A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
暂无分享,去创建一个
Gang Wang | Dayou Liu | Jie Liu | Bo Yang | Hui-Ling Chen | Yi-Dong Chen | G. Wang | Bo Yang | Da-you Liu | Jie Liu | Huiling Chen | Yi-Dong Chen
[1] Fevzullah Temurtas,et al. A comparative study on thyroid disease diagnosis using neural networks , 2009, Expert Syst. Appl..
[2] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[3] Russell C. Eberhart,et al. A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.
[4] Kemal Polat,et al. A novel hybrid method based on artificial immune recognition system (AIRS) with fuzzy weighted pre-processing for thyroid disease diagnosis , 2007, Expert Syst. Appl..
[5] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[6] Steven Salzberg,et al. On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach , 1997, Data Mining and Knowledge Discovery.
[7] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[8] James Kennedy,et al. Particle swarm optimization , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.
[9] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[10] Thorsten Joachims,et al. Text Categorization with Support Vector Machines: Learning with Many Relevant Features , 1998, ECML.
[11] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[12] Chih-Jen Lin,et al. A Practical Guide to Support Vector Classication , 2008 .
[13] Saman K. Halgamuge,et al. Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients , 2004, IEEE Transactions on Evolutionary Computation.
[14] Federico Girosi,et al. Training support vector machines: an application to face detection , 1997, Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition.
[15] Olcay Kursun,et al. Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia , 2010, Journal of Medical Systems.
[16] Bernhard E. Boser,et al. A training algorithm for optimal margin classifiers , 1992, COLT '92.
[17] R. Eberhart,et al. Empirical study of particle swarm optimization , 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).
[18] Yue Shi,et al. A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).
[19] Aytürk Keles,et al. ESTDD: Expert system for thyroid diseases diagnosis , 2008, Expert Syst. Appl..
[20] Bernhard Schölkopf,et al. Feature selection for support vector machines by means of genetic algorithm , 2003, Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence.
[21] Ron Kohavi,et al. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.
[22] Esin Dogantekin,et al. An expert system based on Generalized Discriminant Analysis and Wavelet Support Vector Machine for diagnosis of thyroid diseases , 2011, Expert Syst. Appl..
[23] Corinna Cortes,et al. Support-Vector Networks , 1995, Machine Learning.
[24] Ron Kohavi,et al. Irrelevant Features and the Subset Selection Problem , 1994, ICML.
[25] Tulay Yildirim,et al. Diagnosis of thyroid disease using artificial neural network methods , 2002, Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02..