Mustererkennung

Ausgewählte Literatur

2014-2007

  • Horst, F., Eekhoff, A. & Schöllhorn, W.I. (2014). Individual gait patterns are changing much more by itself. In A. De Haan, C.J. De Ruiter & E. Tsolakidis (Eds.) Book of Abstract of the 19th Annual Congress of the European College of Sport Science – 2nd – 5th July 2014, Amsterdam. Utrecht: Digital Printing Partners.
  • Schöllhorn, W.I., Beckmann, H. & Janssen, D. (2014). Identification of transdisciplinary individual movement patterns. In A. De Haan, C.J. De Ruiter & E. Tsolakidis (Eds.) Book of Abstract of the 19th Annual Congress of the European College of Sport Science – 2nd – 5th July 2014, Amsterdam. Utrecht: Digital Printing Partners.
  • Jäger, J.M. Schöllhorn, W.I. (2011) Identifying individuality and variability in team tactics by means of statistical shape analysis and multilayer perceptrons. Human Movement Science. 2011 Mar 15 (Epub ahead of print). LINK
  • Janssen, D., Schöllhorn, W.I., Newell, K.M., Jäger, Jörg M., Rost, F., Vehof, K., (2011) Diagnosing fatigue in gait patterns by support vector machines and self-organising maps, Human Movement Science. Volume 30, Issue 5, Ocober 2011, p. 966-975. LINK
  • Janssen, D., Gebkenjans, P., Beckmann, H., & Schöllhorn, W. I. (2010). Analyzing learning approaches by means of complex movement pattern analysis. International Journal of Sports Psychology 41 (special issue), pp. 18-21.
  • Janssen, D., Schöllhorn, W.I., Lubienetzki, J., Fölling, K., Kokenge, H. & Davids, K. (2008). Recognition of emotions in gait patterns by means of artificial neural nets. Journal of Nonverbal Behavior, 32, (2), 79-92. LINK
  • Jäger, J. M. & Schöllhorn, W. I. (2007). Situation-orientated recognition of tactical patterns in volleyball. Journal of Sports Sciences, 25, (12), 1345-1353. LINK
  • Jäger, J. M., Perl, J. & Schöllhorn, W. I. (2007). Analysis of players' configurations by means of artificial neural networks. International Journal of Performance Analysis in Sport, 7(3), 90-103. LINK
  • Gebkenjans, F., Beckmann, H., & Schöllhorn, W. I. (2007). Does low and high contextual interference lead to different levels of noise? [Abstract]. In P. Beek & R. van den Langenberg (Eds.), 3rd European Workshop on Movement Sciences. Book of Abstract (pp. 153-154). Köln: Sportverlag Strauß. PDF
  • Spratte, M., Janssen, D., & Schöllhorn, W. I. (2007). Recognition of jumping patterns in volleyball after traditional and differential strength training by means of artificial neural nets [Abstract]. In P. Beek & R. van den Langenberg (Eds.), 3rd European Workshop on Movement Sciences. Book of Abstract (pp. 167-168). Köln: Sportverlag Strauß. PDF
  • Ulm, M. C., Licka, T., Peham, C., & Schöllhorn, W. I. (2007). Comparison of learning approaches in horse dressage riding [Abstract]. In P. Beek & R. van den Langenberg (Eds.), 3rd European Workshop on Movement Sciences. Book of Abstract (pp. 65-66). Köln: Sportverlag Strauß. PDF

2006

  • Schöllhorn, W.I., Peham, C., Licka, T. & Scheidl, M. (2006): A pattern recognition approach for the quantification of horse and rider interactions. Equine Veterinary Journal, Suppl. 2006, 152, (36), 400-405.
  • Janssen, D., Schöllhorn, W. I. & Fölling, K. (2006). Analyse musikalischer Intervention beim Gang mittels neuronaler Netze. In: Edelmann-Nusser, J. & Witte, K. (Hrsg.). Sport und Informatik IX. Bericht zum 6. Workshop Sportinformatik der dvs-Sektion Sportinformatik. Aachen: Shaker Verlag, 55-60.
  • Janssen, D., Schöllhorn, W. I. & Lubienetzki, J. (2006). Diagnose emotionaler Zustände beim Gang mittels neuronaler Netze. In: Edelmann-Nusser, J. & Witte, K. (Hrsg.). Sport und Informatik IX. Bericht zum 6. Workshop Sportinformatik der dvs-Sektion Sportinformatik. Aachen: Shaker Verlag, 257-262.

2005-2001

  • Schöllhorn, W., & Lubienetzki, J. (2005). Process-oriented analysis of kinematic gait patterns within families. in Jahrestagung der DGfB biomechanica V (p. 110). Hamburg: TuTech Innovation GmbH.
  • Schöllhorn, W. I. (2004). Applications of artificial neural nets in clinical biomechanics. Clinical Biomechanics, 19, 876-898. LINK ">;Titel anhand dieser DOI in Citavi-Projekt übernehmen'/> ">;Titel anhand dieser DOI in Citavi-Projekt übernehmen'/> ">;Titel anhand dieser DOI in Citavi-Projekt übernehmen'/> ">;Titel anhand dieser DOI in Citavi-Projekt übernehmen'/>
  • Jäger, J., Alichmann, M., & Schöllhorn, W. I. (2003). Erkennung von Ermüdungszuständen anhand von Bodenreaktionskräften mittels neuronaler Netze. In: Biologische Systeme - Mechanische Eigenschaften und ihre Adaptation bei körperlicher Belastung (pp. 179-183). Hamburg: Czwalina.
  • Schöllhorn, W. I. & Perl, J. (2002). Prozessanalysen in der Bewegungs- und Sportspielforschung. Spectrum der Sportwissenschaften, 14, 30-52.
  • Schöllhorn, W. I., Schaper, H., Kimmeskamp, S., & Milani, T. (2002). Inter- and intra-individual differentiation of dynamic foot pressure patterns by means of artificial neural nets. Gait & Posture, 16, S172.
  • Schöllhorn, W. I., Nigg, B.M., Stefanyshyn, D. & Liu, W. (2002). Identification of individual walking patterns using time discrete and time continuous data sets. Gait & Posture. 15 (2), 180-186. LINK
  • Schöllhorn, W.I. Müller, E. Lindinger, S. Raschner, C. Schwameder, H. (2001) Individuality and Generality in ski turning techniques. In Müller, E. Ski-Science 2nd World Congress on Ski Science St. Christoph. 69-83.
  • Schöllhorn, W.I. Peham, C. Licka,T. Scheidl, M. (2001) Rider- Horse interactions by means of pattern recognition approach. In Mester, J. King, G. Strüder, H. Tsolakidis, E. Osterburg,A. (Ed.) Perspectives and Profiles. 6th European College on Sports Science Congress Cologne. 333.
  • Schöllhorn, W.I. Bauer, H.U. (2001) Zwei verlaufsorientierte Ansätze zur Erkennung individueller Bewegungsstile mit neuronalen Netzen. In: Zschorlich,V. Prävention und Rehabilitation des Haltungs- und Bewegungsapparates im Sport. (2001) Oldenburg 1997. Hamburg: Czwalina.

1999-1997

  • Schöllhorn, W.I. Bauer, H.U. (1999) Parametrized versus Process-oriented movement pattern recognition by means of self organized Kohonen maps. In: Blaser, P. Sport Kinetics '97. Theories of Human Motor Performance and their reflections in practice. Magdeburg.
  • Schöllhorn, W.I. Bauer, H.U. (1998) Identifying individual movement styles in high performance sports by means of self organizing Kohonen maps. In: Riehle,H. Vieten,M. XVI. International Symposium on Biomechanics in Sports. Konstanz: Universitätsverlag. 574-577.
  • Schöllhorn, W.I. Bauer, H.U. (1998) Assessment of running patterns using neural networks. Mester, J. Perl, J. Sport und Informatik. Köln: Sport Buch Strauss: 169-176.
  • Schöllhorn, W.I. Bauer, H.U. (1998) Identifying individual movement styles in high performance sports by means of self organizing Kohonen maps. In: Riehle,H. Vieten,M. XVI. International Symposium on Biomechanics in Sports. Konstanz: Universitätsverlag. 574-577.
  • Bauer, H.U. Schöllhorn, W. I. (1997) Self-organizing maps for the analysis of complex movement patterns. Neural Processing Letters, 5, 193-198. LINK
  • Schöllhorn, W.I. Bauer, H.U. (1997) Linear - nonlinear classification of complex time course patterns. In: Bangsbo,J. Saltin,B. Bonde,H. Hellsten,Y. Ibsen,B. Kjaer,M. Sjogaard,G.: Conference proceedings of the 2nd European College of Sport Science. Copenhagen, Universi
    ty of Copenhagen, 308-309.
  • Schöllhorn, W.I. Bauer, H.U. (1997) Erkennung von Bewegungsmustern mit neuronalen Netzen. In: Blickhan,R. Kirchner,K.: DVS Nachwuchsworkshop Motorik und Biomechanik in Jena.