A distributed data mining system for a novel ubiquitous healthcare framework

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4489 LNCS, Issue PART 3, 2007, Pages 701-708

  Viswanathan, M ^a   Whangbo, T K ^a   Lee, K J ^a   Yang, Y K ^a  

^a Gachon University College of Medicine   (South Korea)

Author keywords

Data classification; Decision supporting system; Distributed data mining; Healthcare data; Ubiquitous healthcare

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA MINING; DECISION SUPPORT SYSTEMS; ELECTRONIC DOCUMENT EXCHANGE; HEALTH CARE;

DATA CLASSIFICATION; DISTRIBUTED DATA MINING; UBIQUITOUS HEALTHCARE;

BIOINFORMATICS;

EID: 38349011326     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72588-6_117     Document Type: Conference Paper

References (16)

1. United Nations Population Division Publications. UN World Population Ageing 1950-2050: http://www.un.org/esa/population/publications-/worldageing 19502050 (2002)
2. MobileHealth: http://www.mobihealth.org/
3. EliteCare: http://www.elitecare.com/index.html
4. Tele-Monitoring: http://www.medical.philips.com
5. CodeBlue: http://www.eecs.harvard.edu/~mdw/proj/codeblue
6. Smart Medical Home, http://www.futurehealth.rochester.edu/smart_home/
7. J. Hill, M. Horton, R. Kling, L. Krishnamurthy: The Platforms enabling Wireless Sensor Netowrks. Communications of the ACM, Vol. 47 (2004) 41-46
8. Jardine, I. and Clough K.: The Impact of Telemedicine and Telecare on Healthcare. Journal of Telemedicine and Telecare, Vol. 5, Supplement 1 (1999) 127-128
9. Smithers C. R. and Hill N.: Options for Wireless Technology in Telemedicine and Telecare Applications. Journal of Telemedicine and Telecare, Vol. 5, Supplement 1 (1999) 138-139
10. Anup Kumar and Mehmed Kantardzic: Distributed Data Mining: Framework and Implementations, IEEE Internet Computing, vol. 10, no. 4 (2006) 15-17
11. Park B. H., Kargupta H.: Distributed data mining: Algorithms, systems, and applications. The Handbook of Data Mining.Nong Ye (ed) Lawrence Erlbaum, New Jersey (2003)
12. Wallace C. S., Dowe D. L.: MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions. Statistics and Computing, 10(1) (2000) 73-83
13. Message Passing Interface Forum: MPI: A message-passing interface standard. International Journal of Supercomputer Applications, 8(3/4) (1994) 165-414
14. Quinlan, J. R.: C4.5: Programs for machine learning. San Mateo, CA: Morgan Kaufmann (1993)
15. M. Viswanathan, Y. K. Yang, T. K. Whangbo: Distributed Data Mining on Clusters with Bayesian Mixture Modeling, Lecture Notes in Computer Science, Volume 3613 (2005) 1207-1216
16. Merz, C. and Murphy, P.: UCI repository of machine learning databases.A.B. Smith, CD. Jones, and E.F. Roberts, "Article Title", Journal, Publisher, Location, Date (1998) 1-10