Heart disease prediction system using k-Nearest neighbor algorithm with simplified patient's health parameters
暂无分享,去创建一个
Muhammad Suryanegara | Dadang Gunawan | I Ketut Agung Enriko | D. Gunawan | M. Suryanegara | I. K. A. Enriko | Dadang Gunawan
[1] Yong Hu,et al. The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature , 2011, Decis. Support Syst..
[2] Ian H. Witten,et al. Data mining in bioinformatics using Weka , 2004, Bioinform..
[3] M. R. Shafiee-Chafi,et al. A Novel Fuzzy Based Method for Heart Rate Variability Prediction , 2014 .
[4] Zhong Fan,et al. M2M communications for e-health: Standards, enabling technologies, and research challenges , 2012, 2012 6th International Symposium on Medical Information and Communication Technology (ISMICT).
[5] Mostefa Mesbah,et al. Newborn EEG seizure detection based on interspike space distribution in the time-frequency domain , 2007 .
[6] Saurabh Pal,et al. Early Prediction of Heart Diseases Using Data Mining Techniques , 2013 .
[7] G. D'Agostini,et al. A Multidimensional unfolding method based on Bayes' theorem , 1995 .
[8] Geert Wets,et al. A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model , 2000, KDD '00.
[9] Irina Rish,et al. An empirical study of the naive Bayes classifier , 2001 .
[10] R. Suganya,et al. Data Mining Concepts and Techniques , 2010 .
[11] M. J. del Jesus,et al. Web usage mining to improve the design of an e-commerce website: OrOliveSur.com , 2012, Expert Syst. Appl..
[12] Cristina Elena Turcu,et al. The 2 nd International Conference on Integrated Information Internet of Things as Key Enabler for Sustainable Healthcare Delivery , 2013 .
[13] Sungmo Jung,et al. An Optimization Scheme for M2M-Based Patient Monitoring in Ubiquitous Healthcare Domain , 2012, Int. J. Distributed Sens. Networks.
[14] Majid Ahmadi,et al. Investigating the Performance of Naive- Bayes Classifiers and K- Nearest Neighbor Classifiers , 2007, 2007 International Conference on Convergence Information Technology (ICCIT 2007).
[15] Ahmad Basheer Hassanat,et al. Solving the Problem of the K Parameter in the KNN Classifier Using an Ensemble Learning Approach , 2014, ArXiv.
[16] P. Libby,et al. Braunwald's Heart Disease: A Textbook of Cardiovascular Medicine, 2-Volume Set, 9th Edition Expert Consult Premium Edition €“ Enhanced Online Features , 2011 .
[17] G.Karthiga,et al. Heart Disease Analysis System Using DataMining Techniques , 2014 .
[18] Y Zare Mehrjerdi,et al. A Novel Continuous KNN Prediction Algorithm to Improve Manufacturing Policies in a VMI Supply Chain , 2014 .
[19] K. Usha Rani,et al. ENSEMBLE DECISION TREE CLASSIFIER FOR BREAST CANCER DATA , 2012 .
[20] Philip S. Yu,et al. Top 10 algorithms in data mining , 2007, Knowledge and Information Systems.
[21] D. Gunawan,et al. Designing machine-to-machine (M2M) system in health-cure modeling for cardiovascular disease patients: Initial study , 2015, 2015 3rd International Conference on Information and Communication Technology (ICoICT).
[22] Abdul R. Shaikh,et al. INTELLIGENT HEART DISEASE PREDICTION SYSTEM WITH MONGODB , 2015 .
[23] B. Thuraisingham. A primer for understanding and applying data mining , 2000 .
[24] Qin Ding,et al. k-nearest Neighbor Classification on Spatial Data Streams Using P-trees , 2002, PAKDD.
[25] Leif E. Peterson. K-nearest neighbor , 2009, Scholarpedia.
[26] Rong-Ho Lin,et al. An intelligent model for liver disease diagnosis , 2009, Artif. Intell. Medicine.
[27] David C. Yen,et al. Applying data mining to telecom churn management , 2006, Expert Syst. Appl..
[28] D. Mozaffarian,et al. Executive summary: heart disease and stroke statistics--2012 update: a report from the American Heart Association. , 2012, Circulation.
[29] Victor C. M. Leung,et al. A Survey of Recent Developments in Home M2M Networks , 2014, IEEE Commun. Surv. Tutorials.