The design of PDA-based biomedical data processing and analysis for intelligent wearable health monitoring systems

Proceedings - The Fourth International Conference on Computer and Information Technology (CIT 2004)

Volumn , Issue , 2004, Pages 879-884

  Cheng, Pai Tsun ^a   Tsai, Li Min ^a   Lu, Li Wei ^a   Yang, Don Lin ^a  

^a FENG CHIA UNIVERSITY   (Taiwan)

Author keywords

Bluetooth; Data mining; Personal digital assistant (pda); Smart shirt; Wearable computer; Wireless

Indexed keywords

BIOMEDICAL ENGINEERING; DATA MINING; DATA PROCESSING; INTELLIGENT AGENTS; PATIENT MONITORING; SERVERS; SIGNAL RECEIVERS; WEARABLE COMPUTERS; ELECTROCARDIOGRAPHY; GLOBAL POSITIONING SYSTEM; PROJECT MANAGEMENT; WIRELESS TELECOMMUNICATION SYSTEMS;

BLUETOOTH (BT); HEALTH CONDITIONS; PORTABLE DEVICES; SMART SHIRT; BLUETOOTH; LOCATION BASED SYSTEMS (LBS); WEARABLE COMPUTER;

PERSONAL DIGITAL ASSISTANTS;

EID: 9744276074     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. M. Malik et al, "Heart rate variability: Standards of measurement, physiological interpretation, and clinical use," Circulation, Vol. 93, pp. 1043-1056, 1996.
2. R. W. DeBoer et al., "Comparing spectra of a series of points events particularly for heart rate variability data," IEEE Trans. on Biomedical Engr., Vol.31, pp.384-387, 1984.
3. B. W. Hyndman, J. R. Gregory, "Spectral analysis of sinus arrhythmia during mental loading," Ergonomics, 18:255-270, 1975.
4. P. Bonato, P. J. Mork, D. M. Sherrill, and R. H. Westgaard, "Data mining of Motor Patterns Recorded with Wearable Technology," IEEE Engineering in Medicine and Biology Magazine. 2003
5. J. B. and C. F. Sturman, "Bluetooth 1.1: connect without cables," Pearson Education, 2001
6. W. H. Inmon, "Building the Data Warehouse,"3rd ed., John Wiley Publishing, 2002.
7. S. Akselrod, D. Gordon, F.A. Ubel, D. C. Shannon, A. C. Barger and R. J. Cohen, "Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control," Science, Vol. 213, No. 10, pp. 220-222, 1981.
8. R. Agrawal, T. Imielinski, and A. Swami, "Mining association rules between sets of items in large databases," Proc. of ACM SIGMOD Conference on Management of Data, May 1993, pp. 207-216.
9. th Intl. Conf. on Very Large Data Bases, Santiago, Chile, August 29-September 1, 1994.
10. M. Houtsma and A. Swami, "Set-oriented mining of association rules," Research Report RJ 9567, IBM Almaden Research Center, October 1993.
11. J. Han and M. Kamber, "Data Mining concepts and techniques," Morgan Kaufmann, 2001
12. K. Alsabti, S. Ranka, and V. Singh, "An Efficient K-Means Clustering Algorithm," PPS/SPDP Workshop on High performance Data Mining, 1997.
13. D. L. Yang, J. H. Chang, M. C. Hong, and J. S. Liu, "An Efficient K-Means-Based Clustering Algorithm," Proc. of the 1st Asia-Pacific Conf. on Intelligent Agent Technology, pp. 269-273, 1999.
14. P. S. Bradly and U. Fayyad, "Refining Initial Points for K-means Clustering," Proc. of the 15th International Conf. on Machine Learning, 1998.