An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach
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Gang Wang | Sujing Wang | Xin Sun | Hui-Ling Chen | Xin Xu | Chang-Cheng Huang | Xin-Gang Yu | G. Wang | Sujing Wang | Huiling Chen | Chang-Cheng Huang | Xin-Gang Yu | Xin Xu | Xin Sun
[1] Jack J. Jiang,et al. Phonatory impairment in Parkinson's disease: evidence from nonlinear dynamic analysis and perturbation analysis. , 2007, Journal of voice : official journal of the Voice Foundation.
[2] Olcay Kursun,et al. Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia , 2010, Journal of Medical Systems.
[3] Neha Singh,et al. Advances in the treatment of Parkinson's disease , 2007, Progress in Neurobiology.
[4] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[5] Dayou Liu,et al. A Computer Aided Diagnosis System for Thyroid Disease Using Extreme Learning Machine , 2012, Journal of Medical Systems.
[6] Theodoros Damoulas,et al. Multiclass Relevance Vector Machines: Sparsity and Accuracy , 2010, IEEE Transactions on Neural Networks.
[7] Gang Wang,et al. An Adaptive Fuzzy k-Nearest Neighbor Method Based on Parallel Particle Swarm Optimization for Bankruptcy Prediction , 2011, PAKDD.
[8] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[9] David G. Stork,et al. Pattern Classification , 1973 .
[10] Dayou Liu,et al. Design of an Enhanced Fuzzy k-nearest Neighbor Classifier Based Computer Aided Diagnostic System for Thyroid Disease , 2012, Journal of Medical Systems.
[11] Lindsay I. Smith,et al. A tutorial on Principal Components Analysis , 2002 .
[12] Max A. Little,et al. Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease , 2008, IEEE Transactions on Biomedical Engineering.
[13] Peter E. Hart,et al. Nearest neighbor pattern classification , 1967, IEEE Trans. Inf. Theory.
[14] Babak Shahbaba,et al. Nonlinear Models Using Dirichlet Process Mixtures , 2007, J. Mach. Learn. Res..
[15] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[16] T. Warren Liao,et al. Two manufacturing applications of the fuzzy K-NN algorithm , 1997, Fuzzy Sets Syst..
[17] R. Iansek,et al. Speech impairment in a large sample of patients with Parkinson's disease. , 1998, Behavioural neurology.
[18] Ying Huang,et al. Prediction of protein subcellular locations using fuzzy k-NN method , 2004, Bioinform..
[19] Dayou Liu,et al. A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis , 2011, Expert Syst. Appl..
[20] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[21] Paul Scheunders,et al. Genetic feature selection combined with composite fuzzy nearest neighbor classifiers for hyperspectral satellite imagery , 2002, Pattern Recognit. Lett..
[22] Arif Gülten,et al. Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms , 2011, Comput. Methods Programs Biomed..
[23] Gang Wang,et al. Support Vector Machine Based Diagnostic System for Breast Cancer Using Swarm Intelligence , 2012, Journal of Medical Systems.
[24] Tom Fawcett,et al. ROC Graphs: Notes and Practical Considerations for Researchers , 2007 .
[25] Chih-Jen Lin,et al. A Practical Guide to Support Vector Classication , 2008 .
[26] Raouf N. Gorgui-Naguib,et al. A fuzzy logic based-method for prognostic decision making in breast and prostate cancers , 2003, IEEE Transactions on Information Technology in Biomedicine.
[27] Gang Wang,et al. A novel bankruptcy prediction model based on an adaptive fuzzy k-nearest neighbor method , 2011, Knowl. Based Syst..
[28] João Paulo Papa,et al. Improving Parkinson's disease identification through evolutionary-based feature selection , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[29] T. Warren Liao,et al. Medical data mining by fuzzy modeling with selected features , 2008, Artif. Intell. Medicine.
[30] Resul Das,et al. A comparison of multiple classification methods for diagnosis of Parkinson disease , 2010, Expert Syst. Appl..
[31] Gang Wang,et al. A new hybrid method based on local fisher discriminant analysis and support vector machines for hepatitis disease diagnosis , 2011, Expert Syst. Appl..
[32] Ron Kohavi,et al. A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection , 1995, IJCAI.
[33] Freddie Åström,et al. A parallel neural network approach to prediction of Parkinson's Disease , 2011, Expert Syst. Appl..
[34] James M. Keller,et al. A fuzzy K-nearest neighbor algorithm , 1985, IEEE Transactions on Systems, Man, and Cybernetics.
[35] Pasi Luukka,et al. Feature selection using fuzzy entropy measures with similarity classifier , 2011, Expert Syst. Appl..
[36] Nawwaf N. Kharma,et al. Advances in Detecting Parkinson's Disease , 2010, ICMB.
[37] Cemal Köse,et al. A Statistical Segmentation Method for Measuring Age-Related Macular Degeneration in Retinal Fundus Images , 2010, Journal of Medical Systems.
[38] Der-Chiang Li,et al. A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets , 2011, Artif. Intell. Medicine.
[39] Seung-Yeon Kim,et al. Prediction of protein solvent accessibility using fuzzy k-nearest neighbor method , 2005, Bioinform..