Jon Garibaldi's Publications

2008

Automated Self-assembly Programming Paradigm: The Impact of Network Topology
Li L, Garibaldi JM, Krasnogor N
International Journal of Intelligent Systems, To Appear, 2008.

On Constructing Parsimonious Type-2 Fuzzy Logic Systems via Influential Rule Selection
Zhou SM, Garibaldi JM, John RI, Chiclana F
IEEE Transactions on Fuzzy Systems, Online, 2008. doi: 10.1109/TFUZZ.2008.928597

Non-Stationary Fuzzy Sets
Garibaldi JM, Musikasuwan SV & Jaroszewski M
IEEE Transactions on Fuzzy Systems, 16(4) 1072-1086, 2008. doi: 10.1109/TFUZZ.2008.917308

Type-1 OWA Operators for Aggregating Uncertain Information with Uncertain Weights Induced By Type-2 Linguistic QuantiÞers
Zhou SM, Chiclana F, John RI, Garibaldi JM
Fuzzy Sets & Systems, Online, 2008. doi: 10.1016/j.fss.2008.06.018

Search Strategies in Structural Bioinformatics
Oakley MT, Barthel D, Bykov Y, Garibaldi JM, Burke EK, Krasnogor N, Hirst JD
Current Protein and Peptide Science, 9(3): 260-74, 2008. doi: 10.2174/138920308784534032

Frequency Analysis for Dendritic Cell Population Tuning
Oates R, Kendall G & Garibaldi JM
Evolutionary Intelligence, 1(2): 145-157, 2008. doi: 10.1007/s12065-008-0011-y

The 2007 IEEE CEC Simulated Car Racing Competition
Togelius J, Lucas S, Ho DT, Garibaldi JM, Nakashima T, Tan CH, Elhanany I, Berant S, Hingston P, MacCallum RM, Haferlach T, Gowrisankar A, Burrow P
Genetic Programming and Evolvable Machines, Online, 2008. doi: 10.1007/s10710-008-9063-0

2007

An Investigation of Fuzzy Multiple Heuristic Orderings in the Construction of University Examination Timetables
Asmuni, H., Burke, E.K., Garibaldi, J.M., McCollum, B., Parkes, A.J.
Computers and Operations Research, Online, 2007. doi: 10.1016/j.cor.2007.12.007

Idiotypic Immune Networks in Mobile-Robot Control
Whitbrook, A.M., Aickelin, U. & Garibaldi, J.M.
IEEE Transactions on Systems, Man & Cybernetics - Part B, 37(6): 1581-98, 2007. doi: 10.1109/TSMCB.2007.907334

A Novel Fuzzy Clustering Algorithm for the Analysis of Axillary Lymph Node Tissue Sections
Wang, X.Y., Garibaldi, J.M., Bird, B. & George, M.W.
Applied Intelligence, 27 237-38 2007. doi: 10.1007/s10489-007-0065-z

Uncertain Fuzzy Reasoning: A Case Study in Modelling Expert Decision Making
Garibaldi, J.M. & Ozen, T.
IEEE Transactions on Fuzzy Systems, 15(1): 16-30, 2007. doi: 10.1109/TFUZZ.2006.889755

2005

Fuzzy Expert Systems
Garibaldi, J.M.
in Do Smart Adaptive Systems Exist?: Best Practice for Selection and Combination of Intelligent Methods (Eds. Gabrys, B., Leiviska, K. & Strackeljan, J.), pp. 105-132, Springer, 2005.

Fuzzy Methods for Medical Diagnosis
Innocent, P.R., John, R.I. & Garibaldi, J.M.
Applied Artificial Intelligence, 19(1): 69-98, 2005.

Lattice Models of Peptide Aggregation: Evaluation of Conformational Search Algorithms
Oakley, M.T., Garibaldi, J.M. & Hirst, J.D.
Journal of Computational Chemistry, 26: 1638-1646, 2005.

Simulated Annealing Fuzzy Clustering in Cancer Diagnosis
Wang, X.Y. & Garibaldi, J.M.
Informatica, 29(1): 61-70, 2005. pdf

2004

Open Issues in Grid Scheduling
Andrieux, A., Berry, D., Garibaldi, J.M., Jarvis, S., MacLaren, J., Ouelhadj, D. & Snelling, D., 2004. pdf

2002

Real-Time Correlation-Based Stereo Vision with Reduced Border Errors
Hirschmüller, H., Innocent, P.R. & Garibaldi, J.M.
International Journal of Computer Vision, 47(1-2-3): 229-246, 2002. pdf

2001

The Fuzzy Medical Group in the Centre for Computational Intelligence
Innocent, P., John, R. & Garibaldi, J.M.
Artificial Intelligence in Medicine, 21(1): 163-70, 2001. pdf

2000

The Development of a Fuzzy Expert System for the Analysis of Umbilical Cord Blood.
Garibaldi, J.M. & Ifeachor, E.C.
in Fuzzy Systems in Medicine (Eds. Szczepaniak, P., Lisboa, P.J.G. & Kacprzyk, J.), pp. 652-668, Springer-Verlag, 2000. pdf

Reciever Operator Characteristic Analysis for Intelligent Medical Systems - A New Approach for Finding Confidence Intervals
Tilbury, J.B., Van-Eetvelt, P.W.J., Garibaldi, J.M., Curnow, J.S.H. & E.C., Ifeachor
IEEE Transactions on Biomedical Engineering, 47(7): 952-963, 2000. pdf

1999

Application of Simulated Annealing Fuzzy Model Tuning to Umbilical Cord Acid-Base Interpretation
Garibaldi, J.M. & Ifeachor, E.C.
IEEE Transactions on Fuzzy Systems, 7(1): 72-84, 1999. pdf

The Evaluation of an Expert System for the Analysis of Umbilical Cord Blood
Garibaldi, J.M., Westgate, J.A. & Ifeachor, E.C.
Artificial Intelligence in Medicine, 17(2): 109-130, 1999. pdf

1997

Intelligent Techniques for Handling Uncertainty in the Assessment of Neonatal Outcome
Garibaldi, J.M., School of Electrical, Electronic and Communications Engineering, University of Plymouth, October 1997. pdf

The Development and Implementation of an Expert System for the Analysis of Umbilical Cord Blood
Garibaldi, J.M., Westgate, J.A., Ifeachor, E.C. & Greene, K.R.
Artificial Intelligence in Medicine, 10(2): 129-144, 1997. pdf

1996

Umbilical Cord Blood Gas Analysis at the Time of Delivery
Harris, M., Beckley, S.L., Garibaldi, J.M., Keith, R.D. & Greene, K.R.
Midwifery, 12(3): 146-150, 1996.

Multicentre Validation of an Intelligent System for Managing Labour
Keith, R.D.F., Beckley, S.L., Garibaldi, J.M., Westgate, J.A., Ifeachor, E.C. & Greene, K.R.
Expert Systems with Applications, 11(4): 537-541, 1996.

1995

A Multicentre Comparative Study of 17 Experts and an Intelligent Computer System for Managing Labour using the Cardiotocogram
Keith, R.D.F., Beckley, S.L., Garibaldi, J.M., Westgate, J.A., Ifeachor, E.C. & Greene, K.R.
British Journal of Obstetrics and Gynaecology, 102: 688-700, 1995. pdf

1994

Umbilical Cord Blood Gas Analysis at Delivery: A Time for Quality Data
Westgate, J.A., Garibaldi, J.M. & Greene, K.R.
British Journal of Obstetrics and Gynaecology, 101: 1054-1063, 1994. pdf

[Sch05b] Baxter, J.L., Garibaldi, J.M., Burke, E.K. and Norman, M.

Statistical Analysis in MiroSot,

in Proceedings of the FIRA Roboworld Congress, ISBN 981-05-4674-2, Session 1-3, Singapore, 14-16 December 2005

[Sch05b] Schoreels, C. and Garibaldi, J.M.

A Comparison of Adaptive and Static Agents in Equity Market Trading,

in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology 2005 (IAT 2005), Compigne, France, 19-22 September 2005.

[Wan05c] Wang, X.Y., Garibaldi, J.M., Bird, B. and George, M.W.

Fuzzy Clustering in Biochemical Analysis of Cancer Cells,

in Proceedings of Fourth Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2005), Barcelona, Spain, 7-9 September 2005.

[Asm05] Asmuni, H. and Burke, E.K. and Garibaldi, J.M.

Fuzzy Multiple Heuristic Ordering for Course Timetabling,

in Proceedings of the 5th United Kingdom Workshop on Computational Intelligence (UKCI05), London, UK, 5-7, September 2005, pp. 302-309.

[Wan05b] Wang, X.Y. and Garibaldi, J.M.

A Comparison Of Fuzzy and Non-Fuzzy Clustering Techniques in Cancer Diagnosis,

in Proceedings of 2nd International Conference in Computational Intelligence in Medicine and Healthcare - The Biopattern Conference, Lisbon, Portugal, 29 June - 1 July 2005.

[Gar05b] Garibaldi, J.M. and Musikasuwan, S. and Ozen, T.

The Association between Non-Stationary and Interval Type-2 Fuzzy Sets: A Case Study,

in Proceedings of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2005), Reno, Nevada, USA, 22-25 May 2005, pp. 224 - 229.

[Sch05a] Schoreels, C. and Garibaldi, J.M.

The Effect of Varying Parameters on Performance for Adaptive Agents in Technical Equity Market Trading,

in Proceedings of the 3rd IEEE Internatioal Conference on Computational Cybernetics (ICCC 2005), Mauritius, 2005.

[Asm04b] Asmuni, H. and Burke, E.K. and Garibaldi, J.M.

A Comparison of Fuzzy and Non-Fuzzy Ordering Heuristics for Examination Timetabling,

in Proceedings of the 5th International Conference on Recent Advances in Soft Computing (RASC 2004), Nottingham, UK, 16-18 December 2004, pp. 288-293.

[Sch04b] Schoreels, C. and Garibaldi, J.M.

A Preliminary Investigation into Multi-Agent Trading Simulations using a Genetic Algorithm,

in Proceedings of the UK Computational Intelligence Workshop 2004 (UKCI 2004), Loughborough, UK, 2004, pp. 62-69.

[Sch04a] Schoreels, C. and Logan, B. and Garibaldi, J.M.

Agent Based Genetic Algorithm Employing Financial Technical Analysis for Making Trading Decisions using Historical Equity Market Data,

in Proceedings of the IEEE/WIC/ACM International Conference on Intelligent Agent Technology 2004 (IAT 2004), Beijing, China, 2004, pp. 421-424.

[Wan04] Wang, X.Y., Whitwell, G. and Garibaldi, J.M.

The Application of a Simulated Annealing Fuzzy Clustering Algorithm for Cancer Diagnosis,

in Proceedings of the IEEE 4th International Conference on Intelligent System Design and Application, Budapest, Hungary, 26-28 August 2004.

[Asm04] Asmuni, H. and Burke, E.K. and Garibaldi, J.M.

Fuzzy Multiple Ordering Criteria for Examination Timetabling,

in Proceedings of the 5th International Conference on the Practice and Theory of Automated Timetabling (PATAT 2004), Pittsburgh, USA, 18-20 August 2004, pp. 51-65.

[Gar04] Garibaldi, J.M. and Musikasuwan, S. and John. R.I.

A Case Study to Illustrate the Use of Non-Convex Membership Functions for Linguistic Terms,

in Proceedings of IEEE International Conference on Fuzzy Systems (FUZZIEEE 2004), Budapest, Hungary, 25-29 July 2004, pp. 1403-1408.

[Oze04c] Ozen, T. and Garibaldi, J.M. and Musikasuwan, S.

Effect of Type-2 Fuzzy Membership Function Shape on Modelling Variation in Human Decision Making,

in Proceedings of IEEE International Conference on Fuzzy Systems (FUZZIEEE 2004), Budapest, Hungary, 25-29 July 2004, pp. 971-976.

[Oze04b] Ozen, T. and Garibaldi, J.M. and Musikasuwan, S.

Preliminary Investigations into Modelling the Variation in Human Decision Making,

in Proceedings of Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU 2004), Perugia, Italy, 4-9 July 2004, pp. 641-648.

[Mus04] Musikasuwan, S. and Ozen, T. and Garibaldi, J.M.

An Investigation into the Effect of Number of Model Parameters on Performance in Type-1 and Type-2 Fuzzy Logic Systems,

in Proceedings of Information Processing and Management of Uncertainty in Knowledge Based Systems (IPMU 2004), Perugia, Italy, 4-9 July 2004, pp. 1593-1600.

[Oze04a] Ozen, T. and Garibaldi, J.M. and Musikasuwan, S.

Modelling the Variation in Human Decision Making,

in Proceedings of NAFIPS (NAFIPS 2004), Banff, Alberta, Canada, 27-30 June 2004, pp.617-622.

[Wan03] Wang, X.Y. and Garibaldi, J.M. and Ozen, T.

Application of the Fuzzy C-Means Clustering Method to the Analysis of non-Preprocessed FTIR Data for Cancer Diagnosis,

in Proceedings of the 8th Australian and New Zealand Conference on Intelligent Information Systems (ANZIIS 2003), Sydney, Australia, 10-12 December 2003.

[Oze03] Ozen, T. and Garibaldi, J.M.

Investigating Adaptation in Type-2 Fuzzy Logic Systems Applied to Umbilical Acid-Base Assessment,

in Proceedings of the 2003 European Symposium on Intelligent Technologies (EUNITE 2003), Oulu, Finland, pp. 289-294, Jul 2003.

[Gar03] Garibaldi, J.M. and John. R.I.

Choosing Membership Functions of Linguistic Terms,

in Proceedings of the 2003 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2003), St. Louis, USA, pp. 578-583, May 2003.

[Hir02b] Hirschmüller, H. and Innocent, P.R. and Garibaldi, J.M.

Fast, Unconstrained Camera Motion Estimation from Stereo without Tracking and Robust Statistics,

in Proceedings of the Seventh International Conference on Control, Automation, Robotics and Vision, Singapore, Dec 2002.

[Kin02] King, H. and Garibaldi, J.M. and Rogerson, S.

Intelligent Medical Systems: Partner or Tool?,

in Proceedings of the Sixth ETHICOMP International Conference on the Social and Ethical Impacts of Information and Communication Technologies, Lisbon, Portugal, 2002.

[Kin01] King, H. and Garibaldi, J.M. and Rogerson, S.

Towards the Identification of Intelligent Systems Currently in Routine Use in Medicine and Dentistry,

in Proceedings of the EUSFLAT 2001 International Conference, pp. 435-438, Leicester, UK, 2001.

[Ada00] Adama-Acquah, R. and Garibaldi, J.M. and Symonds, I.M.

A Preliminary Fuzzy Model to Identify Abnormal Cervical Smears Using Fourier Transform Infrared Spectroscopy,

in Proceedings of RASC 2000, pp. 135-142, Leicester, UK, 2000.

[Ski00] Skinner, J.S. and Garibaldi, J.M. and Curnow, J. and Ifeachor, E.C.

Intelligent Fetal Heart Rate Analysis,

in Proceedings of MEDSIP 2000, pp. 14-21, Bristol, UK, 2000.

[Ski99] Skinner, J.S. and Garibaldi, J.M. and Ifeachor, E.C.

A Fuzzy System for Fetal Heart Rate Assessment,

in Proceedings of the 6^th Fuzzy Days Conference, pp. 20-29, Dortmund, Germany, 1999.

[Bur98] Burn-Thornton, K.E. and Garibaldi, J.M. and Mahdi, A.E.

Pro-Active Network Management using Data Mining,

in Proceedings of IEEE GLOBECOM 98, pp. 1208-1211, Sydney, Australia, 1998.

[Gar98b] Garibaldi, J.M. and Burn-Thornton, K.

A Comparison of Radial-Basis-Function Networks and Other Non-Network Classification Techniques on Medical Data,

in Proceedings of RASC 1998, pp. 81-92, De Montfort University, Leicester, 1998.

[Gar98a] Garibaldi, J.M. and Tilbury, J. and Ifeachor, E.C.

The Validation of a Fuzzy Expert System for Umbilical Cord Acid-Base Analysis,

in Proceedings of the 3^rd International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, pp. 230-240, World Scientific, Singapore, 1998.

[Ife98] Ifeachor, E.C. and Garibaldi, J.M. and Skinner, J.F.

Intelligent Decision Support Tools for the Management of Labour: The INFANT and DataCare Expert Systems,

in IEE Colloquium on Intelligent Decision Support in Clinical Practice, pp. 1-7, London, UK, 1998.

[Gar97d] Garibaldi, J.M.

Intelligent Techniques for Handling Uncertainty in the Assessment of Neonatal Outcome,

University of Plymouth, 1997.

[Gar97b] Garibaldi, J.M. and Ifeachor, E.C.

A Novel Interpretation of Umbilical Acid-Base Balance,

in Proceedings of the Fourth International Symposium on Intrapartum Surveillance, Paris, France, 1997.

[Gar97a] Garibaldi, J.M. and Ifeachor, E.C.

The Development of a Fuzzy Expert System for Umbilical Acid-Base Analysis,

in Proceedings of the 5^th Fuzzy Days Conference, Dortmund, Germany, 1997.

[Gar96b] Garibaldi, J.M. and Ifeachor, E.C.

The Comparison of a Crisp and Fuzzy Expert System with Practising and Expert Clinicians,

in Proceedings of the 2^nd International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, pp. 229-237, Plymouth, UK, 1996.

[Gar96a] Garibaldi, J.M. and Westgate, J.A. and Ifeachor, E.C. and Greene, K.R.

The Development of a Crisp and Fuzzy Expert System for the Analysis of Umbilical Cord Blood at Delivery,

in Proceedings of the 3^rd World Congress on Expert Systems, pp. 202-209, Seoul, Korea, 1996.

[Gar95b] Garibaldi, J.M. and Ifeachor, E.C. and Greene, K.R.

An Intelligent Computer System for the Analysis and Interpretation of Umbilical Cord Blood Sampling,

in Proceedings of the 27^th British Congress of Obstetrics and Gynaecology, Dublin, Ireland, 1995.

[Gar95a] Garibaldi, J.M. and Ifeachor, E.C. and Greene, K.R.

Interrelationships between Validated Umbilical Cord Acid-Base Parameters and Apgar Scores,

in Proceedings of the Third International Symposium on Intrapartum Surveillance, Dublin, Ireland, 1995.

[Gar94b] Garibaldi, J.M. and Westgate, J.A. and Ifeachor, E.C. and Greene, K.R.

The Development of an Expert System for the Analysis of Umbilical Cord Blood at Delivery,

in Proceedings of the International Conference on Neural Networks and Expert Systems in Medicine and Healthcare, pp. 394-402, Plymouth, UK, 1994.

[Gar94a] Garibaldi, J.M. and Westgate, J.A. and Ifeachor, E.C. and Greene, K.R.

An Expert System for Umbilical Cord Blood Gas Analysis: The Importance of Quality Data,

in IEE Colloquium on Monitoring in Obstetrics and Gynaecology, London, UK, 1994.

[RAE1] Hirschmüller, H. and Innocent, P.R. and Garibaldi, J.M.

Real-Time Correlation-Based Stereo Vision with Reduced Border Errors,

in International Journal of Computer Vision, 47(1/2/3), pp. 229-246, 2002. doi: 10.1023/A:1014554110407

[RAE2] Garibaldi, J.M., and Ozen, T.

Uncertain Fuzzy Reasoning: A Case Study in Modelling Expert Decision Making

IEEE Transactions on Fuzzy Systems, Vol. 15, No. 1, pp. 16-30, 2007. doi: 10.1109/TFUZZ.2006.889755

[RAE3] Oakley, M.T. and Garibaldi, J.M., and Hirst, J.D.

Lattice Models of Peptide Aggregation: Evaluation of Conformational Search Algorithms

in Journal of Computational Chemistry, Vol. 26, pp. 1638-1646, 2005. doi: 10.1002/jcc.20306

[RAE4a] Wang, X.-Y. and Garibaldi, J.M. and Bird, B. and George, M.W.

A Novel Fuzzy Clustering Algorithm for the Analysis of Axillary Lymph Node Tissue Sections,

in Applied Intelligence, to appear, 2007. doi: 10.1007/s10489-007-0065-z

[RAE4b] Innocent, P.R. and John, R.I. and Garibaldi, J.M.

Fuzzy Methods for Medical Diagnosis,

in Applied Artificial Intelligence, Vol 19, No. 1, pp 69-98, 2005. doi: 10.1080/08839510590887414