Modeling and prediction of competitive performance in swimming upon neural networks

European Journal of Sport Science

Volumn 2, Issue 2, 2002, Pages 1-10

  Edelmann Nusser, Jürgen ^a   Hohmann, Andreas ^b   Henneberg, Bernd ^c  

^a OTTO VON GUERICKE UNIVERSITY   (Germany)

^b UNIVERSITY OF POTSDAM   (Germany)

^c SC Magdeburg   (Germany)

Author keywords

Forecasting; Multi Layer Perceptron; Physiological adaptation; Swimming

Indexed keywords

EID: 33645857509     PISSN: 17461391     EISSN: 15367290     Source Type: Journal    
DOI: 10.1080/17461390200072201     Document Type: Article

References (15)

1. Banister EW. 1982. Modeling elite athletic performance. In: MacDougall JD, Wenger HW, Green HJ, editors. Physiological testing of elite athletes. Champaign, IL: Human Kinetics. p. 403-25.
2. Banister EW, Calvert TW. 1980. Planning for future performance: implications for long term training. Canadian Journal of Applied Sport Sciences 5:170-76.
3. Busso T, Häkkinen K, Pakarinen A, Carasso C, Lacour J-R, Komi PV, Kauhanen H. 1990. A systems model of training responses and its relationship to hormonal responses in elite weight lifters. Eur J Appl Physiol 61:48-54.
4. Busso T, Denis C, Bonnefroy R, Geyssant A, Lacour JR. 1997. Modelling of adaptations to physical training by using a recursive least squares algorithm. J Appl Physiol 5:1685-93.
5. Chatard JC, Mujika IT. 1999. Training load and performance in swimming. In: Keskinen KL, Komi PV, Hollander AP, editors. Biomechanics and medicine in swimming VIII. Jyväskylä: University Press (Gummerus Printing). p. 429-34.
6. Edelmann-Nusser J, Hohmann A, Henneberg B. 2001. Modellierung von Wettkampfleistung im Schwimmen mittels neuronaler Netze. In: Perl J, editor. Sport und informatik VIII. Cologne: Sport und Buch Strauss. p. 11-20.
7. Eiser JR. 1994. Toward a dynamic conception of attitude consistency and change. In: Vallacher RR, Nowak A, editors. Dynamical systems in social psychology. San Diego, CA: Academic Press. p. 197-218.
8. Fitz-Clarke JR, Morton RH, Banister, EW. 1991. Optimizing athletic performance by influence curves. J Appl Physiol 71:1151-58.
9. Fry AC, Morton RH, Keast D. 1991. Overtraining in athletes: an update. Sports Medicine 12:32-65.
10. Haken H. 1983. Synergetics. An introduction. Nonequilibrium phase transitions in physics, chemistry and biology. Berlin: Springer.
11. Haken H. 1995. Erfolgsgeheimnisse der natur. Reinbek bei Hamburg: RoRoRo.
12. Hohmann A. 1992. Analysis of delayed training effects in the preparation of the west-German water polo team for the Olympic games 1988. In: MacLaren D, Reilly T, Lees A, editors. Swimming science VI. London: E & F Spon. p. 213-17.
13. Hooper SL, Mackinnon LT. 1999. Monitoring regeneration in elite swimmers. In: Lehmann M, Foster C, Gastmann U, Kaizer H, Steinacker JM, editors. Overload, performance, incompetence and regeneration in sport. New York: Kluwer Academic Plenum. p. 139-48.
14. Kreider RB, Fry AC, O'Toole ML. 1998. Overtraining in sports: terms definitions, and prevalence. In: Kreider RB, Fry AC, O'Toole ML, editors. Overtraining in sport. Champaign, IL: Human Kinetics. p. vii-ix.
15. Mujika IT, Busso T, Geyssant A, Chatard JC, Lacoste L, Barale F. 1996. Modeling the effects of training in competitive swimming. In: Troup JP, Hollander AP, Strasse D, Trappe SW, Cappaert JM, Trappe TA, editors. Biomechanics and medicine in swimming VII. London: E&F Spon. p. 221-28.