113
Views
1
CrossRef citations to date
0
Altmetric
Invited Talks

Analyzing Complex Dynamical Systems: Artificial Neural Networks Contribute New Insight Concerning Optimal Athletic Techniques and Tactics

References

  • Baca, A., & Kornfeind, P. (2012). Stability analysis of motion patterns in biathlon shooting. Human Movement Science, 31, 295–302.
  • Büscher, L. (2014). Ist die Lehrbuchtechnik die optimale Bewegungsausführung? [Does the textbook technique represent optimal movement execution?] (Unpublished bachelor's thesis). University of Osnabrueck, Osnabrueck, Germany.
  • Grunz, A., Memmert, D., & Perl, J. (2009). Analysis and simulation of actions in games by means of special self-organizing maps. International Journal of Computer Science in Sport, 8, 22–37.
  • Handford, C. (2006). Serving up variability and stability. In K. Davids, S. Bennett, & K. Newell (Eds.), Movement system variability (pp. 73–83). Champaign, IL: Human Kinetics.
  • Lamb, P., Bartlett, R., & Robins, A. (2011). Assessing coordination stability by means of a second SOM. In D. Link & J. Wiemeyer (Eds.), Sportinformatik trifft Sporttechnologie (pp. 65–69). Hamburg, Germany: Czwalina.
  • Lingl, A. (2015). Analyse individueller Ausführungen des Handstützüberschlages [Analysis of individual front handspring executions] (Unpublished bachelor's thesis). University of Osnabrueck, Osnabrueck, Germany.
  • Memmert, D., Almond, L., Bunker, D., Butler, J., Fasold, F., Griffin, L.,…Furley, P. (2015). Top 10 research questions related to teaching games for understanding. Research Quarterly for Exercise and Sport, 86, 347–359.
  • Newell, K. M. (1986). Constraints on the development of coordination. In M. G. Wade & H. T. A. Whiting (Eds.), Motor skill acquisition in children: Aspects of coordination and control (pp. 341–360). Amsterdam, The Netherlands: Martinus Nijhoff.
  • Newell, K. M. (1991). Motor skill acquisition. Annual Review of Psychology, 42, 213–237.
  • Perl, J. (2004). A neural network approach to movement pattern analysis. Human Movement Science, 23, 605–620.
  • Perl, J., Grunz, A., & Memmert, D. (2013). Tactics analysis in soccer: An advanced approach. International Journal of Computer Science in Sport, 12, 33–44.
  • Perl, J., & Memmert, D. (2011). Net-based game analysis by means of the software tool SOCCER. International Journal of Computer Science in Sport, 10, 77–84.
  • Schmidt, A. (2010). Bewegungsmustererkennung anhand des Basketball Freiwurfes. Eine empirische Untersuchung aus systemdynamischer Perspektive [Movement pattern recognition by the means of the basketball free-throw. An empirical research from a system dynamics perspective]. Schriften der Deutschen Vereinigung für Sportwissenschaft, Band 199, Unterreihe Forum Sportwissenschaft, Bd. 19 [Writings of the German Society of Sports Science, Volume 199]. Hamburg, Germany: Czwalina.
  • Schmidt, A. (2012). Movement pattern recognition in basketball free-throw shooting. Human Movement Science, 31, 360–382.
  • Schmidt, A., Memmert, D., & Perl, J. (2011). Fertigkeitsanalyse durch Mustererkennung mittels Künstlicher Neuronaler Netze [Skill analysis with pattern recognition by means of artificial neural networks]. In D. Link & J. Wiemeyer (Eds.), Sportinformatik trifft Sporttechnologie (Schriften der Deutschen Vereinigung für Sportwissenschaft, Bd. 217, pp. 116–120. Hamburg, Germany: Czwalina.
  • Schmidt, A., Meseck, U., & Perl, J. (2015). Human experts versus artificial neural networks. In A. Baca & M. Stöckl (Eds.), Sportinformatik X (Schriften der Deutschen Vereinigung für Sportwissenschaft, 244, pp. 136–141). Hamburg, Germany: Czwalina.
  • Witte, K., Emmermacher, P., Langenbeck, N., & Perl, J. (2012). Visualized movement patterns and their analysis to classify similarities—demonstrated by the karate kick Mae-Geri. Kinesiology, 44, 155–165.
  • Witte, K., Schobesberger, H., & Peham, C. (2009). Motion pattern analysis of gait in horseback riding by means of principal component analysis. Human Movement Science, 28, 394–405.
  • Zart, S. (2012). Prozessorientierte kinematische Analyse von Bewegungsmustern am Beispiel der Strafstoßsituation im Fußball [Process-based kinematic analysis of movement patterns using the example of penalty kicks in football] (Doctoral dissertation, University of Kaiserslautern, Kaiserslautern, Germany). Retrieved from https://kluedo.ub.uni-kl.de/frontdoor/index/index/docId/3285.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.