Multifactor modelling system with cloud based pre-processing

  • Authors:
  • Ventsislav Nikolov;Danko Naydenov

  • Affiliations:
  • Technical University of Varna;Technical University of Varna

  • Venue:
  • Proceedings of the 14th International Conference on Computer Systems and Technologies
  • Year:
  • 2013

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Abstract

In this paper a practical multifactor modelling system is described implementing heuristic searching of polynomial formula that describe an unpredictable time series by a set of predictable series. The data needed for the calculations are pre-processed by a cloud computing system to fill the missing values. The features and problems of both pre-processing and formula searching systems are presented and analyzed.