Abstract: This paper presented a method of cycle association rules mining for time-series fluctuations based on the concept lattice theory. The time-series were first deseasonalized and then a new parallel algorithm of cycle association rules mining was proposed. T

Key words: Concept lattice, Time-series, Prediction model, Cycle association rules