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題名:Application of Multi-label Classification Algorithm to Improve Diagnostic Quality of Heart Diseases
書刊名:品質學報
作者:楊婉華孔建民
作者(外文):Yang, Wan-huaKung, Chein-min
出版日期:2021
卷期:28:1
頁次:頁1-11
主題關鍵詞:機器學習隨機森林多標籤分類心臟衰竭Machine learningRandom forestMulti-label classificationHeart failure
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
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  • 點閱點閱:6
期刊論文
1.Alshurafa, N.、Sideris, C.、Pourhomayoun, M.、Kalantarian, H.、Sarrafzadeh, M.、Eastwood, J.(2017)。Remote health monitoring outcome success prediction using baseline and first month intervention data。IEEE Journal of Biomedical and Health Informatics,21(2),507-514。  new window
2.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
3.Guidi, G.、Pettenati, M. C.、Melillo, P.、Iadanza, E.(2014)。A machine learning system to improve heart failure patient assistance。IEEE Journal of Biomedical and Health Informatics,18(6),1750-1756。  new window
4.Kavakiotis, I.、Tsave, O.、Salifoglou, A.、Maglaveras, N.、Vlahavas, I.、Chouvarda, I.(2017)。Machine learning and data mining methods in diabetes research。Computational and Structural Biotechnology Journal,15,104-116。  new window
5.Nishara Banu, M. A.、Gomathy, B.(2013)。Disease predicting system using data mining techniques。International Journal of Technical Research and Applications,1(5),41-45。  new window
6.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),25-30。  new window
7.Peleg, M.、Tu, S.(2006)。Decision support, knowledge representation and management in medicine。Yearbook of Medical Informatics,45(1),72-80。  new window
8.Read, J.、Pfahringer, B.、Holmes, G.、Frank, E.(2011)。Classifier chains for multi-label classification。Machine Learning,85(3),333-359。  new window
9.Son, C.-S.、Kim, Y.-N.、Kim, H.-S.、Park, H.-S.、Kim, M.-S.(2012)。Decision-making model for early diagnosis of congestive heart failure using rough set and decision tree approaches。Journal of Biomedical Informatics,45(5),999-1008。  new window
10.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
11.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
12.Wiharto, W.、Kusnanto, H.、Herianto, H.(2016)。Intelligence system for diagnosis level of coronary heart disease with K-Star algorithm。Healthcare Informatics Research,22(1),30-38。  new window
13.Breiman, Leo(2001)。Random Forests。Machine Learning,45(1),5-32。  new window
會議論文
1.Sonawane, J. S.、Patil, D. R.(2014)。Prediction of heart disease using learning vector quantization algorithm。Conference on IT in Business, Industry and Government。  new window
 
 
 
 
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