Title :
Computational intelligence: a tutorial
Author :
Micheli-Tzanakou, Evangelia
Author_Institution :
Dept. of Biomed. Eng., Rutgers Univ., NJ, USA
Abstract :
In this tutorial, a number of techniques in computational intelligence are discussed, as well as hybrid methods with applications in a variety of problems. The subject of feature extraction is also dealt with, since features are in most cases considered as inputs to neural networks. Parameter estimation and data normalization-two of the key problems in optimization-are also discussed. Some philosophical issues are raised in this paper
Keywords :
artificial intelligence; feature extraction; fuzzy logic; neural nets; optimisation; parameter estimation; computational intelligence techniques; data normalization; feature extraction; hybrid methods; neural networks; optimization; parameter estimation; tutorial; Biological neural networks; Circuits; Competitive intelligence; Computational intelligence; Computer networks; Humans; Machine intelligence; Neurons; Pattern recognition; Tutorial;
Conference_Titel :
Industrial Electronics, 1997. ISIE '97., Proceedings of the IEEE International Symposium on
Conference_Location :
Guimaraes
Print_ISBN :
0-7803-3936-3
DOI :
10.1109/ISIE.1997.651719
