메뉴 건너뛰기




Volumn 173, Issue 3, 2006, Pages 921-937

Mining time series data for segmentation by using Ant Colony Optimization

Author keywords

Ant Colony Optimization; Artificial intelligence; Data mining; Time series

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SIMULATION; DATA ACQUISITION; DATA PROCESSING; IMAGE SEGMENTATION; OPTIMIZATION; TIME SERIES ANALYSIS;

EID: 33745097420     PISSN: 03772217     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ejor.2005.09.001     Document Type: Article
Times cited : (25)

References (29)
  • 1
    • 1342264192 scopus 로고    scopus 로고
    • A proof convergence for ant algorithms
    • Badr A., and Fahmy A. A proof convergence for ant algorithms. Information Sciences 160 (2004) 267-279
    • (2004) Information Sciences , vol.160 , pp. 267-279
    • Badr, A.1    Fahmy, A.2
  • 2
    • 0035792028 scopus 로고    scopus 로고
    • G. Chen, Q. Wei, H. Zhang, Discovering similar time-series patterns with fuzzy clustering and DTW methods, in: Proceedings of Joint 9th IFSA World Congress and 20th NAFIPS International Conference, Vancouver, 2001, pp. 2160-2164.
  • 3
    • 33745099193 scopus 로고    scopus 로고
    • S. Chu, E. Keogh, D. Hart, M. Pazzani, Iterative deepening dynamic time warping for time series, in: Proceedings of the Second SIAM International Conference on Data Mining, Arlington, 2002.
  • 4
  • 5
    • 0031122887 scopus 로고    scopus 로고
    • Any colony system: A cooperative learning approach to the traveling salesman problem
    • Dorigo M., and Gambardella L.M. Any colony system: A cooperative learning approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation 1 1 (1997) 53-66
    • (1997) IEEE Transactions on Evolutionary Computation , vol.1 , Issue.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 8
    • 0034593048 scopus 로고    scopus 로고
    • M. Gavrilov, D. Anguelov, P. Indyk, R. Motwani, Mining the stock market: Which measure is best? in: Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Boston, 2000, pp. 487-496.
  • 9
    • 0033738317 scopus 로고    scopus 로고
    • A graph-based ant system and its convergence
    • Gutjahr W.J. A graph-based ant system and its convergence. Future Generation Computer Systems 16 8 (2000) 873-888
    • (2000) Future Generation Computer Systems , vol.16 , Issue.8 , pp. 873-888
    • Gutjahr, W.J.1
  • 10
    • 0037118189 scopus 로고    scopus 로고
    • ACO algorithms with guaranteed convergence to the optimal solution
    • Gutjahr W.J. ACO algorithms with guaranteed convergence to the optimal solution. Information Processing Letters 82 3 (2002) 145-153
    • (2002) Information Processing Letters , vol.82 , Issue.3 , pp. 145-153
    • Gutjahr, W.J.1
  • 12
    • 33745467111 scopus 로고    scopus 로고
    • J. Himberg, K. Korpiaho, H. Mannila, J. Tikanmäki, H. Toivonen, Time series segmentation for context recognition in mobile devices, in: Proceedings of the IEEE International Conference on Data Mining, San Jose, 2001, pp. 203-210.
  • 13
    • 78149299418 scopus 로고    scopus 로고
    • K. Kalpakis, D. Gada, V. Puttagunta, Distance measures for effective clustering of arima time-series, in: Proceedings of the IEEE International Conference on Data Mining, San Jose, 2001, pp. 273-280.
  • 15
    • 0034832364 scopus 로고    scopus 로고
    • E. Keogh, K. Chakrabarti, S. Mehrotra, M.J. Pazzani, Locally adaptive dimensionality reduction for indexing large time series databases, in: Proceedings of the ACM SIGMOD International Conference on Management of Data, Santa Barbara, 2001, pp. 151-162.
  • 16
    • 33845594450 scopus 로고    scopus 로고
    • E. Keogh, S. Chu, D. Hart, M.J. Pazzani, An online algorithm for segmenting time series, in: Proceedings of the IEEE International Conference on Data Mining, San Jose, 2001, pp. 289-296.
  • 17
    • 85040241330 scopus 로고    scopus 로고
    • Dimensionality reduction for fast similarity search in large time series databases
    • Keogh E., Chakrabarti K., Pazzani M.J., and Mehrotra S. Dimensionality reduction for fast similarity search in large time series databases. Knowledge and Information Systems 3 3 (2001) 263-286
    • (2001) Knowledge and Information Systems , vol.3 , Issue.3 , pp. 263-286
    • Keogh, E.1    Chakrabarti, K.2    Pazzani, M.J.3    Mehrotra, S.4
  • 18
    • 0141463039 scopus 로고    scopus 로고
    • E. Keogh, S. Lonardi, B. Chiu, Finding surprising patterns in a time series database in linear time and space, in: Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Edmonton, 2002, pp. 550-556.
  • 20
    • 0035755014 scopus 로고    scopus 로고
    • P.W.P. Man, M.H. Wong, Efficient and robust feature extraction and pattern matching of time series by a lattice structure, in: Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, 2001, pp. 271-278.
  • 21
    • 33745077267 scopus 로고    scopus 로고
    • R.S. Parpinelli, H.S. Lopes, A.A. Freitas, An Ant Colony based system for data mining: Applications to medical data, in: Proceedings of the 2001 Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, 2001, pp. 791-798.
  • 24
    • 85175742213 scopus 로고    scopus 로고
    • D. Rafiei, On similarity-based queries for time series data, in: Proceedings of the 15th International Conference on Data Engineering, Sydney, Australia, 1999, pp. 410-417.
  • 26
    • 0035307307 scopus 로고    scopus 로고
    • Time series forecasting using GA-tuned radial basis functions
    • Sheta A.F., and Jong K.D. Time series forecasting using GA-tuned radial basis functions. Information Sciences 133 (2001) 221-228
    • (2001) Information Sciences , vol.133 , pp. 221-228
    • Sheta, A.F.1    Jong, K.D.2
  • 29
    • 4344591889 scopus 로고    scopus 로고
    • Neural network forecasting for seasonal and trend time series
    • Zhang G.P., and Qi M. Neural network forecasting for seasonal and trend time series. European Journal of Operational Research 160 2 (2005) 501-514
    • (2005) European Journal of Operational Research , vol.160 , Issue.2 , pp. 501-514
    • Zhang, G.P.1    Qi, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.