Using data mining technique to diagnosis heart disease

ICSSBE 2012 - Proceedings, 2012 International Conference on Statistics in Science, Business and Engineering: "Empowering Decision Making with Statistical Sciences"

Volumn , Issue , 2012, Pages 91-93

  Muhammed, Lamia AbedNoor ^a  

^a UNIVERSITY OF AL QADISIYAH   (Iraq)

Author keywords

artificial diagnosis; medical data mining; na ve classifier

Indexed keywords

CLASSIFICATION TASKS; CLINICAL DATA; DATA MINING TECHNIQUES; DATA SETS; HEART DISEASE; HUMAN EXPERTISE; MEDICAL DATA MINING; PREDICTIVE MODELS; UCI REPOSITORY;

CARDIOLOGY; DIAGNOSIS; DISEASES;

DATA MINING;

EID: 84872967939     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSSBE.2012.6396533     Document Type: Conference Paper

References (14)

1. J. Soni, and others, "Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction", International journal of Computer Application,volume17, No. 8, March 2011.
2. B. Kovalerchuk, , E. Vityaev, and J. Ruiz, "Consistent and complete data and "expert" mining in medicine'. In: Cios, K. (ed.) Medical Data Mining and Knowledge Discovery, Springer, Heidelberg, pp. 238-280, 2001.
3. A. Kusiak, and others,"Data Mining: Medical and Engineering Case Studies", Proceedings of the Industrial Engineering Research 2000 Conference, Cleveland, Ohio, pp. 1-7, 2000.
4. A. Plamena, D. Maya, and R. Petia , DATA MINING LEARNING MODELS AND ALGORITHMS FOR MEDICAL APPLICATIONS, www.cvs.uab.es/~petia/maya%20sear3.pdf.
5. G., Anamika, K. Naveen, and B. Vasudha , "Analysis of Medical Data using Data Mining and Formal Concept Analysis", World Academy of Science, Engineering and Technology 11,pp. 61-64, 2005.
6. K. Siri, B. Vasudha, and K.,Harleen, "THE IMPACT OF DATA MINING TECHNIQUES ON MEDICAL DIAGNOSTICS', Data Science Journal, Volume 5, pp.119-126, 2006.
7. D. Ruben, Canlas Jr., "DATA MINING IN HEALTHCARE: CURRENT APPLICATIONS AND ISSUES", www..
8. S. Jyoti, and others, "Predictive Data Mining for Medical Diagnosis: An Overview of Heart Disease Prediction" , International Journal of Computer Applications (0975 - 8887) , Volume17, pp. 43-48, 2011
9. B.N. Lakshmi., and G. H. Raghunandhan, "A Conceptual Overview of Data Mining", Proceedings of the National Conference on Innovations in Emerging Technology-2011 Kongu Engineering College, Perundurai, Erode, Tamilnadu, India.17 & 18 February, 2011.pp.27-32.
10. I. Rish, "An empirical study of the naïve Bayes classifier", proceedings of IJCAI 2001, Workshop on Empirical Methods in Artificial, 2001.
11. H. Jiawei, and K. Michlin, "Data Mining: Concepts and Techniques", Morgan Kaufmawn Publishers, pp. 279-281, 2001.
12. H. David, M. Heikk, and S. Padhraic, "Principles of Data Mining", The MIT Press ©, 2001.
13. B. Christian, and G. Jorg, "A naïve Bayes Style Possibilistic Classifier" .
14. P. A. Flach, and N. Lachiche, "Naïve Bayesian Classification of Structured Data Learning", machine Learning, Kluwer Academic Publishers, vol. 57, pp. 233-269, 2004.