User menu

Comparing dynamics of fluency and inter-limb coordination in climbing activities using multi-scale Jensen–Shannon embedding and clustering

Bibliographic reference Herault, Romain ; Orth, Dominic ; Seifert, Ludovic ; Boulanger, Jeremie ; Lee, John Aldo. Comparing dynamics of fluency and inter-limb coordination in climbing activities using multi-scale Jensen–Shannon embedding and clustering. In: Data Mining and Knowledge Discovery, Vol. 31, no.6, p. 1758-1792 (2017)
Permanent URL http://hdl.handle.net/2078.1/189098
  1. Bardy Benoît G., Oullier Olivier, Bootsma Reinoud J., Stoffregen Thomas A., Dynamics of human postural transitions., 10.1037/0096-1523.28.3.499
  2. Basseville M, Nikiforov IV et al (1993) Detection of abrupt changes: theory and application, vol 104. Prentice Hall, Englewood Cliffs
  3. Bernstein NA, Latash ML, Turvey M (1996) Dexterity and its development. Taylor & Francis, New York
  4. Boulanger Jeremie, Seifert Ludovic, Herault Romain, Coeurjolly Jean-Francois, Automatic Sensor-Based Detection and Classification of Climbing Activities, 10.1109/jsen.2015.2481511
  5. Chow Jia Yi, Davids Keith, Button Chris, Koh Michael, Coordination changes in a discrete multi-articular action as a function of practice, 10.1016/j.actpsy.2007.04.002
  6. Cordier P, France MM, Bolon P, Pailhous J (1993) Entropy, degrees of freedom, and free climbing: a thermodynamic study of a complex behavior based on trajectory analysis. Int J Sport Psychol 24(4):370–378
  7. Davids Keith, Button Chris, Araújo Duarte, Renshaw Ian, Hristovski Robert, Movement Models from Sports Provide Representative Task Constraints for Studying Adaptive Behavior in Human Movement Systems, 10.1177/105971230601400103
  8. Demartines P., Herault J., Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets, 10.1109/72.554199
  9. Engø Kenth, 10.1023/a:1021979515229
  10. Gel'fand I M, Tsetlin M L, SOME METHODS OF CONTROL FOR COMPLEX SYSTEMS, 10.1070/rm1962v017n01abeh001124
  11. Hall Brian C., Lie Groups, Lie Algebras, and Representations, ISBN:9783319134666, 10.1007/978-3-319-13467-3
  12. Hinton GE, Roweis ST (2002) Stochastic neighbor embedding. In: Advances in neural information processing systems, pp 833–840
  13. Kelso J (1984) Phase transitions and critical behavior in human bimanual coordination. Am J Physiol Regul Integr Comp Physiol 246(6):R1000–R1004
  14. Kostrubiec Viviane, Zanone Pier-Giorgio, Fuchs Armin, Kelso J. A. Scott, Beyond the blank slate: routes to learning new coordination patterns depend on the intrinsic dynamics of the learner—experimental evidence and theoretical model, 10.3389/fnhum.2012.00222
  15. Kruskal J. B., Multidimensional scaling by optimizing goodness of fit to a nonmetric hypothesis, 10.1007/bf02289565
  16. Lee John A., Verleysen Michel, Two key properties of dimensionality reduction methods, 10.1109/cidm.2014.7008663
  17. Lee John A., Renard Emilie, Bernard Guillaume, Dupont Pierre, Verleysen Michel, Type 1 and 2 mixtures of Kullback–Leibler divergences as cost functions in dimensionality reduction based on similarity preservation, 10.1016/j.neucom.2012.12.036
  18. Lee John A., Peluffo-Ordóñez Diego H., Verleysen Michel, Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure, 10.1016/j.neucom.2014.12.095
  19. Madgwick S (2010) An efficient orientation filter for inertial and inertial/magnetic sensor arrays. Report x-io and University of Bristol, UK
  20. Madgwick S. O. H., Harrison A. J. L., Vaidyanathan R., Estimation of IMU and MARG orientation using a gradient descent algorithm, 10.1109/icorr.2011.5975346
  21. Manton J.H., A globally convergent numerical algorithm for computing the centre of mass on compact Lie groups, 10.1109/icarcv.2004.1469774
  22. Nourrit Déborah, Delignières Didier, Caillou Nicolas, Deschamps Thibault, Lauriot Brice, On Discontinuities in Motor Learning: A Longitudinal Study of Complex Skill Acquisition on a Ski-Simulator, 10.1080/00222890309602130
  23. Orth Dominic, Davids Keith, Seifert Ludovic, Coordination in Climbing: Effect of Skill, Practice and Constraints Manipulation, 10.1007/s40279-015-0417-5
  24. Pijpers J. R. (Rob), Oudejans Raoul R. D., Bakker Frank C., Beek Peter J., The Role of Anxiety in Perceiving and Realizing Affordances, 10.1207/s15326969eco1803_1
  25. Sammon J.W., A Nonlinear Mapping for Data Structure Analysis, 10.1109/t-c.1969.222678
  26. Seifert Ludovic, Coeurjolly Jean-François, Hérault Romain, Wattebled Léo, Davids Keith, Temporal dynamics of inter-limb coordination in ice climbing revealed through change-point analysis of the geodesic mean of circular data, 10.1080/02664763.2013.810194
  27. Seifert Ludovic, L’Hermette Maxime, Komar John, Orth Dominic, Mell Florian, Merriaux Pierre, Grenet Pierre, Caritu Yanis, Hérault Romain, Dovgalecs Vladislavs, Davids Keith, Pattern Recognition in Cyclic and Discrete Skills Performance from Inertial Measurement Units, 10.1016/j.proeng.2014.06.033
  28. Seifert Ludovic, Orth Dominic, Boulanger Jérémie, Dovgalecs Vladislavs, Hérault Romain, Davids Keith, Climbing Skill and Complexity of Climbing Wall Design: Assessment of Jerk as a Novel Indicator of Performance Fluency, 10.1123/jab.2014-0052
  29. Seifert Ludovic, Wattebled Léo, Herault Romain, Poizat Germain, Adé David, Gal-Petitfaux Nathalie, Davids Keith, Neurobiological Degeneracy and Affordance Perception Support Functional Intra-Individual Variability of Inter-Limb Coordination during Ice Climbing, 10.1371/journal.pone.0089865
  30. Shepard Roger N., The analysis of proximities: Multidimensional scaling with an unknown distance function. II, 10.1007/bf02289621
  31. Teulier Caroline, Delignières Didier, The nature of the transition between novice and skilled coordination during learning to swing, 10.1016/j.humov.2007.01.013
  32. Torgerson Warren S., Multidimensional scaling: I. Theory and method, 10.1007/bf02288916
  33. van der Maaten L, Hinton G (2008) Visualizing data using t-SNE. J Mach Learn Res 9:2579–2605
  34. World Medical Association Declaration of Helsinki : Ethical Principles for Medical Research Involving Human Subjects, 10.1001/jama.2013.281053