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Volumn , Issue , 2013, Pages 265-270

An empirical study on applying data mining techniques for the analysis and prediction of heart disease

Author keywords

Classification; Clustering; Data Mining; Decision Tree; Na ve Bayes

Indexed keywords

CLUSTERING; EFFECTIVE ANALYSIS; EMPIRICAL STUDIES; HEALTH-CARE SYSTEM; HEART DISEASE; HYBRID TECHNIQUES; PREDICTION OF HEART DISEASE; ROOT CAUSE;

EID: 84879877426     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICES.2013.6508204     Document Type: Conference Paper
Times cited : (20)

References (38)
  • 1
    • 80055106194 scopus 로고    scopus 로고
    • Enhanced prediction of heart disease with feature subset selection using genetic algorithm
    • Anbarasi.M, Anupriya and Iyengar "Enhanced Prediction of Heart Disease with Feature Subset Selection using Genetic Algorithm", International Journal of Engineering and Technology, Vol 2(10), 2010, pp 5370-5376
    • (2010) International Journal of Engineering and Technology , vol.2 , Issue.10 , pp. 5370-5376
    • Anbarasi, M.A.1    Iyengar2
  • 2
    • 84873183004 scopus 로고    scopus 로고
    • Clinical decision support system: Risk level prediction of heart disease using data mining algorithms
    • Annoj P.K.," Clinical decision support system: Risk level prediction of heart disease using Data Mining Algorithms", Journal of King Saud University-Computer and Information Sciences, 2012,pp 27-40
    • (2012) Journal of King Saud University-Computer and Information Sciences , pp. 27-40
    • Annoj, P.K.1
  • 4
    • 84929913812 scopus 로고    scopus 로고
    • Development of data clustering algorithm for predicting heart
    • June
    • Bala Sundar V, "Development of Data Clustering Algorithm for predicting Heart", IJCA, Vol 48(7), June 2012, pp 8-13
    • (2012) IJCA , vol.48 , Issue.7 , pp. 8-13
    • Bala Sundar, V.1
  • 8
    • 50249131330 scopus 로고    scopus 로고
    • Predicting coronary artery disease using different artificial neural network models
    • Cengiz colak.M, Cemiz colak and Hasan Kocatruk "Predicting coronary artery disease using different artificial neural network models", CAD and Artificial neural network, pp 249-254, 2008
    • (2008) CAD and Artificial Neural Network , pp. 249-254
    • Cengiz, C.M.1    Colak, C.2    Kocatruk, H.3
  • 9
    • 84879862884 scopus 로고    scopus 로고
    • Improved Study of Heart Disease Prediction System using Data Mining Classification Techniques
    • June
    • Chaltrali S. Dangare and Sulabha, "Improved Study of Heart Disease Prediction System using Data Mining Classification Techniques", IJCA, Vol 47(10), pp 44-48, June 2012
    • (2012) IJCA , vol.47 , Issue.10 , pp. 44-48
    • Dangare, C.S.1    Sulabha2
  • 10
    • 84860005975 scopus 로고    scopus 로고
    • HDPS: Heart disease prediction system
    • ISSN 0276-6574
    • Chen A.H., "HDPS: Heart Disease Prediction System", Computing in Cardiology, ISSN 0276-6574, pp 557-560, 2011
    • (2011) Computing in Cardiology , pp. 557-560
    • Chen, A.H.1
  • 11
    • 84876778854 scopus 로고    scopus 로고
    • Association rule for classification of heart attack patients
    • Deepika. N, "Association Rule for Classification of Heart Attack patients", IJAEST, Vol 11(2), pp 253-257, 2011
    • (2011) IJAEST , vol.11 , Issue.2 , pp. 253-257
    • Deepika, N.1
  • 12
    • 84867489523 scopus 로고    scopus 로고
    • Knowledge discovery from mining association rules for Heart disease Prediction
    • Jabbar M.A., "Knowledge discovery from mining association rules for Heart disease Prediction", JATIT, Vol 41(2), pp 166-174, 2012
    • (2012) JATIT , vol.41 , Issue.2 , pp. 166-174
    • Jabbar, M.A.1
  • 13
    • 84879425850 scopus 로고    scopus 로고
    • Intelligent and effective heart disease prediction system using weighted associate classifer
    • June
    • Jyothi Soni, Uzma ansari and Dipesh Ansari "Intelligent and Effective Heart Disease Prediction System using Weighted Associate Classifer", IJCSE, Vol 3(6), pp 2385-2392, June 2011
    • (2011) IJCSE , vol.3 , Issue.6 , pp. 2385-2392
    • Soni, J.1    Ansari, U.2    Ansari, D.3
  • 14
    • 84879877647 scopus 로고    scopus 로고
    • Prediction of risk score for heart disease in india using machine intelligence
    • K.Rajeswari, "Prediction of Risk Score for Heart Disease in India using Machine Intelligence",IPCSIT, Vol 4, 2011
    • (2011) IPCSIT , vol.4
    • Rajeswari, K.1
  • 15
    • 80155158576 scopus 로고    scopus 로고
    • Modeling and designing of evolutionary neural network for heart disease prediction
    • September
    • Kavitha K.S, "Modeling and designing of evolutionary neural network for heart disease prediction", IJCSI, Vol 7(5), pp 272-283, September 2010
    • (2010) IJCSI , vol.7 , Issue.5 , pp. 272-283
    • Kavitha, K.S.1
  • 16
    • 79960295545 scopus 로고    scopus 로고
    • Intelligent heart disease prediction system using canfis and genetic algorithm
    • Latha Parthiban and R.Subramanian, "Intelligent Heart Disease Prediction System using CANFIS and Genetic Algorithm", International Journal of Biological and Life Sciences, Vol 3(3), pp157-160,2007
    • (2007) International Journal of Biological and Life Sciences , vol.3 , Issue.3 , pp. 157-160
    • Parthiban, L.1    Subramanian, R.2
  • 17
    • 85007113200 scopus 로고    scopus 로고
    • One dependency augmented naïve bayes
    • Liangxiao. J, Harry.Z, Zhihua.C and Jiang.S "One Dependency Augmented Naïve Bayes", ADMA, pp 186-194, 2005
    • (2005) ADMA , pp. 186-194
    • Liangxiao, J.1    Harry, Z.2    Zhihua, C.3    Jiang, S.4
  • 19
    • 84866851639 scopus 로고    scopus 로고
    • Review of data mining classification model in cardio vascular disease diagnosis
    • Milan Kumari and Sunila Godara, "Review of Data Mining Classification Model in Cardio Vascular Disease diagnosis", IJCA, 2011
    • (2011) IJCA
    • Kumari, M.1    Godara, S.2
  • 20
    • 84866851639 scopus 로고    scopus 로고
    • Comparative study of data mining classification methods in cardio-vascular disease prediction
    • June
    • Milan Kumari and Sunila Godara, "Comparative Study of Data Mining Classification Methods in Cardio-Vascular Disease Prediction", IJCST, Vol 2(2), June 2011
    • (2011) IJCST , vol.2 , Issue.2
    • Kumari, M.1    Godara, S.2
  • 21
    • 84879858453 scopus 로고    scopus 로고
    • A novel approach for heart disease diagnosis using data mining and fuzzy logic
    • September
    • Nidhi Bhatia and Kiran Jyothi, "A Novel Approach for heart disease diagnosis using Data Mining and Fuzzy logic", IJCA, Vol 54(17), pp 16-21, September 2012
    • (2012) IJCA , vol.54 , Issue.17 , pp. 16-21
    • Bhatia, N.1    Jyothi, K.2
  • 22
    • 84879874697 scopus 로고    scopus 로고
    • Assessment of the risk factors of heart attack using frequent feature selection method
    • ISSN 0988-0382, March
    • Nithya N.S, Sarumathi. S and Dr. Duraisamy. K " Assessment of the risk factors of Heart Attack using frequent feature Selection Method", International Journal of Communications and Enggineering, Vol 1(1), ISSN 0988-0382, pp 127-133, March 2012
    • (2012) International Journal of Communications and Enggineering , vol.1 , Issue.1 , pp. 127-133
    • Nithya, N.S.1    Sarumathi, S.2    Duraisamy, K.3
  • 23
    • 84867960146 scopus 로고    scopus 로고
    • Artificial neural network in Medical Diagnosis
    • March
    • Qeethara Kadhim Al. Shayea, "Artificial neural network in Medical Diagnosis", IJCSI, Vol 3(2), March 2011
    • (2011) IJCSI , vol.3 , Issue.2
    • Kadhim, Q.1    Shayea, Al.2
  • 24
    • 84857483389 scopus 로고    scopus 로고
    • An intelligent system for mining temporal rules in clinical database using fuzzy neural network
    • R. Setthukkarase and Kannan "An Intelligent System for mining Temporal rules in Clinical database using Fuzzy neural network",European Journal of Scientific Research, ISSN 1450-216, Vol 70(3), pp 386-395, 2012
    • (2012) European Journal of Scientific Research, ISSN 1450-216 , vol.70 , Issue.3 , pp. 386-395
    • Setthukkarase, R.1    Kannan2
  • 25
    • 67649087697 scopus 로고    scopus 로고
    • Intelligent heart disease prediction system using data mining techniques
    • Aug
    • Rafiah Awang and Palaniappan. S "Intelligent Heart Disease Prediction System Using Data Mining techniques", IJCSNS, Vol 8(8), pp 343-350, Aug 2008
    • (2008) IJCSNS , vol.8 , Issue.8 , pp. 343-350
    • Awang, R.1    Palaniappan, S.2
  • 26
    • 84879873470 scopus 로고    scopus 로고
    • Web based heart disease decision support system using data mining classification modeling techniques
    • Rafiah Awang and Palaniappan. S "Web based Heart Disease Decision Support System using Data Mining Classification Modeling techniques", Proceedings of iiWAS, pp 177-187, 2007
    • (2007) Proceedings of IiWAS , pp. 177-187
    • Awang, R.1    Palaniappan, S.2
  • 27
    • 84988924777 scopus 로고    scopus 로고
    • Probability based heart disease prediction using data mining techniques
    • Dec
    • Raghu. D.Dr, "Probability Based Heart Disease Prediction using Data Mining Techniques", IJCST, Vol 2(4), pp 66-68, Dec 2011
    • (2011) IJCST , vol.2 , Issue.4 , pp. 66-68
    • Raghu, D.1
  • 28
    • 84920984233 scopus 로고    scopus 로고
    • Improving the performance of data mining algorithm in health care data
    • Santhi. P, "Improving the performance of Data Mining Algorithm in Health Care data", IJCST, Vol 2(3), 2011
    • (2011) IJCST , vol.2 , Issue.3
    • Santhi, P.1
  • 29
    • 79951743393 scopus 로고    scopus 로고
    • Rule selection for coronary artery disease diagnosis based on rough set
    • Dec
    • Setiawan N.A, " Rule Selection for Coronary Artery Disease Diagnosis Based on Rough Set",International Journal of Recent Trends in Engineering, Vol 2(5), pp 198-202, Dec 2009
    • (2009) International Journal of Recent Trends in Engineering , vol.2 , Issue.5 , pp. 198-202
    • Setiawan, N.A.1
  • 30
    • 67649109094 scopus 로고    scopus 로고
    • Intelligent and effective heart attack prediction system using data mining and artifical neural network
    • Shantakumar B.Patil, "Intelligent and Effective Heart Attack Prediction System using Data Mining and Artifical Neural Network", European Journal of Scientific Research, Vol 31(4), pp 642-656, 2009
    • (2009) European Journal of Scientific Research , vol.31 , Issue.4 , pp. 642-656
    • Patil, S.B.1
  • 31
    • 67649134580 scopus 로고    scopus 로고
    • Extraction of significant patterns from heart disease ware houses for heart attack prediction
    • Feb
    • Shanthakumar B. Patil, "Extraction of Significant patterns from Heart Disease Ware Houses for Heart Attack Prediction", IJCSNS, Vol 9(2), pp 228-235, Feb 2009
    • (2009) IJCSNS , vol.9 , Issue.2 , pp. 228-235
    • Patil, S.B.1
  • 33
    • 33751538314 scopus 로고    scopus 로고
    • The impact of data mining techniques on medical diagnostics
    • October
    • Siri Krishnan Wasan, Vasutha Bhatnagar and Harleen Kaur "The Impact of Data Mining techniques on medical diagnostics", Data Science Journal, Vol 5(19), pp 119-126, October 2006
    • (2006) Data Science Journal , vol.5 , Issue.19 , pp. 119-126
    • Krishnan Wasan, S.1    Bhatnagar, V.2    Kaur, H.3
  • 34
    • 78649415139 scopus 로고    scopus 로고
    • Application of data mining techniques in health care and prediction of heart attack
    • Srinivas, Kavitha Rani and Dr. Govarthan, "Application of Data Mining Techniques in Health Care and Prediction of Heart Attack", IJCSE, Vol 2(2), pp 250-255, 2010
    • (2010) IJCSE , vol.2 , Issue.2 , pp. 250-255
    • Srinivas, K.R.1    Govarthan, Dr.2
  • 35
    • 84879852866 scopus 로고    scopus 로고
    • Decision support in heart disease prediction system using naïve bayes
    • ISSN 0976-5166 May
    • Subbulakshmi, Ramesh and Chinna Rao "Decision Support in Heart Disease Prediction System using Naïve Bayes", IJCSE, ISSN 0976-5166, Vol 2(2), May 2011
    • (2011) IJCSE , vol.2 , Issue.2
    • Subbulakshmi, R.1    Rao, C.2
  • 36
    • 84879873244 scopus 로고    scopus 로고
    • Utilization of data mining approaches for prediction of life threatening disease survivability
    • March
    • Sudha.A, Gayathri.p and Jaishankar. N "Utilization of Data Mining Approaches for prediction of life Threatening Disease Survivability", IJAC (0975-8887), Vol 14(17), March 2012
    • (2012) IJAC (0975-8887 , vol.14 , Issue.17
    • Sudha, A.1    Gayathri, P.2    Jaishankar, N.3
  • 37
    • 84865762361 scopus 로고    scopus 로고
    • Predictive data mining for medical diagnosis: An overview of heart disease prediction
    • March
    • Jyothi. S, Ujma.A, Dipesh. S and Sunita. S "Predictive Data Mining for Medical Diagnosis : An Overview of Heart Disease Prediction", IJCA, Vol 17(8), pp 43-48, March 2011
    • (2011) IJCA , vol.17 , Issue.8 , pp. 43-48
    • Jyothi, S.1    Ujma, A.2    Dipesh, S.3    Sunita, S.4
  • 38
    • 84880048670 scopus 로고    scopus 로고
    • Analysis of heart disease dataset using neural network approach
    • Sep
    • Usha. K Dr, "Analysis of Heart Disease Dataset using Neural network approach", IJDKP, Vol 1(5), Sep 2011
    • (2011) IJDKP , vol.1 , Issue.5
    • Usha, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.