Dr Maysam Abbod

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Senior Lecturer in Intelligent Systems/ Course Director for EEE programmes

Room: H224
Brunel University
Uxbridge
UB8 3PH
United Kingdom
Tel: +44 (0)1895 267061
Email: Maysam.Abbod@brunel.ac.uk

Summary

Education

Dr Maysam F. Abbod (MIEE, CEng) He received BSc degree in Electrical Engineering fromUniversity ofTechnology in 1987. PhD in Control Engineering fromUniversity ofSheffield in 1992. From 1993 to 2006 he was with the Department of Automatic Control and Systems Engineering at theUniversity ofSheffield as a research associate and senior research fellow

Research and Teaching

Research Interests

His main research interests are in intelligent systems for modelling, control and optimisation. Developed systems were applied to industrials and biomedical modelling, and digital control of manufacturing systems. The main research areas are: 

  • Intelligent systems for cancer prognosis and progression prediction.
  • Hybrid modelling of hot deformation of materials properties
  • Finite elements modelling of materials deformation.
  • Intelligent hybrid modelling and control of industrial manufacturing systems.
  • Intelligent techniques for developing physical models of systems.
  • Developments of advanced process modelling, optimisation and control strategies
  • Data mining and data driven modelling techniques. 

Intelligent systems techniques includes fuzzy logic (FL), neural networks (NN), neuro-fuzzy systems (NFS), hybrid systems, genetic algorithms (GAs), genetic programming (GP), particle swarm optimisation (PSO), cellular automata (CA), data sampling methods, non-linear PCA, SVM.

Activities

Consultency Work

  • November 2001
    Modelling of DNA mismatch repair expression and microsatellite instability in transitional cell carcinoma of the bladder, Department of Urology, Faculty of Medicine, University of Sheffield.
  • August 2000
    Model-based data-mining from chromium process production information for London and Scandinavian Metallurgical Co Ltd.
  • July 1999
    Developments of a neuro-fuzzy tool for hardness estimation of quenched steel rolls, Forgemasters Rolls, Sheffield.
  • March - April 1996
    Development of a fuzzy logic tool for estimation of electric load on national grid. EA Technology, Chester.

Publications

Publications

Journal Papers

(2013) Alazawi, E., Aggoun, A., Abbod, M., Fatah, OA. and Swash, MR., Adaptive depth map estimation from 3D integral image, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, BMSB

(2013) Tseng, L., Tang, SC., Chang, CY., Lin, YC., Abbod, MF. and Shieh, JS., Nonlinear and conventional biosignal analyses applied to tilt table test for evaluating autonomic nervous system and autoregulation, The Open Biomedical Engineering Journal 7 93- 99 Download publication

(2013) Wei, Q., Liu, Q., Fan, S-Z., Lu, C-W., Lin, T-Y., Abbod, MF. and Shieh, J-S., Analysis of EEG via multivariate empirical mode decomposition for depth of anesthesia based on sample entropy, Entropy 15 (9) : 3458- 3470

(2013) Huang, J-R., Shieh, J-S., Fan, S-Z., Abbod, MF., Jen, K-K. and Wu, J-F., Application of multivariate empirical mode decomposition and sample entropy in EEG signals via artificial neural networks for interpreting depth of anesthesia, Entropy 15 (9) : 3325- 3339

(2013) Huang, CW., Sue, PD., Abbod, MF., Jiang, BC. and Shieh, JS., Measuring center of pressure signals to quantify human balance using multivariate multiscale entropy by designing a force platform, Sensors 13 (8) : 10151- 10166 Download publication

(2013) Tseng, W-J., Hung, L-W., Shieh, J-S., Abbod, MF. and Lin, J., Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study, BMC Musculoskeletal Disorders 14 - Download publication

(2013) Di Natale, F., Carotenuto, C., D'Addio, L., Lancia, A., Antes, T., Szudyga, M., Jaworek, A., Gregory, D., Jackson, M., Volpe, P., Beleca, R., Manivannan, N., Abbod, M. and Balachandran, W., New technologies for marine diesel engine emission control, Chemical Engineering Transactions 32 361- 366

(2013) Linton, KD., Rosario, DJ., Thomas, F., Rubin, N., Catto, JWF., Abbod, MF. and Goepel, JR., Disease specific mortality in patients with low risk bladder cancer and the impact of cystoscopic surveillance, Journal of Urology 189 (3) : 828- 833

(2013) Linton, KD., Rosario, DJ., Thomas, F., Rubin, N., Goepel, JR., Abbod, MF. and Catto, JW., Disease specific mortality in patients with low risk bladder cancer and the impact of cystoscopic surveillance, The Journal of Urology 189 (3) : 828- 833

(2012) Lan, J-Y., Abbod, MF., Yeh, R-G., Fan, S-Z. and Shieh, J-S., Review: Intelligent Modeling and Control in Anesthesia, JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING 32 (5) : 293- 307

(2013) Al-Araji, AS., Abbod, MF. and Al-Raweshidy, HS., Applying posture identifier in designing an adaptive nonlinear predictive controller for nonholonomic mobile robot, Neurocomputing 99 543- 554

(2012) Yeh, JR., Lin, TY., Chen, Y., Sun, WZ., Abbod, MF. and Shieh, JS., Investigating properties of the cardiovascular system using innovative analysis algorithms based on ensemble empirical mode decomposition, Computational and Mathematical Methods in Medicine 2012 943431- Download publication

(2012) Liu, Q., Wei, Q., Fan, SZ., Lu, CW., Lin, TY., Abbod, MF. and Shieh, JS., Adaptive computation of multiscale entropy and its application in EEG signals for monitoring depth of anesthesia during surgery, Entropy An International and Interdisciplinary Journal of Entropy and Information Studies 14 (6) : 978- 992

(2012) Thomas, F., Rosario, DJ., Rubin, N., Goepel, JR., Abbod, MF. and Catto, JWF., The long-term outcome of treated high-risk nonmuscle-invasive bladder cancer: Time to change treatment paradigm?, Cancer

(2012) Das, S., Zhu, Q., Howard, IC., Abbod, MF., Linkens, DA., Palmiere, EJ. and Sellars, CM., A hybrid modelling approach applied to the evolution of microstructure during plane strain deformation, Materials Science Forum 715-716 416- 426

(2012) Wang, C-H., Lu, C-W., Lin, T-Y., Abbod, MF. and Shieh, J-S., An assessment of pulse transit time for detecting heavy blood loss during surgical operation, Open Biomedical Engineering Journal 6 (1) : 104- 111 Download publication

(2012) Sharif, MS., Abbod, M., Amira, A. and Zaidi, H., Artificial neural network-statistical approach for PET volume analysis and classification, Advances in Fuzzy Systems 2012 -

(2012) Cui, X., Liu, Q., Lin, C-W., Abbod, MF. and Shieh, J-S., Diffuse large B-cell lymphoma classification using linguistic analysis and ensembled artificial neural networks, Journal of the Taiwan Institute of Chemical Engineers 43 (1) : 15- 23

(2012) Jiang, Y-J., Ma, MH-M., Sun, W-Z., Chang, K-W., Abbod, MF. and Shieh, J-S., Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest, Artificial Life and Robotics 1- 4

(2012) Jiang, Y-J., Shieh, J-S., Ma, MH-M., Sun, W-Z., Chang, K-W. and Abbod, MF., Ensembled neural networks applied to modeling survival rate for the patients with out-of-hospital cardiac arrest, Artificial Life and Robotics 17 (2) : 241- 244

(2012) Abbod, M., Shieh, J-S. and Lam, H-K., Hybrid biomedical intelligent systems, Advances in Fuzzy Systems

(2012) Lan, J-Y., Yeh, R-G., Shieh, J-S., Abbod, MF. and Fan, S-Z., Intelligent modeling and control in anesthesia, Journal of Medical and Biological Engineering 32 (5) : 293- 308

(2012) Wei, Q., Liu, D-H., Wang, K-H., Liu, Q., Abbod, MF., Jiang, BC., Chen, K-P., Wu, C. and Shieh, J-S., Multivariate multiscale entropy applied to center of pressure signals analysis: An effect of vibration stimulation of shoes, Entropy 14 (11) : 2157- 2172

(2012) Chang, Y-T., Shieh, J-S., Lin, J. and Abbod, MF., Optimization the initial weights of artificial neural networks via genetic algorithm applied to hip bone fracture prediction, Advances in Fuzzy Systems

(2012) Thomas, F., Rosario, DJ., Rubin, N., Catto, JWF., Goepel, JR. and Abbod, MF., The long-term outcome of treated high-risk nonmuscle-invasive bladder cancer: Time to change treatment paradigm?, Cancer 118 (22) : 5525- 5534

(2012) Yeh, R-G., Lin, C-W., Abbod, MF. and Shieh, J-S., Two-dimensional matrix algorithm using detrended fluctuation analysis to distinguish Burkitt and diffuse large B-cell lymphoma, Computational and Mathematical Methods in Medicine 2012 - Download publication

(2011) Mezher, MA. and Abbod, MF., Genetic folding: A new class of evolutionary algorithms, Res. and Dev. in Intelligent Syst. XXVII: Incorporating Applications and Innovations in Intel. Sys. XVIII - AI 2010, 30th SGAI Int. Conf. on Innovative Techniques and Applications of Artificial Intel. 279- 284

(2011) Catto, JWF., Robinson, MC., Albertsen, PC., Goepel, JR., Abbod, MF., Linkens, DA., Davis, M., Rosario, DJ., Warren, AY., Varma, M., Griffiths, DF., Grigor, KM., Mayer, NJ., Oxley, JD., Deshmukh, NS., Lane, JA., Metcalfe, C., Donovan, JL., Neal, DE. and Hamdy, FC., Suitability of PSA-detected localised prostate cancers for focal therapy: Experience from the ProtecT study, British Journal of Cancer 105 (7) : 931- 937 Download publication

(2011) Alzubi, S., Islam, N. and Abbod, M., Multiresolution analysis using wavelet, ridgelet, and curvelet transforms for medical image segmentation, International Journal of Biomedical Imaging 2011136034 Download publication

(2011) Liu, Q., Cui, X., Abbod, MF., Huang, S-J., Han, Y-Y. and Shieh, J-S., Brain death prediction based on ensembled artificial neural networks in neurosurgical intensive care unit, Journal of the Taiwan Institute of Chemical Engineers 42 (1) : 97- 107

(2011) Al-Araji, AS., Abbod, MF. and Al-Raweshidy, HS., Design of an adaptive neural predictive nonlinear controller for nonholonomic mobile robot system based on posture identifier in the presence of disturbance, International Journal of Simulation: Systems, Science and Technology 12 (3) : 17- 28

(2011) Abbod, M., Chiou, Y-R., Yang, S-H., Fan, S-Z. and Shieh, J-S., Developing a monitoring psychological stress index system via photoplethysmography, Artificial Life and Robotics 16 (3) : 430- 433

(2011) Cui, X., Lin, C-W., Abbod, MF., Liu, Q. and Shieh, J-S., Diffuse large B-cell lymphoma classification using linguistic analysis and ensembled artificial neural networks, Journal of the Taiwan Institute of Chemical Engineers

(2011) Cui, XR., Abbod, MF., Liu, Q., Shieh, JS., Chao, TY., Hsieh, CY. and Yang, YC., Ensembled artificial neural networks to predict the fitness score for body composition analysis., J Nutr Health Aging 15 (5) : 341- 348

(2011) Abbod, MF., Cheng, K-Y., Cui, X-R., Huang, S-J., Han, Y-Y. and Shieh, J-S., Ensembled neural networks for brain death prediction for patients with severe head injury, Biomedical Signal Processing and Control

(2011) Abbod, MF., Cheng, K-Y., Shieh, J-S., Cui, X-R., Huang, S-J. and Han, Y-Y., Ensembled neural networks for brain death prediction for patients with severe head injury, Biomedical Signal Processing and Control 6 (4) : 414- 421

(2011) Mezher, MA. and Abbod, MF., Genetic folding: Analyzing the mercer's kernels effect in support vector machine using genetic folding, World Academy of Science, Engineering and Technology 51 1342- 1347

(2011) Sallama, AF. and Abbod, MF., Neuro-fuzzy system for power generation quality, 2011 IEEE PES Conference on Innovative Smart Grid Technologies - Middle East, ISGT Middle East 2011

(2010) Al-Enezi, JR., Abbod, MF. and Alsharhan, S., Artificial Immune Systems - models, algorithms and applications, International Journal of Research and Reviews in Applied Sciences (IJRRAS) 3 (2) : 118- 131 Download publication

(2010) Beleca, R., Abbod, M., Balachandran, W. and Miller, PR., Investigation of electrostatic properties of pharmaceutical powders using phase doppler anemometry, IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS 46 (3) : 1181- 1187

(2010) Zu'bi, SA., Islam, N. and Abbod, M., 3D Multiresolution analysis for reduced features segmentation of medical volumes using PCA, IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS 604- 607

(2010) Sharif, MS., Abbod, M., Amira, A. and Zaidi, H., Artificial neural network-based system for PET volume segmentation, International Journal of Biomedical Imaging 2010 105610- Download publication

(2010) Liu, Q., Cui, X., Abbod, MF., Huang, S-J., Han, Y-Y. and Shieh, J-S., Brain death prediction based on ensembled artificial neural networks in neurosurgical intensive care unit, Journal of the Taiwan Institute of Chemical Engineers

(2010) Cui, XR., Abbod, MF., Liu, Q., Shieh, J-S., Chao, TY., Hsieh, CY. and Yang, YC., Ensembled artificial neural networks to predict the fitness score for body composition analysis, Journal of Nutrition, Health and Aging 1- 8

(2010) Singhathip, R., Yang, S-H., Yeh, R-G., Shieh, J-S. and Abbod, M., Extracting respiration rate from raw ecg signals, Biomedical Engineering - Applications, Basis and Communications 22 (4) : 307- 314

(2010) Chou, Y-C., Shieh, J-S., Abbod, MF. and Hsu, C-Y., Multivariable fuzzy logic/self-organizing for anesthesia control, Journal of Medical and Biological Engineering 30 (5) : 297- 306

(2010) Sharif, MS., Abbod, M., Amira, A. and Zaidi, H., Novel hybrid approach combining ANN and MRA for PET volume segmentation, IEEE Asia-Pacific Conference on Circuits and Systems, Proceedings, APCCAS 596- 599

(2010) Al-Shareef, AJ. and Abbod, MF., Optimised neural networks for electrical load forecasting, AEJ - Alexandria Engineering Journal 49 (3) : 239- 246

(2010) Catto, JWF., Abbod, MF., Wild, PJ., Linkens, DA., Pilarsky, C., Rehman, I., Rosario, DJ., Denzinger, S., Burger, M., Stoehr, R., Knuechel, R., Hartmann, A. and Hamdy, FC., The application of artificial intelligence to microarray data: Identification of a novel gene signature to identify bladder cancer progression, European Urology 57 (3) : 398- 406 Download publication

(2009) Petrov, P. and Abbod, M., Analysis of rheological behavior of Al-Cu-Mg-Fe-Ni alloy at elevated temperatures using phenomenological flow stress model, International Journal of Material Forming 2 (SUPPL. 1) : 371- 374

(2009) Abbod, MF., Hamdy, FC., Linkens, DA. and Catto, JWF., Editorial: Predictive modeling in cancer: where systems biology meets the stock market, Expert Review of Anticancer Therapy 9 (7) : 867- 870 Download publication

(2009) Talamantes-Silva, J., Abbod, MF., Puchi Cabrera, ES., Howard, IC., Beynon, JH., Sellars, CM. and Linkens, DA., Microstructure modelling of hot deformation of Al-1%Mg alloy, Materials Science and Engineering: A 525 (1-2) : 147- 158 Download publication

(2009) Mahfouf, M., Backory, J., Abbod, MF., Nunes, CS. and Linkens, DA., Monitoring and control of unconsciousness during clinical surgery: auditory evoked potentials (AEP) versus the clinical gold standard (CGS), International Journal on Adaptive Control and Signal Processing 23 (5) : 522- 540

(2009) Catto, JW., Abbod, MF., Linkens, DA., Larré, S., Rosario, DJ. and Hamdy, FC., Neurofuzzy modeling to determine recurrence risk following radical cystectomy for nonmetastatic urothelial carcinoma of the bladder, Clinical Cancer Research 15 (9) : 3150- 3155 Download publication

(2008) Abbod, MF., Sellars, CM., Tanaka, A., Linkens, DA. and Mahfouf, M., Effect of changing strain rate on flow stress during hot deformation of Type 316L stainless steel, Materials Science and Engineering: A 491 (1-2) : 290- 296 Download publication

(2007) Das, S., Abbod, MF., Zhu, Q., Palmiere, EJ., Howard, IC. and Linkens, DA., A combined neuro fuzzy-cellular automata based material model for finite element simulation of plane strain compression, Computational Materials Science 40 (3) : 366- 375 Download publication

(2007) Abbod, MF., Catto, JW., Linkens, DA. and Hamdy, FC., Application of artificial intelligence to the management of urological cancer, The Journal of Urology 178 (4 Pt 1) : 1150- 1156

(2007) Wild, PJ., Catto, JW., Abbod, MF., Linkens, DA., Herr, A., Pilarsky, C., Wissmann, C., Stoehr, R., Denzinger, S., Knuechel, R., Hamdy, FC. and Hartmann, A., Artificial intelligence and bladder cancer arrays, Verhandlungen der Deutschen Gesellschaft für Pathologie 91 308- 319

(2007) Catto, JW., Yates, D., Rehman, I., Meuth, M., Abbod, MF., Linkens, D. and Hamdy, FC., Development of a prognostic marker panel in bladder cancer using aberrant promoter methylation, JOURNAL OF UROLOGY 177 (4) : 295- 296

(2007) Wild, PJ., Catto, JWF., Abbod, MF., Linkens, DA., Herr, A., Pilarsky, C., Wissmann, C., Stoehr, R., Denzinger, S., Knuechel, R., Hamdy, FC. and Hartmann, A., Improving gene array analysis: the application of artificial intelligence identifies novel biomarkers of non invasive papillary bladder cancer progression, Pathology - Research and Practice 203 (5) : 278- 279

(2007) Catto, J., Abbod, M., Linkens, D., Wild, P., Herr, A., Wissman, CS., Pilarsky, C., Hartmann, A. and Hamdy, F., Improving gene array analysis: The application of artificial intelligence identifies novel biomarkers of superficial bladder cancer progression, European Urology Supplements 6 (2) : 118-

(2007) Abbod, MF., Sellars, CM., Cizek, P., Linkens, DA. and Mahfouf, M., Modelling the flow behaviour, recrystallisation and crystallographic texture in hot deformed Fe-30 wt pct Ni austenite, Metallurgical and Materials Transactions A 38 (10) : 2400- 2409 Download publication

(2007) Yates, DR., Rehman, I., Abbod, MF., Meuth, M., Cross, SS., Linkens, DA., Hamdy, FC. and Catto, JW., Promoter hypermethylation identifies progression risk in bladder cancer, Clinical Cancer Research 13 (7) : 2046- 2053

(2006) Abbod, MF., Linkens, DA., Catto, JWF., Hamdy, FC., Wild, PJ., Hartmann, A., Herr, A., Wissmann, C. and Pilarsky, C., Artificial intelligence technique for gene expression profiling of urinary bladder cancer, IEEE Intelligent Systems 646- 651

(2006) Abbod, MF., Linkens, DA., Catto, JW. and Hamdy, FC., Comparative study of intelligent models for the prediction of bladder cancer progression, Oncology Reports 15 1019- 1022

(2006) Abbod, MF., Zhu, Q., Linkens, DA., Sellars, CM. and Mahfouf, M., Hybrid models for aluminium alloy properties prediction, Control Engineering Practice 14 (5) : 537- 546

(2006) Catto, JWF., Abbod, MF., Linkens, DA. and Hamdy, FC., Neuro-fuzzy modeling: an accurate and interpretable method for predicting bladder cancer progression, The Journal of Urology 175 (2) : 474- 479

(2005) Abbod, MF., Sellars, CM., Linkens, DA., Zhu, Q. and Mahfouf, M., Validation and generalisation of hybrid models for flow stress and recrystallisation behaviour of aluminium–magnesium alloys, Materials Science and Engineering A 395 (1-2) : 35- 46

(2004) Abbod, MF., Catto, JWF., Chen, M., Linkens, DA. and Hamdy, FC., Artificial intelligence for the prediction of bladder cancer, Journal of Biomedical Engineering, Applications, Basis and Communication 16 (2) : 49- 58

(2004) Abbod, MF., Talamantes-Silva, J., Linkens, DA. and Howard, I., Modelling of plane strain compression (PSC) test for aluminium alloys using finite elements and fuzzy logic, Engineering Applications of Artificial Intelligence 17 (5) : 447- 456

(2003) Catto, JW., Linkens, DA., Abbod, MF., Chen, M., Burton, JL., Feeley, KM. and Hamdy, FC., Artificial intelligence in predicting bladder cancer outcome: a comparison of neuro-fuzzy modeling and artificial neural networks, Clinical Cancer Research 9 (11) : 4172- 4177

(2003) Zhu, Q., Abbod, MF., Talamantes-Silva, J., Sellars, CM., Linkens, DA. and Beynon, JH., Hybrid modelling of aluminium-magnesium alloys during thermomechanical processing in terms of physically-based, neuro-fuzzy and finite elements models, Acta Materialia 51 (17) : 5051- 5062

(2003) Mahfouf, M., Abbod, MF. and Linkens, DA., Online elicitation of Mamdani-type fuzzy rules via TSK-based generalized predictive control, IEEE Transactions on System, Man, and Cybernetics, Part B: Cybernetics 33 (3) : 465- 475

(2003) Catto, JWF., Linkens, DA., Abbod, MF., hen, MF., Meuth, M. and Hamdy, FC., The application of artificial intelligence in predicting the outcome of bladder cancer: a comparison of neuro-fuzzy modelling and artifical neural networks, European Urology Supplements 2 (1) : 66-

(2002) Abbod, MF., Linkens, DA., Zhu, Q. and Mahfouf, M., Physically based and neuro-fuzzy hybrid modelling of thermomechanical processing of aluminium alloys, Materials Science and Engineering - Part A: Structured Materials: Properties, Microstructure and Processing 333 (1-2) : 397- 408

(2002) Abbod, MF., Linkens, DA., Mahfouf, M. and Dounias, G., Survey on the use of smart and adaptive engineering systems in medicine, Artificial Intelligence in Medicine 26 (3) : 179- 209

(2002) Mahfouf, M., Abbod, MF. and Linkens, DA., The design of supervisory rule-based control in the operating theatre via an anaesthesia simulator, Expert Systems 19 (1) : 11- 20

(2001) Mahfouf, M., Abbod, MF. and Linkens, DA., A survey of fuzzy logic monitoring and control utilisation in medicine, Artificial Intelligence in Medicine 21 (1-3) : 27- 42

(2001) Linkens, DA., Abbod, MF., Metcalfe, J. and Nichols, B., Modelling and fabrication of optical interference rugate filters, ISA Transactions 40 (1) : 3- 16

(2001) Abbod, MF., von Keyserlingk, DG., Linkens, DA. and Mahfouf, M., Survey of utilisation of fuzzy technology in medicine and healthcare, Fuzzy Sets and Systems 120 (2) : 331- 349

(2000) Abbod, MF., Linkens, DA., Browne, A. and Cade, N., A blackboard software architecture for integrated intelligent control systems, Kybernetes 29 (7/8) : 999- 1015

(2000) Mahfouf, M., Linkens, DA. and Abbod, MF., Adaptive fuzzy TSK model-based predictive control using a CARIMA model structure, Chemical Engineering Research and Design 78 (4) : 590- 596

(2000) Linkens, DA., Abbod, MF. and Peacock, JE., Clinical implementation of advanced control in anaesthesia, Transactions of the Institute of Measurement and Control 22 (4) : 303- 330

(2000) Mahfouf, M., Kee, CH., Abbod, MF. and Linkens, DA., Fuzzy logic-based anti-sway control design for overhead cranes, Neural Computing and Applications 9 (1) : 38- 43

(2000) Linkens, DA., Abbod, MF., Browne, A. and Cade, N., Intelligent control of a cryogenic cooling plant based on blackboard system architecture, ISA Transactions 39 (3) : 327- 343

(2000) Mahfouf, M., Linkens, DA. and Abbod, MF., Multi-objective genetic optimisation of GPC and SOFLC tuning parameters using fuzzy-based ranking method, IEE Proceedings on Control Theory and Applications 147 (3) : 344- 354

(1999) Abbod, MF. and Linkens, DA., Fault diagnosis for closed-loop drug infusion, IEE Colloquium (Digest) (34)

(1999) Abbod, MF. and Linkens, DA., Fault diagnosis for closed-loop drug infusion, IEE Colloquium (Digest) (34) : 39- 44

(1999) Shieh, JS., Abbod, MF., Linkens, DA. and Peacock, JE., Hierarchical fuzzy-based support system for anaesthesia monitoring and control, IEE Proceedings on Control Theory and Applications 146 (3) : 265- 272

(1998) Abbod, MF. and Linkens, DA., Anaesthesia monitoring and control using fuzzy logic fusion, Applications, Basis and Communications 10 (4) : 225- 235

(1998) Abbod, MF. and Linkens, DA., Anaesthesia simulator: Intelligent monitoring and control of depth of anaesthesia, IEE Colloquium (Digest) (526)

(1998) Linkeus, DA. and Abbod, MF., From the editor, Biomedical Engineering - Applications, Basis and Communications 10 (4)

(1998) Abbod, MF. and Linkens, DA., Fuzzy logic monitoring and control of depth of anaesthesia, IEE Colloquium (Digest) (462)

(1998) Linkens, DA. and Abbod, MF., Intelligent control of anaesthesia, IEE Colloquium (Digest) (514)

(1996) Linkens, DA., Abbod, MF. and Backory, J., Fuzzy logic control of depth of anaesthesia using auditory evoked responses, IEE Colloquium (Digest) (200)

(1996) Linkens, DA., Abbod, MF. and Backory, J., Fuzzy logic control of depth of anaesthesia using auditory evoked responses, IEE Colloquium (Digest) (200)

(1996) Linkens, DA., Mason, DG., Abbod, MF. and Shieh, JS., Fuzzy logic in anaesthesia, Transactions of the Institute of Measurement and Control 18 (5) : 238- 246

(1995) Mort, N., Abbod, MF. and Linkens, DA., Comparative study of fuzzy DC servo motors and stepper motors for mechatronic systems, IEE Colloquium (Digest) (214)

(1994) Mason, DG., Linkens, DA., Abbod, MF., Edwards, ND. and Reilly, CS., Automated delivery of muscle relaxants using fuzzy logic control, IEEE ngineering in Medicine and Biology Magazine 13 (5) : 678- 686

(1994) Linkens, DA. and Abbod, MF., Generic system architecture for supervisory fuzzy control, Intelligent systems engineering 3 (4) : 181- 193

(1993) Linkens, DA. and Abbod, MF., Anaesthesia simulators for the design of supervisory rule-based control in the operating theatre, Computing and Control Engineering Journal 4 (2) : 55- 62

(1993) Linkens, DA. and Abbod, MF., Supervisory intelligent control using a fuzzy logic hierarchy, Transactions of the Institute of Measurement and Control 15 (3) : 112- 132

(1992) Linkens, DA., Mahfouf, M. and Abbod, M., Self-adaptive and self-organizing control applied to nonlinear multivariable anesthesia - a comparative model-based study, IEE Proceedings D: Control Theory and Applications 139 (4) : 381- 394

(1992) Linkens, DA. and Abbod, MF., Self-organizing fuzzy logic control and the selection of its scaling factors, Transactions of the Institute of Measurement and Control 14 (3) : 114- 125

Conference Papers

(2008) Saeed, NH., Abbod, MF., Al-Raweshidy, HS. and Raoof, O., Intelligent MANET routing optimizer, 5th International Conference on Broadband Communications Networks and Systems (Broadnets 2008)

(2008) Saeed, NH., Abbod, MF., Sulaiman, TH., Al-Raweshidy, HS. and Kurdi, H., Intelligent MANET routing protocol selector, Second International Conference on Next Generation Mobile Applications, Services and Technologies

(2008) Saeed, NH., Abbod, MF. and Al-Raweshidy, HS., Intelligent MANET routing system, 22nd International Conference on Advanced Information Networking and Applications

(2008) Abbod, MF., Shieh, J., Yeh, J., Cheng, K., Huang, SJ. and Han, YY., Intelligent systems for the prediction of brain death index, IEEE Biomedical Circuits and Systems Conference (BioCAS)

(2008) Al-Kanhal, T. and Abbod, M., Multi-agent system for dynamic manufacturing system optimization, 8th International Conference on Computational Science, Lecture Notes on Computer Science (5103) : 634- 643 Download publication

(2008) Abbod, M. and Deshpande, K., Using intelligent optimization methods to improve the Group Method of Data Handling in time series prediction, 8th International Conference on Computational Science, Lecture Notes on Computer Science (5103) : 16- 25 Download publication

(2007) Abbod, MF., Mahfouf, M., Linkens, DA. and Sellars, CM., An extended 316L stainless steel model suitable for industrial rolling, 12th IFAC Symposium on Automation in Mining Download publication

(2007) Abbod, MF., Mahfouf, M., Linkens, DA. and Sellars, CM., Evolutionary computing for metals properties modelling, 5th International Conference on Processing and Manufacturing of Advanced Materials, THERMEC 2006, Pts 1-5 (539-543) : 2449- 2454 Download publication

(2007) Mahfouf, M., Linkens, DA., Abbod, MF. and Talamantes-Silva, J., Hot rolled aluminium alloys texture via hybrid modelling, 12th IFAC Symposium on Automation in Mining, Mineral and Metal Processing Download publication

(2007) Abbod, MF., Mahfouf, M., Linkens, DA. and SellarS, CM., Modelling of dynamic recrystallisation of 316L stainless steel using a systems approach, 5th International Conference on Processing and Manufacturing of Advanced Materials, THERMEC 2006, Pts 1-5 (539-543) : 2455- 2460 Download publication

(2007) Linkens, DA., Wong, T., Abbod, MF., Mahfouf, M. and Talamantes-Silva, J., Multi-modal simulation for microstructural and property prediction for Al alloy hot rolling, 12th IFAC Symposium on Automation in Mining, Mineral and Metal Processing Download publication

(2003) Sellars, CM., Abbod, MF., Zhu, Q. and Linkens, DA., Hybrid modelling methodology applied to microstructural evolution during hot deformation of aluminium alloys, 4th International Conference on Processing and Manufacturing of Advanced Materials, THERMEC'2003, PTS 1-5 (426-4) : 27- 34 Download publication

(1998) Backory, JK., Abbod, MF. and Linkens, DA., Diagnosis and decision-making for awareness during general anaesthesia, UKACC International Conference on Control 98, UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II (1) : 73- 77 Download publication

(1998) Abbod, MF., Mahfouf, M. and Linkens, DA., Multi-objective genetic optimisation for self-organising fuzzy logic control, UKACC International Conference on Control 98, UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II (2) : 1575- 1580 Download publication

(1993) Linkens, DA., Abbod, MF., Verbruggen, HB. and Rodd, MG., Real-time supervisory control for industrial processes, IFAC/IFIP/IMACS Symposium, Artificial Intelligence in Real-time Control 1992 (17) : 377- 382

(1992) Linkens, DA., Abbod, MF., Fleming, PJ. and Jones, DI., Fast, self-organizing control for industrial processes, Workshop on Algorithms and Architecture for Real-Time Control, Algorithms and Architecture for Real-Time Control (1992) : 153- 157

(1991) Linkens, DA. and Abbod, MF., Self-organizing fuzzy logic control for real-time processes, , IEE Conference Publication (2) : 971- 976

(2012) Sallama, A., Abbod, M. and Turner, P., Neuro-fuzzy system for power generation quality improvements, , Proceedings of the Universities Power Engineering Conference

(2012) Mezher, MA. and Abbod, MF., A New Genetic Folding Algorithm for Regression Problems., , UKSim 46- 51

(2012) Al-Araji, AS., Abbod, MF. and Al-Raweshidy, HS., Applying posture identifier and backstepping method in the design of an adaptive nonlinear predictive controller for nonholonomic mobile robot, , Proceedings of the 2nd IASTED Asian Conference on Modelling, Identification, and Control, AsiaMIC 2012 110- 117

(2012) Saeed, NH., Abbod, MF. and Al-Raweshidy, HS., MANET routing protocols taxonomy, , 2012 International Conference on Future Communication Networks, ICFCN 2012 123- 128

(2011) Tapou, MS., Al-Raweshidy, HS., Abbod, M. and Al-Kindi, MJ., A buck converter for DVS compatible processors in mobile computing applications using fuzzy logic implemented in a risc based microcontroller, , Recent Researches in Circuits, Systems, Control and Signals - Proceedings of the 2nd International Conference on Circuits, Systems, Control, Signals, CSCS'11 135- 139

(2011) Al-Enezi, J., Abbod, MF. and Al-Sharhan, S., Artificial immune systems applications in cancer research, , Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011 168- 171

(2011) Sharif, MS., Abbod, M., Krill, B., Amira, A. and Zaidi, H., Automatic PET volume analysis and classification based on ANN and BIC, , Proceedings of the International Symposium on Consumer Electronics, ISCE 565- 570

(2011) Masrub, A., Al-Raweshidy, H. and Abbod, M., Cognitive radio based MAC protocols for wireless ad hoc networks, , Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011 465- 469

(2011) Al-Araji, AS., Abbod, MF. and Al-Raweshidy, HS., Design of a neural predictive controller for nonholonomic mobile robot based on posture identifier, , Proceedings of the IASTED International Conference on Intelligent Systems and Control 198- 207

(2011) Al-Araji, AS., Abbod, MF. and Al-Raweshidy, HS., Design of an adaptive nonlinear PID controller for nonholonomic mobile robot based on posture identifier, , Proceedings - 2011 IEEE International Conference on Control System, Computing and Engineering, ICCSCE 2011 337- 342

(2011) Alzubi, S., Sharif, MS. and Abbod, M., Efficient implementation and evaluation of wavelet packet for 3D medical image segmentation, , MeMeA 2011 - 2011 IEEE International Symposium on Medical Measurements and Applications, Proceedings

(2011) Alzubi, S., Islam, N. and Abbod, M., Enhanced Hidden Markov Models for accelerating medical volumes segmentation, , 2011 IEEE GCC Conference and Exhibition, GCC 2011 287- 290

(2011) Alzubi, S., Sharif, MS., Islam, N. and Abbod, M., Multi-resolution analysis using curvelet and wavelet transforms for medical imaging, , MeMeA 2011 - 2011 IEEE International Symposium on Medical Measurements and Applications, Proceedings

(2011) Sharif, MS., Abbod, M. and Amira, A., Neuro-fuzzy based approach for analysing 3D PET volume, , Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011 158- 163

(2011) Sharif, MS., Abbod, M. and Amira, A., PET volume analysis based on committee machine for tumour detection and quantification, , Proceedings - 4th International Conference on Developments in eSystems Engineering, DeSE 2011 135- 140

(2010) Mezher, MA. and Abbod, MF., Genetic Folding: A New Class of Evolutionary Algorithms., , SGAI Conf. 279- 284

(2010) Almohaisen, FM. and Abbod, MF., GRAIN GROWTH SIMULATION USING CELLULAR AUTOMATA, 6th International Conference on Processing and Manufacturing of Advanced Materials (THERMEC)/2nd Symposium Session on Multiscale Mechanical Modelling of Complex Materials and Engineering Applications, THERMEC 2009 SUPPLEMENT (89-91) : 17- +

(2010) Saeed, NH., Abbod, MF. and Al-Raweshidy, HS., IMAN: An intelligent MANET routing system, , ICT 2010: 2010 17th International Conference on Telecommunications 401- 404

(2010) Al-Shareef, AJ. and Abbod, MF., Neural networks initial weights optimisation, , UKSim2010 - UKSim 12th International Conference on Computer Modelling and Simulation 57- 61

(2010) Shieh, J-S., Wu, C-K., Abbod, MF., Wen, Y-R. and Sun, W-Z., Visual Analog Scale of Pain Intensity Prediction Based on Ensembled Artificial Neural Networks via i-Pain System., , Industrial Conference on Data Mining - Poster and Industry Proceedings 27- 31

(2009) Al-Enezi, JR., Abbod, MF. and Al-Sharhan, S., Advancement in artificial immune systems: A perspective of models, algorithms and applications, , 2009 5th IEEE GCC Conference and Exhibition, GCC 2009

(2008) Saeed, NH., Abbod, MF. and Al-Raweshidy, HS., Modeling MANET Utilizing Artificial Intelligent., , EMS 117- 122

(2008) Al-Kanhal, T. and Abbod, M., Modelling and Optimisation of Reheat Furnace., , EMS 9- 14

(2007) Abbod, MF., Mahfouf, M., Linkens, DA. and Sellars, CM., An extended 316L stainless steel model suitable for industrial rolling, , IFAC Proceedings Volumes (IFAC-PapersOnline) (12) : 305- 310

(2007) Catto, JW., Abbod, MF., Linkens, D., Wild, PJ., Herr, A., Pilarsky, C., Wissman, C., Hartmann, A. and Hamdy, FC., Artificial intelligence re-analysis of gene array data identifies novel markers of urothelial cancer progression, 102nd Annual Meeting of the American-Urological-Association, JOURNAL OF UROLOGY (177) : 297- 298

(2007) Mahfouf, M., Linkens, DA., Abbod, MF. and Talamantes-Silva, J., Hot rolled aluminium alloys texture via hybrid modelling, , IFAC Proceedings Volumes (IFAC-PapersOnline) (12) : 437- 442

(2007) Linkens, DA., Wong, T., Mahfouf, M., Abbod, MF. and Talamantes-Silva, J., Multi-modal simulation for microstructural and property prediction for al alloy hot rolling, , IFAC Proceedings Volumes (IFAC-PapersOnline) (12) : 119- 124

(2006) Abbod, MF., Catto, JWF., Linkens, DA., Wild, PJ., Herr, A., Wissmann, C., Pilarsky, C., Hartmann, A. and Hamdy, FC., Artificial intelligence technique for gene expression profiling of urinary bladder cancer, 3rd IEEE International Conference on Intelligent Systems, 2006 3rd International IEEE Conference Intelligent Systems, Vols 1 and 2 634- 639

(2006) Abbod, MF., Howard, IC., Linkens, DA. and Mahfouf, M., Multi-scale CAFE modelling for hot deformation of aluminium alloys, 6th International Conference on Computational Science (ICCS 2006), COMPUTATIONAL SCIENCE - ICCS 2006, PT 1, PROCEEDINGS (3991) : 993- 996

(2005) Abbod, MF., Catto, JWF., Chen, M-Y., Linkens, DA. and Hamdy, FC., Artificial intelligence techniques for the prediction of bladder cancer progression., , ESANN 109- 114

(2004) Hiassat, M., Abbod, MF. and Mort, N., Using genetic programming to improve the group method of data handling in time series prediction, C Warren Neel International Conference on Statistical Data Mining and Knowledge Discovery, STATISTICAL DATA MINING AND KNOWLEDGE DISCOVERY 257- 268

(2003) Abbod, MF., Zhu, Q., Linkens, DA., Sellars, CM. and Mahfouf, M., Construction and validation of complex hybrid neuro-fuzzy models for Al-Mg materials properties prediction, IFAC International Conference on Intelligent Control Systems and Signal Processing, INTELLIGENT CONTROL SYSTEMS AND SIGNAL PROCESSING 2003 267- 272

(2002) Abbod, MF., Mahfouf, M. and Linkens, DA., Intelligent Systems in Biomedicine., , Advances in Computational Intelligence and Learning 437- 460

(2002) Abbod, MF., Talamantes-Silva, J. and Linkens, DA., Modeling of aluminum rolling using finite elements and gray-box modeling technique, IEEE International Symposium on Intelligent Control, PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL 321- 326

(2000) Linkens, DA., Abbod, MF. and Metcalfe, J., An intelligent control system for fabrication of optical filters, 19th SGES International Conference on Knowledge-Based Systems and Applied Artificial Intelligence (ES99), APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS VII 291- 303

(2000) Mahfouf, M., Tenner, J., Linkens, DA. and Abbod, MF., Optimal design of alloy steels using evolutionary computing, 4th International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, KES'2000: FOURTH INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ENGINEERING SYSTEMS & ALLIED TECHNOLOGIES, VOLS 1 AND 2, PROCEEDINGS 357- 360

(1999) Linkens, DA., Abbod, MF. and Browne, A., Blackboard architecture for intelligent control system, , IEEE Symposium on Emerging Technologies and Factory Automation, ETFA (2) : 1185- 1192

(1999) Linkens, DA., Abbod, MF. and Cade, N., Software architecture for intelligent control of a cryogenic cooling plant, International Conference and Exposition for Advancing Measurement, Control and Automation Technologies, Products and Services (ISA TECH 1999), EMERGING TECHNOLOGIES IN MEASUREMENT AND CONTROL (390) : 1- 7

(1997) Linkens, DA., Abbod, MF. and Backory, JK., Closed-loop control of depth of anaesthesia: A simulation study using auditory evoked responses, 3rd IFAC Symposium on Modelling and Control in Biomedical Systems, CONTROL ENGINEERING PRACTICE (5) : 1717- 1726

Book Chapters

(2009) Shieh, J-S., Abbod, MF., Hsu, CY., Huang, S-J., Han, YY. and Fan, S-Z., Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure.. In: Jin, Y. and Wang, L. eds. Fuzzy Systems in Bioinformatics and Computational Biology. Springer (242) : 273- 295

(2008) Shieh, J-S., Yeh, J-R., Ze, Y. and Abbod, MF., Hard and soft computing applied to prediction of brain-death patients categories in neurosurgical and traumatic intensive care units. In: Bernstein, RB. and Curtis, WN. eds. Artificial Intelligence: New Research. Nova Science Publishers Inc

(2005) Abbod, MF. and Linkens, DA., Application of intelligent control in medicine. In: Ruano, AE. ed. Intelligent control systems using computational intelligence techniques. London : The Institution of Electrical Engineers 415- 445

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