Temporal pattern identification of time series data using pattern wavelets and genetic algorithms

Intelligent Engineering Systems Through Artificial Neural Networks

Volumn 1998, Issue , 1998, Pages 691-696

  Povinelli, Richard J ^a   Feng, Xin ^a  

^a Marquette University   (United States)

Author keywords

Genetic Algorithms; Pattern Recognition; Temporal Pattern Identification; Time Series Analysis; Wavelets

Indexed keywords

DATA MINING; FUNCTIONS; GENETIC ALGORITHMS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; PATTERN RECOGNITION; TIME SERIES ANALYSIS; WAVELET TRANSFORMS;

FITNESS FUNCTION; TEMPORAL PATTERN IDENTIFICATION;

PATTERN MATCHING;

EID: 0032296042     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Article

References (6)

1. Bowerman, B. L., and O'Connell, R. T. (1993). Forecasting and Time Series: An Applied Approach, Duxbury Press, Belmont, California.
2. Ghoshray, S. (1996). "Hybrid prediction technique by fuzzy inferencing on the chaotic nature of time series data." Artificial Neural Networks in Engineering, Proceedings, 725-730.
3. Goldberg, D. E. (1989). Genetic algorithms in search, optimization, and machine learning, Addison-Wesley Pub. Co., Reading, Mass.
4. Lin, C. T., and Lee, C. S. G. (1996). Neural Fuzzy Systems - A Neuro-Fuzzy Synergism to Intelligent Systems, Prentice-Hall, Upper Saddle River, NJ.
5. Polikar, R. (1996). "The Engineer's Ultimate Guide To Wavelet Analysis - The Wavelet Tutorial.".
6. Weigend, A. S., and Gershenfeld, N. A. (1994). "Time Series Prediction: Forecasting the Future and Understanding the Past." , Addison-Wesley Pub. Co., Reading, MA.