Recent Publications

Stephen L. Smith

Smith, S.L. and Cagnoni, S. (Eds.) Genetic and Evolutionary Computation: Medical Applications, Wiley, 2010.

Lones, M and Smith, S.L. “Objective Assessment of Visuo-spatial Ability using Implicit Context Representation Cartesian Genetic Programming” Genetic and Evolutionary Computation: Medical Applications, Wiley, 2010

Miller, J.F., Smith, S.L. and Zhang, Y., " Detection of Microcalcifications in Mammograms using Multi-chromosome Cartesian Genetic Programming," Proceedings 6th GECCO Workshop on Medical Applications of Genetic and Evolutionary Computation (MedGEC), Portland, USA, July 2010.

Lones, M and Smith, S.L., Harris, A. T., High, A. S., Fisher, S. E., Smith, D. A. and Kirkham, J. “Discriminating Normal and Cancerous Thyroid Cell Lines using Implicit Context Representation Cartesian Genetic Programming,” World Congress on Computational Intelligence (WCCI) 2010, Barcelona, 2010

Walker, J.A., Völk, K., Smith, S.L. and Miller, J.F. “Parallel evolution using multi-chromosome cartesian genetic programming,” Genetic Programming and Evolvable Machines, Vol.10, No.4, 2009.

Harris, A.T., Smith, S.L. et al. “Potential for Raman spectroscopy to provide cancer screening using a peripheral blood sample,” Head & Neck Oncology, doi:10.1186/1758-3284-1-34, 2009.

Völk, K., Miller, J.F. and Smith, S.L. “Multiple Network CGP for the Classification of Mammograms,” Lecture Notes in Computer Science, Vol. 5484, No.4, 405-413, 2009.

Smith, S.L. and Lones, M.A. “Implicit Context Representation Cartesian Genetic Programming for the Assessment of Visuo-Spatial Ability.” 2009 IEEE Congress on Evolutionary Computation, Trondheim, Norway, 2009.

Smith, S.L. and Timmis, J. "An immune network inspired evolutionary algorithm for the diagnosis of Parkinson’s disease," BioSystems, Vol. 94, Nos.1-2, 2008.

Smith, S.L., Greensted, A.J. and Timmis, J. "Hardware Acceleration of an Immune Network Inspired Evolutionary Algorithm for Medical Diagnosis," accepted for publication in the Proceedings of 8th International Conference on Evolvable Systems, September 2008.

Hazell, A. and Smith, S.L. "Towards an Objective Assessment of Alzheimer's Disease:The Application of a Novel Evolutionary Algorithm in the Analysis of Figure Copying Tasks," Proceedings 4th GECCO Workshop on Medical Applications of Genetic and Evolutionary Computation (MedGEC), Atlanta, USA, July 2008.

Smith, S.L. "Transfer of Computational Intelligence to the Medical Devices Market Place," Presented at Panel Session on Preparing Academics for a Business World, 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), June 2008.

Smith, S.L., Murant, S.J. and Timmis, J, “Natural Computation Inspired by Protein Binding,” Proceedings of the Seventh International Workshop on Information Processing in Cells and Tissue, September 2007.

Smith, S.L. et. al. “Diagnosis of Parkinson's Disease using Evolutionary Algorithms,” Genetic Programming and Evolvable Machines, Vol.8, 433-447, 2007.

Aly, N. M., Playfer, J. R., Smith, S. L. and Halliday, D. M., “A novel computer-based technique for the assessment of tremor in Parkinson's disease,” Age and Ageing,Vol.36, No.4, 395-399, 2007.

Allen, D.P., Playfer, J.R., Aly, N.M.,. Duffey, P., A. Heald, A., Smith, S.L. and Halliday, D.M., "On the use of low-cost computer peripherals for the assessment of motor dysfunction in Parkinson’s disease" IEEE Trans. Neural Systems & Rehabilitation Engineering, Vol.15, No.2, 286-294, 2007.

Hope, D., Smith, S.L. and Munday, E. “Evolutionary Algorithms in the Classification of Mammograms,” IEEE Symposium on Computational Intelligence in Image and Signal Processing, Honolulu, Hawaii, 258-265, 2007.

Smith, S.L. et. al. “The Application of Evolutionary Algorithms towards the Diagnosis of Parkinson's Disease,” GECCO Workshop on Medical Applications of GEC, Seattle, July, 2006.

Cavill, R., Smith, S.L. and Tyrrell, A.M. "Variable Length Genetic Algorithm with Multiple Chromosomes on a Variant of the One-max Problem," GECCO, Seattle, pp 1405-1406, July, 2006.

Miller, J.F. and Smith, S.L. “Redundancy and Computational Efficiency in Cartesian Genetic Programming,” IEEE Transactions on Evolutionary Computation, Vol. 10, No.2, 167-174, 2006.

Xinye Cai, Smith, S.L. and Tyrrell, A.M. "Positional Independence and Recombination in Cartesian Genetic Programming,” Lecture Notes in Computer Science. Vol. 3905, 351-360, 2006.

Canham, R.O., Smith, S.L. and Tyrrell, A.M. “Location of Structural Sections from within a Highly Distorted Complex Line Drawing,” IEE Vision, Image & Signal Processing, Vol. 152, No.6, 2005.

Allen, D.P., Halliday, D.M., Smith, S.L., Playfer, J. & Aly, N. "A clinical diagnostic tool for the assessment of bradykinesia in Parkinson’s disease using using low cost computer peripherals," Institute of Physics and Engineering in Medicine, Annual Scientific Meeting, 34, 2005.

Smith, S.L., Legget, S and Tyrrell, A.M. "An Implicit Context Representation for Evolving Image Processing Filters”, Lecture Notes in Computer Science, Vol. 3449, 407-416, 2005.

Cavill, R., Smith, S.L. and Tyrrell, A.M. "Multichromosomal Genetic Programming," Proceedings of 2005 Conference on Genetic and Evolutionary Computation, Washington, Vol.2, 1753-1759, 2005.

Fry , R., Smith, S.L. and Tyrrell, A.M. "A Self-Adaptive Mate Selection Model for Genetic Programming," Proceedings of IEEE Congress on Evolutionary Computation (CEC 2005), Edinburgh, Vol. 3 , 2707-2714, 2005.

Cavill, R., Smith, S.L. and Tyrrell, A.M. "The Performance of Polyploid Evolutionary Algorithms is Improved Both by Having Many Chromosomes and Copies of Each Chromosome on Symbolic Regression Problems," IEEE Congress on Evolutionary Computation (CEC 2005), Edinburgh, Vol. 1, 935-941, 2005.

Cai, X., Smith, S.L. and Tyrrell, A.M. "Benefits of Employing an Implicit Context Representation on Hardware Geometry of CGP,” Lecture Notes in Computer Science. Vol. 3637, 143-154, 2005.

Yang, Z., Smith, S.L. and Tyrrell, A.M. "Intrinsic Evolvable Hardware in Digital Filter Design," Lecture Notes in Computer Science. Vol. 3005, 389-398, 2004.

Yang, Z., Smith, S.L. and Tyrrell, A.M. "Digital Circuit Design using Intrinsic Evolvable Hardware," Proceedings of 2004 NASA/DoDConference on Evovable Hardware, Seattle, June 2004.

Crouch, D.P., Smith, S.L. and Tyrrell, A.M. "Evolving Image Processing Operations for an Evolvable Hardware Environment," Lecture Notes in Computer Science. Vol. 2606, 332-343, 2003.

Tyrrell, A.M., Hollingworth, G.S. and Smith, S.L., “ Evolutionary Strategies and Intrinsic Fault Tolerance,” in Proceedings of 3rd NASA/DoD Workshop on Evolvable Hardware Long Beach, California, USA, 98-106, July 2001.

Das, M., Howard, D.M., and Smith, S.L. “The kinematic analysis of motion curves through MIDI data analysis”, Organised Sound, Vol. 5, No 1., 137-145, 2000.

Ortega C., Mange D., Smith S.L. and Tyrrell A. “Embryonics: A Bio-Inspired Cellular Architecture with Fault-Tolerant Properties”, Genetic Programming and Evolvable Machines, Vol.1, 187-215, 2000.

Canham, R.O., Smith, S.L. and Tyrrell, A.M. “Recognition and Grading of Severely Distorted Geometric Shapes from within a Complex Figure”, Pattern Analysis & Applications, Vol. 3, No 4., 335-347, 2000.

Hollingworth, G.S., Smith, S.L. and Tyrrell, A.M. "The Intrinsic Evolution of Virtex Devices Through Internet Reconfigurable Logic", Lecture Notes in Computer Science, Vol.1801, 72-79, 2000.

Hollingworth, G.S., Smith, S.L. and Tyrrell, A.M. “Safe intrinsic evolution of Virtex devices”, Proceedings of theSecond NASA/DOD Workshop on Evolvavble Hardware, 195-202, Paulo Alto, July 2000.

Canham, R.O., Smith, S.L. and Tyrrell, A.M. “Automated Scoring of a Neuropsychological Test: The Rey Osterrieth Complex Figure”, Proceedings of the 26 th Euromicro Conference, Maastricht, Vol. II, 406-413, September 2000.

Scowen, B.C., Smith, S.L. and Vannan, M.A. “Quantitative 3D Modelling of the Left Ventrical from Ultrasound Images, Proceedings of the 26 th Euromicro Conference, Maastricht, Vol. II, 432-439, September 2000.

Smith, S.L. , “Applications”, Chair's session introduction in Proceedings of the 8 th Euromicro Workshop on Parallel and Distributed Processing”, 342, Rhodes, January 2000.

Tyrrell, A.M. and Smith, S.L. “Hetrogeneous distributed and parallel architectures: Hardware, software and design tools”, Guest Editorial in Journal of Systems Architecture, Vol. 46, 625-626, 2000.

Smith, S.L. “Workshop on Medical Informatics”, Programme Chair’s Forward in Proceedings of the 26 th Euromicro Conference, Maastricht, Vol. I, 6-7, September 2000.

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