Data mining technique on cardioid graph based ECG biometric authentication

Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Biomed 2011

Volumn , Issue , 2011, Pages 53-57

  Sidek, Khairul ^a   Sufi, Fahim ^a   Khalil, Ibrahim ^a  

^a RMIT UNIVERSITY   (Australia)

Author keywords

Bayes Network; Biomedical signal processing; Cardioid; ECG biometrics; Patient monitoring

Indexed keywords

BAYES NETWORKS; BIOMEDICAL SIGNAL PROCESSING; BIOMETRIC AUTHENTICATION; BIOMETRIC IDENTIFICATIONS; BIOMETRIC TEMPLATE; CARDIOID; CARTESIAN COORDINATE; CLASSIFICATION ACCURACY; DATA MINING TECHNIQUES; ECG RECORDING; EUCLIDEAN DISTANCE; FIXED POINTS; GRAPH-BASED; NEW DIMENSIONS; NORMAL SINUS RHYTHM; PATIENT CARE; PERSON IDENTIFICATION;

AUTHENTICATION; BIOMEDICAL ENGINEERING; BIOMETRICS; DATABASE SYSTEMS; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; PATIENT MONITORING; SIGNAL PROCESSING;

DATA MINING;

EID: 79958086211     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2316/P.2011.723-144     Document Type: Conference Paper

References (27)

1. World Health Organisation. Global age-friendly cities project. Technical report, WHO: Geneva, Switzerland, 2007.
2. HelpAge International. Population ageing and devel-opment: new strategies for social protection. Technical report, HelpAge International, London, UK, 2003.
3. World Health Organisation. Social development and ageing: crisis or opportunity? Technical report, WHO: Geneva, Switzerland, 2000.
4. T. J. Dishongh and M. McGrath. Wireless Sensor Networks for Healthcare Applications. Artech House, 2010. 5 pp.
5. F. Sufi, I. Khalil, and Z. Tari. A cardiod based technique to identify cardiovascular diseases using mobile phones and body sensors. Engineering in Medicine and Biology Society, 2010. EMBS 2010. 32th Annual International Conference of the IEEE, Buenos Aires, Argentina, Aug. 2010.
6. F. Sufi, I. Khalil, and I. Habib. Cardioids-based faster authentication and diagnosis of remote cardiovascular patients. Security and Communication Networks, Wiley InterScience (Accepted), 2010.
7. F. Sufi, Q. Fang, I. Khalil, and S. S. Mahmoud. Novel methods of faster cardiovascular diagnosis in wireless telecardiology. IEEE Journal on Selected Areas in Communications, 27(4), May 2009.
8. F. Sufi and I. Khalil. Diagnosis of cardiovascular abnormalities from compressed ecg: A data mining based approach. 9th International Conference on Information Technology and Applications in Biomedicine, Larnaca, Cyprus, Nov. 2009.
9. Fahim Sufi, Qiang Fang, and I. Cosic. A mobile phone based intelligent scoring approach for assessment of critical illness. International Conference on Technology and Applications in Biomedicine, 2008. ITAB 2008, pages 290-293, May 2008.
10. F. Sufi, Q. Fang, and I. Cosic. Ecg r-r peak detection on mobile phones. Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE, pages 3697-3700, Aug. 2007.
11. F. Sufi and I. Khalil. Enforcing secured ecg transmission for realtime telemonitoring: A joint encoding, compression, encryption mechanism. Security and Communication Networks, 1(5):389 - 405, 2008.
12. Fahim Sufi, Qiang Fang, S.S. Mahmoud, and I. Cosic. A mobile phone based intelligent telemonitoring platform. Medical Devices and Biosensors, 2006. 3rd IEEE/EMBS International Summer School on ISS-MDBS, pages 101-104, Sept. 2006. (Pubitemid 47131173)
13. A. D. C. Chan, M. M. Hamdy, A. Badre, and V. Badee. Wavelet distance measure for person identification using electrocardiograms. IEEE Transcation on Instrumentation and Measurement, 57(2): 248-253, 2008. (Pubitemid 351266577)
14. Lena Biel, Ola Petersson, Lenart Philipson, and Peter Wide. Ecg analysis: A new approach in human identification. In IEEE Transacation on Instrument Measurement, volume 50, 2001.
15. Masaki Kyoso and Akihiko Uchiyama. Development of an ecg identification system. In Proceedings of IEEE EMBS Conference, volume 4, pages 3721-3723, 2001. (Pubitemid 35389489)
16. Tsu-Wang Shen. Ecg analysis for the human identification. Master's thesis, Biomedical Engineering, University of Wisconsin Madison, 2001.
17. Tsu-Wang Shen, W.J. Tompkins, and Y. H. Hu. Onelead ecg for identity verification. In Proceedings of IEEE EMBS/BMES Conference, pages 62-63, 2002.
18. Steven A. Israel, John M. Irvine, Andrew Cheng, Mark D. Wiederhold, and Brenda K. Wiederhold. Ecg to identify individuals. Pattern Recognition, 38(1): 133-144, 2005.
19. Tsu-Wang Shen. Biometric Identity Verification Based on Electrocardiogram (ECG). PhD thesis, Biomedical Engineering, University of Wisconsin Madison, 2005, 2005.
20. F. Sufi and I. Khalil. Faster person identification using compressed ecg in time critical wireless telecardiology applications. Journal of Network and Computer Applications, Elsevier (Submitted), 2009.
21. F. Sufi, I. Khalil, and J. Hu. Chapter 17: Secure human identification. Handbook of Information & Communication Security, Book Edited by: Peter Stavroulakis, Springer, 2009.
22. F Sufi, I. Khalil, and A Mahmood. Compressed ecg biometric: A fast, secured and efficient method for identification of cvd patient. Journal of Medical Systems,
23. F Sufi, I. Khalil, and I. Habib. Polynomial distance measurement for ecg based biometric authentication. Security and Communication Network, (Submitted), 2008.
24. F. Sufi and I. Khalil. Secured transmission & authenticationn. Mobile Web 2.0: Developing and Delivering Services to Mobile Phones, Book Edited by: Syed Ahson and Mohammad Ilyas, CRC Press (to be published at the middle of 2010), 2010.
25. R. Hoekema, G. J. H. Uijen, and A. Van Oosterom. Geometrical aspects of the interindividual variability of multilead ecg recordings. IEEE on Biomedical Engineering, 48(5):551-559, 2001. (Pubitemid 32378056)
26. N. Friedman, D. Geiger, and M. Goldszmidt. Bayesian Network Classifiers. Machine Learning, volume 29. Springer, 1997. 131-161 pp.
27. D. Heckerman. A Tutorial on Learning with Bayesian Networks, volume 29. Cambridge, Massachusetts: MIT Press, 1998. 301354 pp.