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Articles

Modelling and analysing track cycling Omnium performances using statistical and machine learning techniques

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Pages 954-962 | Received 08 Mar 2012, Accepted 06 Dec 2012, Published online: 16 Jan 2013

References

  • Betsch , T. 2008 . “ The nature of intuition and its neglect in research on judgment and decision making ” . In Intuition in judgment and decision making Edited by: Plessner , H. , Betsch , C. and Betsch , T. 3 – 22 .
  • Bhandari , I. , Colet , E. , Parker , J. , Pines , Z. , Pratap , R and Ramanujam , K. 1997 . Advanced scout: Data mining and knowledge discovery in NBA data . Data Mining and Knowledge Discovery , 1 ( 1 ) : 121 – 125 .
  • Birnie , L. 2009 . Cycling Weekly December 17. Retrieved from http://www.cyclingweekly.co.uk/news/latest/435675/olympic-Omnium-format-unveiled.html
  • Brown , M. R. , Delau , S. and Desgorces , F. D. 2010 . Effort regulation in rowing races depends on performance level and exercise mode . Journal of Sports Science and Medicine , 13 ( 6 ) : 613 – 617 .
  • Chen , I. , Homma , H. , Jin , C. and Yan , H. H. 2007 . Identification of elite swimmers’ race patterns using cluster analysis . International Journal of Sports Science and Coaching , 3 : 293 – 303 .
  • Edelmann-Nusser , J. , Hohmann , A. and Henneberg , B. 2002 . Modelling and prediction of competitive performance in swimming upon neural networks . European Journal of Sport Science , 2 : 1 – 10 .
  • Fiedler , K. , Brinkmann , B. , Betsch , T. and Wild , B. 2000 . A sampling approach to biases in conditional probability judgments: Beyond baserate neglect and statistical format . Journal of Experimental Psychology: General , 129 : 1 – 20 .
  • Johnson , M. B. , Edmonds , W. A. , Jain , S. and Cavasos , J. Jr. 2009 . Analysis of elite swimming performances and their respective between-gender differences over time . Journal of Quantitative Analysis in Sports , 5 ( 4 )
  • Lamb , P. , Bartlett , R. and Robins , A. 2010 . Self-organizing maps: An objective method for clustering complex human movement . International Journal of Computer Science in Sport , 9 : 20 – 29 .
  • Ofoghi , B. , Zeleznikow , J. , MacMahon , C. and Dwyer , D. A machine learning approach to predicting winning patterns in track cycling Omnium . Proceedings of the International Federation for Information Processing (IFIP) conference on advances in information and communication technology . , 331, 67–76
  • Plessner , H. and Haar , T. 2006 . Sports performance judgments from a social cognitive perspective . Psychology of Sport and Exercise , 7 : 555 – 575 .
  • Plessner , H. , Hartmann , C. , Hohmann , N. and Zimmermann , I. 2001 . Achtung Stichprobe! Der Einfluss der Informationsgewinnung auf die Bewertung sportlicher Leistungen [Beware of samples! The influence of sampling processes on the judgment of sport performance] . Psychologie und Sport , 8 : 91 – 100 .
  • Pollard , G. and Pollard , G. 2010 . Four ball best ball 1 . Journal of Sports Science and Medicine , 9 : 86 – 91 .
  • Ransdell , L. B. , Vener , J. and Huberty , J. 2009 . Masters athletes: An analysis of running, swimming and cycling performance by age and gender . Journal of Exercise Science and Fitness , 7 ( 2 ) : S61 – S73 .
  • Vaz , L. , Rooyen , M. V. and Sampaio , J. 2010 . Rugby game-related statistics that discriminate between winning and losing teams in IRB and super twelve close games . Journal of Sports Science and Medicine , 9 : 51 – 55 .
  • Vezos , N. , Gourgoulis , V. , Aggeloussis , N. , Kasimatis , P. , Christoforidis , C. and Mavromatis , G. 2007 . Underwater stroke kinematics during breathing and breath-holding front crawl swimming . Journal of Sports Science and Medicine , 6 : 58 – 62 .

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