A human state estimation method using fuzzy based system

International Conference on Emerging Trends in Engineering and Technology, ICETET

Volumn , Issue , 2011, Pages 151-155

  Nii, Manabu ^a,b   Nakai, Kazuki ^a   Takahashi, Yutaka ^a   Higuchi, Kohei ^c   Maenaka, Kazusuke ^a,c  

^a UNIVERSITY OF HYOGO   (Japan)

^b OSAKA UNIVERSITY   (Japan)

^c JAPAN SCIENCE AND TECHNOLOGY AGENCY   (Japan)

Author keywords

Behavior estimation; Component; Fuzzy; MEMS sensors; State estimation; SVM

Indexed keywords

ACCELERATION SENSORS; COMPONENT; ESTIMATION METHODS; FUZZY; HEART RATES; HUMAN BEHAVIORS; INTELLIGENT MONITORING SYSTEMS; MEMS SENSORS; MONITORING SYSTEM; NUMERICAL DATA; SMALL SIZE; STATE ESTIMATION METHODS; SVM;

ESTIMATION; INTELLIGENT SYSTEMS; NUMERICAL METHODS; SENSORS; SOCIAL SCIENCES; STATE ESTIMATION;

BEHAVIORAL RESEARCH;

EID: 84857553426     PISSN: 21570477     EISSN: 21570485     Source Type: Conference Proceeding    
DOI: 10.1109/ICETET.2011.50     Document Type: Conference Paper

References (10)

1. T. Fujita, K. Masaki, and K. Maenaka, "Human Activity Monitoring System Using MEMS Sensors and Machine Learning, " Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, 20 (1), 2008, pp.3-8.
2. T. Fujita, K. Kanda, K. Maenaka, J. Okada, S. Okochi, and K. Higuchi, "Multi-Environmental Sensing device for Human Monitoring Applications, " The 4 th International Symposium on Computational Intelligence and Industrial Applications, Aug. 2010, pp. 65-69.
3. M. Nii, K. Nakai, T. Fujita and Y. Takahashi, "Action Estimation from Human Activity Monitoring Data using Soft Computing Approach", Proc. of ICETETIO, pp.434-439.
4. M. Nii, K. Nakai, and Y. Takahashi, "Extraction of Human Behavior from Human Activity Monitoring Data using MEMS Sensors", Proc. Of RiiSS20U.
5. H. Ishibuchi, K. Nozaki, H. Tanaka, "Pattern Classification by Distributed Representation of Fuzzy Rules, " Proc. of IEEE International Conference on Fuzzy Systems, Mar. 1992, pp.643-650. (Pubitemid 23590989)
6. H. Ishibuchi, K. Nozaki, H. Tanaka, "Distributed Representation of Fuzzy Rules and Its Application to Pattern Classification, " Fuzzy Sets and Systems, Vol.52, No. 1, Nov. 1992, pp.21 -32.
7. H. Ishibuchi, K. Nozaki, N. Yamamoto, H. Tanaka, "Construction of Fuzzy Classification Systems with Rectangular Fuzzy Rules Using Genetic Algorithms, " Fuzzy Sets and Systems, Vol.65, No.2/3, Aug.1994, pp.237-253.
8. H. Lshibuchi, K. Nozaki, N. Yamamoto, H. Tanaka, "Selecting Fuzzy If-Then Rules for Classification Problems Using Genetic Algorithms, " IEEE Trans, on Fuzzy Systems, Vol.3, No.3, Aug. 1995, pp.260-270.
9. H. Ishibuchi, T. Nakashima, M. Nii, Classification and Modeling with Linguistic Information Granules: Advanced Approaches to Linguistic Data Mining, Springer, Berlin, 2004.
10. Chih-Chung Chang and Chih-Jen Lin, "LIBSVM: A Library for Support Vector Machines", 2001, Software available at http://www.csie.ntiLedu.tw/ ~cjlin/libsvm.