An artificial immune system for data analysis

Biosystems - Tập 55 - Trang 143-150 - 2000
Jon Timmis1, Mark Neal1, John Hunt2
1Department of Computer Science, Centre for Intelligent Systems, University of Wales, Aberystwyth, Ceredigion SY23 3DB, UK
2Jay Dee Technology, PO Box 153, Chippenham SN14 BTU, UK

Tài liệu tham khảo

Cooke, D.E., Hunt, J.E., 1995. Recognising promoter sequences using an artificial immune system. In: Proceedings of Intelligent Systems in Molecular Biology 95, AAAI Press. Dasgupta, D.,1996. Using immunological principles in anomaly detection. In: Proceedings of the Artificial Neural Networks in Engineering (ANNIE96), St Louis, USA. Dasgupta, 1998 Everitt, 1974 Farmer, 1986, The immune system, adaptation and machine learning, Physica, 22D, 187 Fisher, 1936, The use of multiple measurements in taxonomic problems, Ann. Eug. Part II, 7, 179, 10.1111/j.1469-1809.1936.tb02137.x Forrest, 1996 Hunt, 1998, Jisys: development of an artificial immune system for real world applications Jerne, 1974, Towards a network theory of the immune system, Ann. Immunol. (Inst. Past.), 125C, 373 Kephart, J.O., 1994. A biologically inspired immune system for computers artificial life IV. In: Brooks, R.A., MaesP., (Eds.), Proceedings of 4th International Workshop on the Synthesis and Simulation of Living Systems, MIT Press, pp. 130–139. Kepler, 1993, Somatic hypermutation in B cells: an optimal control treatment, J. Theor. Biol., 164, 37, 10.1006/jtbi.1993.1139 Neal, M.J., Hunt, J.E. Timmis, J., 1998. Augmenting an artificial immune system. In: Proceedings of IEEE International Conference Systems, lan and Cybernetics, San Diego, pp. 3821–3826. Perelson, 1989, Immune Network Theory, Immun. Rev., 110, 36 Timmis, J., Neal, M., Visualising artificial immune networks. Technical report no. NWA-DCS-00-034, University of Wales, Aberystwyth, 2000.