceedings of the FUZZ-IEEE 2007, 2007

Physiological Modelling and Multivariable SOFLC of Drug Administration for Critically III Patients.

Proceedings of the FUZZ-IEEE 2007, 2007

A Fuzzy Decision Support System for Therapy Administration in Cardiovascular Intensive Care Patients.

Proceedings of the FUZZ-IEEE 2007, 2007

A new Reduced Space Searching Algorithm (RSSA) and its application in optimal design of alloy steels.

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

A closed-loop hybrid physiological model relating to subjects under physical stress.

Artif. Intell. Medicine, 2006

Proceedings of the Computational Science, 2006

A Population Adaptive Based Immune Algorithm for Solving Multi-objective Optimization Problems.

Proceedings of the Artificial Immune Systems, 5th International Conference, 2006

2005

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, 2005

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, 2005

2004

SIVA: A Hybrid Knowledge-and-Model-Based Advisory System for Intensive Care Ventilators.

IEEE Trans. Inf. Technol. Biomed., 2004

Clustering Files of Chemical Structures Using the Fuzzy <i>k</i>-Means Clustering Method.

J. Chem. Inf. Model., 2004

Fuzzy Sets Syst., 2004

Artif. Intell. Medicine, 2004

Adaptive Weighted Particle Swarm Optimisation for Multi-objective Optimal Design of Alloy Steels.

Proceedings of the Parallel Problem Solving from Nature, 2004

2003

Online elicitation of Mamdani-type fuzzy rules via TSK-based generalized predictive control.

IEEE Trans. Syst. Man Cybern. Part B, 2003

Artif. Intell. Medicine, 2003

2002

Fuzzy Sets Syst., 2002

The design of supervisory rule-based control in the operating theatre via an anaesthesia simulator.

Expert Syst. J. Knowl. Eng., 2002

Artif. Intell. Medicine, 2002

Optimal Design of Alloy Steels Using Genetic Algorithms.

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

Intelligent Systems in Biomedicine.

Proceedings of the Advances in Computational Intelligence and Learning: Methods and Applications, 2002

2001

Fuzzy Sets Syst., 2001

Artif. Intell. Medicine, 2001

The Intelligent Systems in Biomedicine laboratory in the Department of Automatic Control and Systems Engineering at the University of Sheffield, UK.

Artif. Intell. Medicine, 2001

Rule-base Generation via Symbiotic Evolution for a Mamdani-type Fuzzy Control System.

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Neural Computing and Applications, 2000

Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000