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  • Arafailova, Ekaterina, et al. (författare)
  • Global Constraint Catalog Volume II: Time-Series Constraints
  • 2016
  • Annan publikation (övrigt vetenskapligt/konstnärligt)abstract
    • First this report presents a restricted set of finite transducers used to synthesise structural time-series constraints described by means of a multi-layered function composition scheme. Second it provides the corresponding synthesised catalogue of structural time-series constraints where each constraint is explicitly described in terms of automata with accumulators.
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  • Arafailova, Ekaterina, et al. (författare)
  • Systematic Derivation of Bounds and Glue Constraints for Time-Series Constraints
  • 2016
  • Ingår i: Principles and Practice of Constraint Programming. - Cham : Springer Publishing Company. - 9783319449524 - 9783319449531 ; , s. 13-29
  • Konferensbidrag (refereegranskat)abstract
    • Integer time series are often subject to constraints on the aggregation of the integer features of all occurrences of some pattern within the series. For example, the number of inflexions may be constrained, or the sum of the peak maxima, or the minimum of the peak widths. It is currently unknown how to maintain domain consistency efficiently on such constraints. We propose parametric ways of systematically deriving glue constraints, which are a particular kind of implied constraints, as well as aggregation bounds that can be added to the decomposition of time-series constraints [5]. We evaluate the beneficial propagation impact of the derived implied constraints and bounds, both alone and together.
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