TY - GEN
T1 - Data analysis using artificial immune systems, cluster analysis and Kohonen networks
T2 - 1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics'
AU - Timmis, Jon
AU - Neal, Mark
AU - Hunt, John
N1 - Neal M J Timmis J and Hunt J. Data analysis with artificial immune systems, cluster
analysis and kohonen networks: some comparisons. In Proceedings of IEEE
international conference of systems, man and cybernetics, pages 922-927, Tokyo,
1999. IEEE.
PY - 1999
Y1 - 1999
N2 - A novel data analysis technique inspired by the human immune system AIS (the artificial immune system) is examined. For this purpose, a reworked and improved theoretical foundation of the artificial immune system algorithm, that gives good quality results with benchmark data, is introduced. The effectiveness of the IAS and its visualization as an aid to the data mining and knowledge discovery processes is discussed.
AB - A novel data analysis technique inspired by the human immune system AIS (the artificial immune system) is examined. For this purpose, a reworked and improved theoretical foundation of the artificial immune system algorithm, that gives good quality results with benchmark data, is introduced. The effectiveness of the IAS and its visualization as an aid to the data mining and knowledge discovery processes is discussed.
UR - http://www.scopus.com/inward/record.url?scp=0004970351&partnerID=8YFLogxK
M3 - Conference Proceeding (Non-Journal item)
VL - 3
T3 - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
SP - 922
EP - 927
BT - Proceedings of the IEEE International Conference on Systems, Man and Cybernetics
Y2 - 12 October 1999 through 15 October 1999
ER -