Cuckoo Search Optimized Reduction and Fuzzy Logic Classifier for Heart Disease and Diabetes Prediction

作者: Thippa Reddy Gadekallu , Neelu Khare

DOI: 10.4018/IJFSA.2017040102

关键词: Artificial intelligenceCuckoo searchFuzzy logicClassifier (UML)Data miningNeuro-fuzzyMachine learningMathematicsFuzzy classificationRough setSoft computingFuzzy set operations

摘要: … algorithms, namely, DT for classifying and generating rules, it is relatively very fast and efficient in generating … (I) and Moving Average (MA), combination of these three models produce 2 …

参考文章(37)
Nguyen Cong Long, Phayung Meesad, Herwig Unger, A highly accurate firefly based algorithm for heart disease prediction Expert Systems With Applications. ,vol. 42, pp. 8221- 8231 ,(2015) , 10.1016/J.ESWA.2015.06.024
P. K. Srimani, Manjula Sanjay Koti, Knowledge Discovery in Medical Data by using Rough Set Rule Induction Algorithms Indian journal of science and technology. ,vol. 7, pp. 905- 915 ,(2014) , 10.17485/IJST/2014/V7I7/44729
Kees Jong, Jérémie Mary, Antoine Cornuéjols, Elena Marchiori, Michèle Sebag, Ensemble feature ranking european conference on principles of data mining and knowledge discovery. pp. 267- 278 ,(2004) , 10.1007/978-3-540-30116-5_26
T. Santhanam, E. P. Ephzibah, Heart Disease Prediction Using Hybrid Genetic Fuzzy Model Indian journal of science and technology. ,vol. 8, pp. 797- 803 ,(2015) , 10.17485/IJST/2015/V8I9/52930
Javed Khan, Jun S Wei, Markus Ringner, Lao H Saal, Marc Ladanyi, Frank Westermann, Frank Berthold, Manfred Schwab, Cristina R Antonescu, Carsten Peterson, Paul S Meltzer, None, Classification and diagnostic prediction of cancers using gene expression profiling and artificial neural networks Nature Medicine. ,vol. 7, pp. 673- 679 ,(2001) , 10.1038/89044
Sandrine Dudoit, Jane Fridlyand, Terence P Speed, None, Comparison of discrimination methods for the classification of tumors using gene expression data Journal of the American Statistical Association. ,vol. 97, pp. 77- 87 ,(2002) , 10.1198/016214502753479248
Yoichi Hayashi, Rudy Setiono, Katsumi Yoshida, A comparison between two neural network rule extraction techniques for the diagnosis of hepatobiliary disorders Artificial Intelligence in Medicine. ,vol. 20, pp. 205- 216 ,(2000) , 10.1016/S0933-3657(00)00064-6
Mirela Ovreiu, Dan Simon, Biogeography-based optimization of neuro-fuzzy system parameters for diagnosis of cardiac disease genetic and evolutionary computation conference. pp. 1235- 1242 ,(2010) , 10.1145/1830483.1830706
YL Zhang, N Guo, H Du, WH Li, None, Automated defect recognition of C-SAM images in IC packaging using Support Vector Machines The International Journal of Advanced Manufacturing Technology. ,vol. 25, pp. 1191- 1196 ,(2005) , 10.1007/S00170-003-1942-1