Abnormal behavior detection with fuzzy clustering for elderly care

ICS 2010 - International Computer Symposium

Volumn , Issue , 2010, Pages 6-11

  Hsu, Hui Huang ^a   Lu, Kun Chi ^a   Takizawa, Makoto ^b  

^a TAMKANG UNIVERSITY   (Taiwan)

^b SEIKEI UNIVERSITY   (Japan)

Author keywords

Anomaly detection; Fuzzy C means; Home care; RFID

Indexed keywords

ABNORMAL BEHAVIOR; ACTIVE RFID; ANOMALY DETECTION; BEHAVIOR MODEL; CLUSTERING ANALYSIS; ELDERLY CARE; FUZZY C MEAN; FUZZY C-MEANS; HOME CARE; HOME ENVIRONMENT; K-MEANS; PERSONAL BEHAVIOR; REAL TIME; RFID; RFID TECHNOLOGY;

CLUSTER ANALYSIS; CRYPTOGRAPHY; FUZZY CLUSTERING; FUZZY SYSTEMS; INTELLIGENT CONTROL; RADIO NAVIGATION;

SIGNAL DETECTION;

EID: 79851505842     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/COMPSYM.2010.5685422     Document Type: Conference Paper

References (9)

1. H.-H. Hsu, Z. Cheng, T.K. Shih, and C.-C. Chen, "RFID-based human behavior modeling and anomaly detection for elderly care," in Proc. Symposia and Workshops on Ubiquitous, Autonomic and Trusted Computing , UIC-ATC 2009, pp. 350-355, 2009.
2. Z. Li, J. Yuan, and H. Yang, "Analysis distances for similarity estimation by Fuzzy C-Mean algorithm," in Proc. 2009 International Conference on Machine Learning and Cybernetics, vol. 1, pp.582-587, 2009.
3. H. Chen, G. Guo, Y. Huang, and T. Huang, "A spatial overlapping based similarity measure applied to hierarchical clustering," in Proc. Fifth International Conference Fuzzy Systems and Knowledge Discovery (FSKD '08), vol. 2, pp.371-375, 2008.
4. J.C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms, MA: Kluwer, 1981.
5. M.S. Baghshah and S.B. Shouraki, "A fuzzy clustering algorithm for finding arbitrary shaped clusters," in Proc. 2008 IEEE/ACS International Conference Computer Systems and Applications (AICCSA 2008), pp.559-566, 2008.
6. D. Wang, D.S. Yeung, and E.C.C. Tsang, "Structured oneclass classification," IEEE Trans. Systems, Man, and Cybernetics, Part B: Cybernetics, vol. 36, no. 6, pp. 1283-1295, 2006.
7. H. Seki, "Fuzzy inference based non-daily behavior pattern detection for elderly people monitoring system," in Proc. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), pp. 6187-6192, 2009.
8. P.C. Chung and C.D. Liu, "A daily behavior enabled hidden markov model for human behavior understanding," Elsevier Trans. Pattern Recognition, vol. 41, no. 5, pp. 1572-1580, 2008.
9. M.S. Lee, J.G. Lim, K.R. Park, and D.S. Kwon, "Unsupervised clustering for abnormality detection based on the tri-axial Accelerometer," in Proc. ICCAS-SICE 2009, pp. 134-137, 2009.