지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems 제13권 제4호
- 발행연도
- 2014.12
- 수록면
- 357 - 368 (12page)
이용수
초록· 키워드
오류제보하기
Since its birth in 1993, fuzzy time series have seen different classes of models designed and applied, such as fuzzy logic relation and rule-based models. These models have both advantages and disadvantages. The major drawbacks with these two classes of models are the difficulties encountered in identification and analysis of the model. Therefore, there is a strong need to explore new alternatives and this is the objective of this paper. By transforming a fuzzy number to a real number via integrating the inverse of the membership function, new autoregressive models can be developed to fit the observation values of a fuzzy time series. With the new models, the issues of model identification and parameter estimation can be addressed; and trends, seasonalities and multivariate fuzzy time series could also be modeled with ease. In addition, asymptotic behaviors of fuzzy time series can be inspected by means of characteristic equations.
목차
ABSTRACT
1. INTRODUCTION
2. LITERATURE REVIEW
3. MAIN RESULTS
4. CONCLUSIONS
REFERENCES
참고문헌 (30)
참고문헌 신청
1. [단행본] - Box, G. E. P / 1994 / Time Series Analysis: Forecasting and Control / Prentice Hall
2. [학술지(정기간행물)] - Chang, P. T / 1997 / Fuzzy seasonality forecasting / Fuzzy Sets and Systems 90 (1) : 1 ~ 10
3. [학술지(정기간행물)] - Chen, S. M / 1996 / Forecasting enrollments based on fuzzy time series / Fuzzy Sets and Systems 81 (3) : 311 ~ 319
4. [학술지(정기간행물)] - Chen, S. M / 2002 / Forecasting enrollments based on high-order fuzzy time series / Cybernetics and Systems 33 (1) : 1 ~ 16
5. [학술지(정기간행물)] - Chen, S. M / 2006 / Forecasting enrollments using high-order fuzzy time series and genetic algorithms / International Journal of Intelligent Systems 21 (5) : 485 ~ 501
2. [학술지(정기간행물)] - Chang, P. T / 1997 / Fuzzy seasonality forecasting / Fuzzy Sets and Systems 90 (1) : 1 ~ 10
3. [학술지(정기간행물)] - Chen, S. M / 1996 / Forecasting enrollments based on fuzzy time series / Fuzzy Sets and Systems 81 (3) : 311 ~ 319
4. [학술지(정기간행물)] - Chen, S. M / 2002 / Forecasting enrollments based on high-order fuzzy time series / Cybernetics and Systems 33 (1) : 1 ~ 16
5. [학술지(정기간행물)] - Chen, S. M / 2006 / Forecasting enrollments using high-order fuzzy time series and genetic algorithms / International Journal of Intelligent Systems 21 (5) : 485 ~ 501
이 논문의 저자 정보
이 논문과 함께 이용한 논문
Study of Influence of Ultrasonic Vibrations on Crack Formation during Glass Drilling
S. J. Won
,
T. J. Ko
한국기계가공학회 춘추계학술대회 논문집
2015
.04
Role of Type I Interferon during Bacterial Infection
Chan-Ki Min
,
Myung-Sik Choi
,
Ik-Sang Kim
외 1명
JOURNAL OF BACTERIOLOGY AND VIROLOGY
2014
.12
효율적인 스마트카드 기반 원격 사용자 인증 스킴의 취약점 분석 및 개선 방안
김영일
,
원동호
정보보호학회논문지
2014
.12
한국사회의 중층적 젠더 불평등 : ‘평등 신화’와 불/변하는 여성들의 위치성
이나영
한국여성학
2014
.12
New Biomarkers for Early Detection of Heavy Metal-induced kidney Injury
Jiyeon Son
,
Ji Min Byun
,
Yoonjong Kang
외 2명
환경독성보건학회 심포지엄 및 학술대회
2014
.05
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2016-530-000964018