An intelligent diagnosis system for diabetes on Linear Discriminant Analysis and Adaptive Network Based Fuzzy Inference System: LDA-ANFIS

Polat, 2008, A cascade learning system for classification of diabetes disease: Generalized discriminant analysis and least square support vector machine, Expert Syst. Appl., 34, 482, 10.1016/j.eswa.2006.09.012

K. Kayaer, T. Yıldırım, Medical diagnosis on Pima Indian diabetes using general regression neural networks, artificial neural networks and neural information processing (ICANN/ICONIP), Istanbul, Turkey, June 26–29, 2003, pp. 181–184

K.P. Bennett, J. Blue, A support vector machine approach to decision trees, R.P.I. Math., Report No. 97-100, Rensselaer Polytechnic Institute, Troy, NY, 1997

Friedman, 1997, Bayesian networks classifiers, Machine Learning, 29, 131, 10.1023/A:1007465528199

Avci, 2006, Speech recognition using a wavelet packet adaptive network based fuzzy inference system, Expert Syst. Appl., 31, 495, 10.1016/j.eswa.2005.09.058

Avci, 2008, A novel approach for digital radio signal classification: Wavelet Packet Energy-Multiclass Support Vector Machine (WPE-MSVM), Expert Syst. Appl., 34, 2140, 10.1016/j.eswa.2007.02.019

Dickhous, 1996, Classifying biosignals with wavelet network, IEEE Eng. Med. Biol., 103, 10.1109/51.537066

Bishop, 1996

Blake

F. Tang, H. Tao, Fast linear discriminant analysis using binary bases, in: Proc. of the 18th International Conference on Pattern Recognition (ICPR'06), 2006

P.N. Belhumeur, J. Hespanda, D. Kiregeman, Eigenfaces vs. fisherfaces: Recognition using class specific linear projection, IEEE PAMI, 1997

Avci, 2003, Modelling of tunnel diode by adaptive-network-based Fuzzy Inference System, Int. J. Comput. Intell., 1, 231

Kosko, 1991

J.S.R. Jang, C.T. Sun, Neuro-fuzzy modeling and control, in: Proceedings of the IEEE, March 1995

Jang, 1993, ANFIS: Adaptive network based fuzzy inference systems, IEEE Trans. Syst. Man Cybernet., 23, 665, 10.1109/21.256541

Avci, 2005, Intelligent target recognition based on wavelet adaptive network based fuzzy inference system, vol. 3522, 594

Comak, 2007, A decision support system based on support vector machines for diagnosis of the heart valve diseases, Comput. Biol. Med., 37, 21, 10.1016/j.compbiomed.2005.11.002

Polat, 2007, An expert system approach based on principal component analysis and adaptive neuro-fuzzy inference system to diagnosis of diabetes disease, Digital Signal Process., 17, 702, 10.1016/j.dsp.2006.09.005

Polat, 2008, Principles component analysis, fuzzy weighting pre-processing and artificial immune recognition system based diagnostic system for diagnosis of lung cancer, Expert Syst. Appl., 34, 214, 10.1016/j.eswa.2006.09.001

A. Watkins, AIRS: A resource limited artificial immune classifier, Master thesis, Mississippi State University, 2001