Abstract
In this chapter, we delve into the importance of certain anthropometric- and age-related variables in the detection of high-performance players during an indoor volleyball tournament. It is demonstrated that high-performance players in this sport are essentially taller, relatively younger, as well as slightly heavier, whilst huge body size coupled with higher age is found to be associated with low performance in the sport of men indoor volleyball. Moreover, an ANN-based classification model was found to be effective in the identification of the performance classes of the players.
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References
Musa, R.M., Majeed, A.P.P.A., Kosni, N.A., Abdullah, M.R.: Identifying talent in sepak takraw via anthropometry indexes. In: Machine Learning in Team Sports, pp. 29–39. Springer (2020)
Musa, R.M., Taha, Z., Majeed, A.P.P.A., Abdullah, M.R.: Anthropometry correlation towards archery performance. In: Machine Learning in Sports, pp. 29–35. Springer (2019)
Ostojic, S.M., Mazic, S., Dikic, N.: Profiling in basketball: physical and physiological characteristics of elite players. J. Strength Cond. Res. 20, 740–744 (2006)
Ball, T.E., Massey, B.H., Misner, J.E., Mckeown, B.C., Lohman, T.G.: The relative contribution of strength and physique to running and jumping performance of boys 7-11. J. Sports Med. Phys. Fitness 32, 364–371 (1992)
Masanovic, B.: Comparative study of anthropometric measurement and body composition between junior basketball and volleyball players from Serbian national league. Sport Mont. 16, 19–24 (2018)
Giannopoulos, N., Vagenas, G., Noutsos, K., Barzouka, K., Bergeles, N.: Somatotype, level of competition, and performance in attack in elite male volleyball. J. Hum. Kinet. 58, 131 (2017)
Pastuszak, A., Busko, K., Kalka, E.: Somatotype and body composition of volleyball players and untrained female students-reference group for comparison in sport. Anthropol. Rev. 79, 461 (2016)
Milić, M., Grgantov, Z., Chamari, K., Ardigò, L.P., Bianco, A., Padulo, J.: Anthropometric and physical characteristics allow differentiation of young female volleyball players according to playing position and level of expertise. Biol. Sport. 34, 19 (2017)
Gualdi-Russo, E., Zaccagni, L.: Somatotype, role and performance in elite volleyball players. J. Sports Med. Phys. Fitness 41, 256 (2001)
Gaurav, V., Singh, S.: Anthropometric characteristics, somatotyping and body composition of volleyball and basketball players. J. Phys. Educ. Sport Manag. 1, 28–32 (2010)
Najmi, N., Abdullah, M.R., Juahir, H., Maliki, A., Musa, R.M., Mat-Rasid, S.M., Adnan, A., Kosni, N.A., Eswaramoorthi, V., Alias, N.: Comparison of body fat percentage and physical performance of male national senior and junior karate athletes. J. Fundam. Appl. Sci. 10, 485–511 (2018)
Maliki, A.B.H.M., Abdullah, M.R., Juahir, H., Muhamad, W.S.A.W., Nasir, N.A.M., Musa, R.M., Mat-Rasid, S.M., Adnan, A., Kosni, N.A., Abdullah, F., Abdullah, N.A.S.: The role of anthropometric, growth and maturity index (AGaMI) influencing youth soccer relative performance. In: IOP Conference Series: Materials Science and Engineering. Institute of Physics Publishing (2018). https://doi.org/10.1088/1757-899X/342/1/012056
Abdullah, M.R., Maliki, A., Musa, R.M., Kosni, N.A., Juahir, H., Mohamed, S.B.: Identification and comparative analysis of essential performance indicators in two levels of soccer expertise. Int. J. Adv. Sci. Eng. Inf. Technol. 7, 305–314 (2017)
Taha, Z., Haque, M., Musa, R.M., Abdullah, M.R., Maliki, A., Alias, N., Kosni, N.A.: Intelligent prediction of suitable physical characteristics toward archery performance using multivariate techniques. J. Glob. Pharm. Technol. 9, 44–52 (2009)
Musa, R.M., Majeed, A.P.P.A., Kosni, N.A., Abdullah, M.R.: An overview of beach soccer, sepak takraw and the application of machine learning in team sports. Mach. Learn. Team Sport. 1–12 (2020)
Razali, M.R., Alias, N., Maliki, A., Musa, R.M., Kosni, L.A., Juahir, H.: Unsupervised pattern recognition of physical fitness related performance parameters among Terengganu youth female field hockey players. Int. J. Adv. Sci. Eng. Inf. Technol. 7, 100–105 (2017)
Taha, Z., Razman, M.A.M., Adnan, F.A., Abdul Ghani, A.S., Abdul Majeed, A.P.P., Musa, R.M., Sallehudin, M.F., Mukai, Y.: The identification of hunger behaviour of lates calcarifer through the integration of image processing technique and support vector machine. In: IOP Conference Series: Materials Science and Engineering (2018). https://doi.org/10.1088/1757-899X/319/1/012028
Musa, R.M., Majeed, A.P.P.A., Taha, Z., Abdullah, M.R., Maliki, A.B.H.M., Kosni, N.A.: The application of artificial neural network and k-nearest neighbour classification models in the scouting of high-performance archers from a selected fitness and motor skill performance parameters. Sci. Sports 34, e241–e249 (2019)
Abdullah, M.R., Musa, R.M., Kosni, N.A., Maliki, A., Haque, M.: Profiling and distinction of specific skills related performance and fitness level between senior and junior Malaysian youth soccer players. Int. J. Pharm. Res. 8, 64–71 (2016)
Maliki, A.B.H.M., Abdullah, M.R., Juahir, H., Abdullah, F., Abdullah, N.A.S., Musa, R.M., Mat-Rasid, S.M., Adnan, A., Kosni, N.A., Muhamad, W.S.A.W., Nasir, N.A.M.: A multilateral modelling of youth soccer performance index (YSPI). IOP Conf. Ser. Mater. Sci. Eng. 342, (2018). https://doi.org/10.1088/1757-899X/342/1/012057
Reilly, T., Secher, N., Snell, P., Williams, C.: Physiology of sports: an overview. Physiol. Sport. 465–485 (1990)
Stamm, R., Stamm, M., Jairus, A., Toop, R., Tuula, R., João, P.V.: Do height and weight play an important role in block and attack efficiency in high-level men’s volleyball? Pap. Anthropol. 26, 64–71 (2017)
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Muazu Musa, R., Abdul Majeed, A.P.P., Suhaimi, M.Z., Mohd Razman, M.A., Abdullah, M.R., Abu Osman, N.A. (2021). Anthropometric Variables in the Identification of High-performance Volleyball Players. In: Machine Learning in Elite Volleyball. SpringerBriefs in Applied Sciences and Technology. Springer, Singapore. https://doi.org/10.1007/978-981-16-3192-4_5
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DOI: https://doi.org/10.1007/978-981-16-3192-4_5
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