| 期刊論文1. | Hsu, C.-W.、Lin, C.-J.(2002)。A comparison of methods for multiclass support vector machines。IEEE Transactions on Neural Networks,13(2),415-425。 | 2. | Sun, Yanmin、Wong, Andrew K. C.、Kamel, Mohamed S.(2009)。Classification of Imbalanced Data: A Review。International Journal of Pattern Recognition and Artificial Intelligence,23(4),687-719。 | 3. | Powers, David M. W.(2011)。Evaluation: From Precision, Recall and F-Measure to ROC, Informedness, Markedness & Correlation。International Journal of Machine Learning Technology,2(1),37-63。 | 4. | 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。 | 5. | Breiman, Leo(2001)。Random Forests。Machine Learning,45(1),5-32。 | 6. | Akrimi, J. A.、Ahmad, A. R.、George, L. E.(2013)。Review of machine learning techniques in anemia recognition。International Journal of Science and Research,2(3),140-142。 | 7. | Akter, F.、Hossin, M.、Daiyan, G.、Hossain, M.(2018)。Classification of hematological data using data mining technique to predict diseases。Journal of Computer and Communications,6,76-83。 | 8. | AlAgha, A. S.、Faris, H.、Hammo, B. H.、Al-Zoubi, A. M.(2018)。Identifying ß-thalassemia carriers using a data mining approach: the case of the Gaza Strip, Palestine。Artificial Intelligence in Medicine,88,70-83。 | 9. | Ali, J.、Ahmad, A. R.、George, L. E.、Der, C. S.、Aziz, S.(2013)。A review of machine learning techniques and statistical models in anaemia。International Journal of Science & Technology,2(2),171-175。 | 10. | Amin, N.、Habib, A.(2015)。Comparison of different classification techniques using WEKA for hematological data。American Journal of Engineering Research,4(3),55-61。 | 11. | 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。 | 12. | Iyer, A.、Jeyalatha, S.、Sumbaly, R.(2015)。Diagnosis of diabetes using classification mining techniques。International Journal of Data Mining & Knowledge Management Process,5(1),1-14。 | 13. | Janz, T. G.、Johnson, R. L.、Rubenstein, S. D.(2013)。Anemia in the emergency department: evaluation and treatment。Emergency Medicine Practice,15(11),1-15。 | 14. | 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。 | 15. | Veluchamy, M.、Perumal, K.、Ponuchamy, T.(2012)。Feature extraction and classification of blood cells using artificial neural network。American Journal of Applied Sciences,9(5),615-619。 | 16. | Zhou, Z.-H.、Liu, X.-Y.(2006)。Training cost-sensitive neural networks with methods addressing the class imbalance problem。IEEE Transactions on Knowledge and Data Engineering,18(1),63-77。 | 會議論文1. | Bashir, S.、Qamar, U.、Khan, F. H.、Javed, M. Y.(2014)。An efficient rule-based classification of diabetes using ID3, C4.5, & CART Ensembles。12th International Conference on Frontiers of Information Technology。 | 2. | Bellinger, C.、Amid, A.、Japkowicz, N.、Japkowicz, N.、Victor, H.(2015)。Multi-label classification of anemia patients。IEEE 14th International Conference on Machine Learning and Applications。 | 3. | Huang, F.、Wang, S.、Chan, C.-C.(2012)。Predicting disease by using data mining based on healthcare information system。IEEE International Conference on Granular Computing。 | 4. | Poomcokrak, J.、NeatpisaRNvanit, C.(2008)。Red blood cells extraction and counting。The 3rd International Symposium on Biomedical Engineering。 | 5. | Sanap, S. A.、Nagori, M.、Kshirsagar, V.(2011)。Classification of anemia using data mining techniques。Swarm, Evolutionary, and Memetic Computing: Second International Conference,(會議日期: December 19-21, 2011),113-121。 | |