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題名:Detection of CAD Using Optimization Approach with Machine Learning Classification Techniques
書刊名:International Journal of Systematic Innovation
作者:SavitaRani, GeetaMittal, Apeksha
出版日期:2022
卷期:7:3
頁次:頁39-52
主題關鍵詞:Cardiovascular diseasesMachine learningOptimization techniquesCoronary artery diseases
原始連結:連回原系統網址new window
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  • 點閱點閱:7
期刊論文
1.Fatima, M.、Pasha, M.(2017)。Survey of machine learning algorithms for disease diagnostic。Journal of Intelligent Learning Systems and Applications,9(1),1-16。  new window
2.Tan, K. C.、Teoh, E. J.、Yu, Q.、Goh, K. C.(2009)。A hybrid evolutionary algorithm for attribute selection in data mining。Expert Systems With Applications,36(4),8616-8630。  new window
3.Vembandasamy, K.、Sasipriya, R.、Deepa, E.(2015)。Heart diseases detection using Naive Bayes algorithm。International Journal of Innovative Science, Engineering & Technology,2(9),441-444。  new window
4.Chaurasia, V.、Pal, S.(2013)。Data mining approach to detect heart diseases。International Journal of Advanced Computer Science and Information Technology,2(4),56-66。  new window
5.Otoom, A. F.、Abdallah, E. E.、Kilani, Y.、Kefaye, A.、Ashour, M.(2015)。Effective diagnosis and monitoring of heart disease。International Journal of Software Engineering and Its Applications,9(1),143-156。  new window
6.Arora, S.(2016)。A novel approach to notarize multiple datasets for medical services。Imperial Journal of Interdisciplinary Research,2(7),325-328。  new window
7.Gao, C.-z.、Cheng, Q.、He, P.、Susilo, W.、Li, J.(2018)。Privacy-preserving Naive Bayes classifiers secure against the substitution-then-comparison attack。Information Sciences,444,72-88。  new window
8.Parthiban, G.、Srivatsa, S. K.(2012)。Applying machine learning methods in diagnosing heart disease for diabetic patients。International Journal of Applied Information Systems,3(7),2249-0868。  new window
9.Yan, He、Ye, Qiaolin、Zhang, Tian'an、Yu, Dong-Jun、Yuan, Xia、Xu, Yiqing、Fu, Liyong(2018)。Least squares twin bounded support vector machines based on L1-norm distance metric for classification。Pattern Recognition,74,434-447。  new window
10.Khiarak, J. N.、Derakhshi, M. F.、Behrouzi, K.、Mazaheri, S.、Zamani-Harghalani, Y.、Tayebi, R. M.(2020)。New hybrid method for heart disease diagnosis utilizing optimization algorithm in feature selection。Health and Technology,10,667-678。  new window
11.Latha, C.、Christalin, Beulah、Jeeva, S. Carolin(2019)。Improving the accuracy of prediction of heart disease risk based on ensemble classification techniques。Informatics in Medicine Unlocked,16,(100203)1-(100203)9。  new window
12.Jaworski, M.、Duda, P.、Rutkowski, L.(2018)。New Splitting Criteria for Decision Trees in Stationary Data Streams。IEEE Transactions on Neural Net-works and Learning Systems,29,2516-2529。  new window
13.Pradhan, N.、Dhaka, V. S.、Rani, G.(2020)。Transforming view of medical images using deep learning。Neural Computation & Application,32,15043-15054。  new window
14.Rani, G.、Oza, M. G.、Dhaka, V. S.(2022)。Applying deep learning-based multi-modal for detection of coronavirus。Multimedia Systems,28,1251-1262。  new window
15.Zhang, S.、Cheng, D.、Deng, Z.、Zong, M.、Deng, X.(2018)。A novel kNN algorithm with data-driven k parameter computation。Pattern Recognition Letters,109,44-54。  new window
16.Liu, X.、Wang, X.、Su, Q.、Zhang, M.、Zhu, Y.、Wang, Q.、Wang, Q.(2017)。A hybrid classification system for heart disease diagnosis based on the RFRS method。Computational and mathematical methods in medicine,2017。  new window
會議論文
1.Arora, S.、Agarwal, M.、Mongia, S.(2021)。Comparative Analysis of Educational Job Performance Parameters for Organizational Success: A Review。  new window
2.Dave, M.、Garg, R.、Dua, M.、Hussien, J.(2021)。Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences。Algorithms for Intelligent Systems。Springer。  new window
3.Kundu, N.、Rani, G.、Dhaka, V. S.(2020)。Machine Learning and IoT based Disease Predictor and Alert Generator System764-769。  new window
4.Arora, Sapna、Agarwal, Manisha、Kawatra, Ruchi(2020)。Prediction of Educationist's Performance using Regression Model。7th International Conference on Computing for Sustainable Global Development,88-93。  new window
5.Wijaya, S. H.、Pamungkas, G. T.、Sulthan, M. Burhanis(2018)。Improving classifier performance using particle swarm optimization on heart disease detection。IEEE。603-608。  new window
學位論文
1.Pereira, N.(2019)。Using machine learning classification methods to detect the presence of heart disease(博士論文)。Technological University Dublin。  new window
圖書
1.Zipes, Douglas P.、Libby, Peter、Bonow, Robert O.、Mann, Douglas L.、Tomaselli, Gordon F.、Braunwald, Eugene(2018)。Braunwald's Heart Disease: A Textbook of Cardiovascular Medicine。Elsevier Health Sciences。  new window
圖書論文
1.Pradhan, Nitesh、Rani, Geeta、Dhaka, Vijaypal Singh、Poonia, Ramesh Chandra(2020)。Diabetes prediction using artificial neural network。Deep Learning Techniques for Biomedical and Health Informatics。Academic Press。  new window
 
 
 
 
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