'Engine matters': A first large scale data driven study on cyclists' performance

Proceedings - IEEE 13th International Conference on Data Mining Workshops, ICDMW 2013

Volumn , Issue , 2013, Pages 147-153

  Cintia, Paolo ^a   Pappalardo, Luca ^a   Pedreschi, Dino ^b  

^a ISTI CNR   (Italy)

^b UNIVERSITY OF PISA   (Italy)

Author keywords

Science of success; Sport data mining

Indexed keywords

DATA MINING; ENGINES; HEALTH;

LARGE SCALE DATA; REST PERIODS; SCIENCE OF SUCCESS; SOCIAL INFLUENCE; SPORT PERFORMANCE; STRESS PEAKS; TIME EVOLUTIONS; TRAINING PATTERNS;

SPORTS;

EID: 84898032066     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2013.41     Document Type: Conference Paper

References (10)

1. www. strava. com
2. R. Schumaker, O. Solieman, H. Chen, Sports Data Mining, Springer, 2010.
3. L. Smith, B. Lipcomb, A. Smikins, Data Mining in Sports: Predicting CY Young Award Winners, Journal of Computing Sciences in Colleges archive, Volume 22 Issue 4, April 2007.
4. A. Terroba, W. A. Kosters, J. K. Vis, Tactical Analysis Modeling Through Data Mining, Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, 2010.
5. J. Friel, The cyclists' training bible, Velopress, 2003.
6. Boris Blumenstein, Ronnie Lidor, Gershon Tenenbaum, Psychology of Sport Training, Meyer &Meyer Verlag, 2007
7. A. Luca, J. Hoyos, M. Perez, J. L. Chicharro, Heart rate and performance parameters in elite cyclists: A longitudinal study, Medicine &Science in Sports &Exercise, 2000
8. A. R. Coggan, Training and racing with a power meter: an introduction, Revised 25 March 2003 [online]. Available from URL: http: //www. midweekclub. ca/articles/coggan. pdf
9. M. Ferrari, The riders' performance: how to measure it?, Published 1 mar 2003. Available form URL: http: //www. 53x12. com/do/show?page=article&id=21
10. Pang-Ning Tan, M. Steinbach, V. Kumar, Introduction to Data Mining, Addison-Wesley Longman Publishing Co., Inc. Boston, MA, USA, 2005.