Proceedings of International Conference on Applied Innovation in IT
2017/03/16, Volume 5, Issue 1, pp.43-49

Specificity of Undivided Time Series Forecasting Described with Innovation Curves


Mikhail Sadiakhmatov, Leonid Mylnikov


Abstract: In this paper, we consider characteristics of remote time period forecasting in the case when particular time periods could be described with innovation curves. Also, time series, whose periods determined by the curve types known, are not clearly seen. However, the fact that the time series describe projects with the same product evolution is known, and the time when new generations appear is determined.

Keywords: Time Series, Innovation Curve, Forecasting, Production and Economic System, Function Description, Dynamic Time Warping

DOI: 10.13142/KT10005.21

Download: PDF

References:

  1. Aufmann R.N., Barker V.C., Nation R., 2008. College algebra, Houghton Mifflin. Boston.
  2. Wolberg J., 2006. Data analysis using the method of least squares extracting the most information from experiments, Springer. Berlin.
  3. Amberg M., Mylnikov, L., 2009. Innovation project lifecycle prolongation method. Innovation and knowledge management in twin track economies: challenges & solutions โ„– 1-3.
  4. Knuth D. E., 1997. The art of computer programming. Reading, Mass. Addison-Wesley, 3rd ed-ะต.
  5. Luzianin I., Krause B., 2016. Modeling of Selfsimilar Traffic. Proceedings of International Conference on Applied Innovation in IT, โ„– 4.
  6. Mylnikov L., 2015. Conceptual Foundations of Modelling of Innovative Production Projects. Proceedings of International Conference on Applied Innovation in IT, โ„– 3.
  7. Mylnikov, L., Amberg M., 2013. The Forecasting of Innovation Projects Parameters. 21st International-Business-Information-Management-Association Conference on Vision 2020: Innovation, Development Sustainability, and Economic Growth.
  8. Crownover, Richard M., 1995. Introduction to fractals and chaos, Jones and Bartlett. Berlin.
  9. Feder, Jens. Fractals., 1988. Physics of Solids and Liquids, Plenum Press. New York.
  10. Bjorck A., 1996. Numerical Methods for Least Squares Problems, SIAM, Philadelphia.

    Home

    

       - Call for Papers
       - Submission to the Journal
       - Paper Submission
       - Final Paper Submission
       - Important Dates
       - Conference Committee
       - Editorial Board
       - Reviewers
       - Last Proceedings


    PROCEEDINGS

       - Volume 11, Issue 1 (ICAIIT 2023)
       - Volume 10, Issue 1 (ICAIIT 2022)
       - Volume 9, Issue 1 (ICAIIT 2021)
       - Volume 8, Issue 1 (ICAIIT 2020)
       - Volume 7, Issue 1 (ICAIIT 2019)
       - Volume 7, Issue 2 (ICAIIT 2019)
       - Volume 6, Issue 1 (ICAIIT 2018)
       - Volume 5, Issue 1 (ICAIIT 2017)
       - Volume 4, Issue 1 (ICAIIT 2016)
       - Volume 3, Issue 1 (ICAIIT 2015)
       - Volume 2, Issue 1 (ICAIIT 2014)
       - Volume 1, Issue 1 (ICAIIT 2013)


    PAST CONFERENCES

       ICAIIT 2023
         - Photos
         - Reports

       ICAIIT 2022
         - Message

       ICAIIT 2021
         - Photos
         - Reports

       ICAIIT 2020
         - Photos
         - Reports

       ICAIIT 2019
         - Photos
         - Reports

       ICAIIT 2018
         - Photos
         - Reports

    ETHICS IN PUBLICATIONS

    ACCOMODATION

    CONTACT US

 

                                                     

Proceedings of the International Conference on Applied Innovations in IT by Anhalt University of Applied Sciences is licensed under CC BY-SA 4.0


                                                   This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License


           ISSN 2199-8876
           Publisher: Anhalt University of Applied Sciences

Creative Commons License
Except where otherwise noted, all works and proceedings on this site is licensed under Creative Commons Attribution-ShareAlike 4.0 International License.