{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T08:26:25Z","timestamp":1743150385332,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030649111"},{"type":"electronic","value":"9783030649128"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-64912-8_5","type":"book-chapter","created":{"date-parts":[[2020,12,9]],"date-time":"2020-12-09T19:22:00Z","timestamp":1607541720000},"page":"51-61","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Physical Performance Optimization in Football"],"prefix":"10.1007","author":[{"given":"Gergely","family":"Dobreff","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P\u00e9ter","family":"Revisnyei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G\u00e1bor","family":"Schuth","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gy\u00f6rgy","family":"Szigeti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"L\u00e1szl\u00f3","family":"Toka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alija","family":"Pa\u0161i\u0107","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,12,10]]},"reference":[{"issue":"1","key":"5_CR1","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1145\/321105.321111","volume":"9","author":"R Bellman","year":"1962","unstructured":"Bellman, R.: Dynamic programming treatment of the travelling salesman problem. J. ACM 9(1), 61\u201363 (1962)","journal-title":"J. ACM"},{"issue":"1","key":"5_CR2","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1093\/bmb\/ldm014","volume":"81","author":"P Brancaccio","year":"2007","unstructured":"Brancaccio, P., Maffulli, N., Limongelli, F.M.: Creatine kinase monitoring in sport medicine. Br. Med. Bull. 81(1), 209\u2013230 (2007)","journal-title":"Br. Med. Bull."},{"issue":"2","key":"5_CR3","doi-asserted-by":"publisher","first-page":"852","DOI":"10.1152\/japplphysiol.00924.2001","volume":"92","author":"DJ Dijk","year":"2002","unstructured":"Dijk, D.J., Lockley, S.W.: Invited review: integration of human sleep-wake regulation and circadian rhythmicity. J. Appl. Physiol. 92(2), 852\u2013862 (2002)","journal-title":"J. Appl. Physiol."},{"key":"5_CR4","unstructured":"Faigle, U., Kern, W., Still, G.: Algorithmic Principles of Mathematical Programming. chap. 9, pp. 181\u2013182, Springer Science & Business Media (2013)"},{"issue":"8","key":"5_CR5","doi-asserted-by":"publisher","first-page":"1394","DOI":"10.1097\/00005768-200108000-00023","volume":"33","author":"R Hedelin","year":"2001","unstructured":"Hedelin, R., Bjerle, P., Henriksson-Larsen, K.: Heart rate variability in athletes: relationship with central and peripheral performance. Med. Sci. Sports Exercise 33(8), 1394\u20131398 (2001)","journal-title":"Med. Sci. Sports Exercise"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Ho, T.K.: Random decision forests. In: Proceedings of 3rd International Conference on Document Analysis and Recognition, vol. 1, pp. 278\u2013282. IEEE (1995)","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Karp, R.M.: Reducibility among combinatorial problems. In: Complexity of Computer Computations. The IBM Research Symposia Series. Springer, Boston, MA (1972)","DOI":"10.1007\/978-1-4684-2001-2_9"},{"issue":"4","key":"5_CR8","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1080\/02701367.2005.10599318","volume":"76","author":"Y Kobayashi","year":"2005","unstructured":"Kobayashi, Y., Takeuchi, T., Hosoi, T., Yoshizaki, H., Loeppky, J.A.: Effect of a marathon run on serum lipoproteins, creatine kinase, and lactate dehydrogenase in recreational runners. Res. Q. Exerc. Sport 76(4), 450\u2013455 (2005)","journal-title":"Res. Q. Exerc. Sport"},{"issue":"6","key":"5_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/3136625","volume":"50","author":"J Li","year":"2017","unstructured":"Li, J., et al.: Feature selection: a data perspective. ACM Comput. Surv. 50(6), 1\u201345 (2017)","journal-title":"ACM Comput. Surv."},{"issue":"4","key":"5_CR10","doi-asserted-by":"publisher","first-page":"457","DOI":"10.1042\/cs0710457","volume":"71","author":"B Maciel","year":"1986","unstructured":"Maciel, B., Gallo, J.L., Marin, J.N., Lima, E.F., Martins, L.: Autonomic nervous control of the heart rate during dynamic exercise in normal man. Clin. Sci. 71(4), 457\u2013460 (1986)","journal-title":"Clin. Sci."},{"issue":"11","key":"5_CR11","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1055\/s-0031-1280776","volume":"32","author":"T Meyer","year":"2011","unstructured":"Meyer, T., Meister, S.: Routine blood parameters in elite soccer players. Int. J. Sports Med. 32(11), 875\u2013881 (2011)","journal-title":"Int. J. Sports Med."},{"key":"5_CR12","doi-asserted-by":"crossref","unstructured":"Molnar, C.: Interpretable Machine Learning. Lulu.com (2019)","DOI":"10.21105\/joss.00786"},{"issue":"10","key":"5_CR13","doi-asserted-by":"publisher","first-page":"674","DOI":"10.1136\/bjsm.2006.034041","volume":"41","author":"V Mougios","year":"2007","unstructured":"Mougios, V.: Reference intervals for serum creatine kinase in athletes. Br. J. Sports Med. 41(10), 674\u2013678 (2007)","journal-title":"Br. J. Sports Med."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Osorio, J.J., M\u00e9ndez, E.A., Aguirre-Acevedo, D., Osorio-Ciro, J., Calder\u00f3n, J.C., Gallo-Villegas, J.A.: Creatine phosphokinase and urea asbiochemical markers of muscle injuries in professional football players. Asian J. Sports Med. 9(4) (2018)","DOI":"10.5812\/asjsm.60386"},{"issue":"2","key":"5_CR15","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1007\/s10484-012-9185-2","volume":"37","author":"M Paul","year":"2012","unstructured":"Paul, M., Garg, K.: The effect of heart rate variability biofeedback on performance psychology of basketball players. Appl. Psychophysiol. Biofeedback 37(2), 131\u2013144 (2012)","journal-title":"Appl. Psychophysiol. Biofeedback"},{"issue":"2","key":"5_CR16","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1016\/j.csm.2005.01.001","volume":"24","author":"TT Postolache","year":"2005","unstructured":"Postolache, T.T., Hung, T.M., Rosenthal, R.N., Soriano, J.J., Montes, F., Stiller, J.W.: Sports chronobiology consultation: from the lab to the arena. Clin. Sports Med. 24(2), 415\u2013456 (2005)","journal-title":"Clin. Sports Med."},{"key":"5_CR17","unstructured":"Roche, Mannheim, Germany: Reflotron plus clinical chemistry analyzer, https:\/\/diagnostics.roche.com"},{"issue":"1","key":"5_CR18","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1016\/j.ncl.2007.11.012","volume":"26","author":"C Samuels","year":"2008","unstructured":"Samuels, C.: Sleep, recovery, and performance: the new frontier in high-performance athletics. Neurol. Clin. 26(1), 169\u2013180 (2008)","journal-title":"Neurol. Clin."},{"key":"5_CR19","doi-asserted-by":"publisher","first-page":"258","DOI":"10.3389\/fpubh.2017.00258","volume":"5","author":"F Shaffer","year":"2017","unstructured":"Shaffer, F., Ginsberg, J.: An overview of heart rate variability metrics and norms. Frontiers Public Health 5, 258 (2017)","journal-title":"Frontiers Public Health"},{"issue":"2","key":"5_CR20","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1590\/S0102-76382009000200018","volume":"24","author":"LCM Vanderlei","year":"2009","unstructured":"Vanderlei, L.C.M., Pastre, C.M., Hoshi, R.A., Carvalho, T.D.D., Godoy, M.F.D.: Basic notions of heart rate variability and its clinical applicability. Braz. J. Cardiovasc. Surg. 24(2), 205\u2013217 (2009)","journal-title":"Braz. J. Cardiovasc. Surg."},{"key":"5_CR21","unstructured":"WHOOP: Whoop strap 3.0. https:\/\/www.whoop.com\/"},{"key":"5_CR22","unstructured":"Catapult Group International Ltd. https:\/\/www.catapultsports.com\/"}],"container-title":["Communications in Computer and Information Science","Machine Learning and Data Mining for Sports Analytics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-64912-8_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,18]],"date-time":"2024-08-18T19:51:52Z","timestamp":1724010712000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-64912-8_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030649111","9783030649128"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-64912-8_5","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"10 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MLSA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Machine Learning and Data Mining for Sports Analytics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ghent","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belgium","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"mlsa2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/dtai.cs.kuleuven.be\/events\/MLSA20\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"22","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"5","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"6","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"23% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Due to the COVID-19 pandemic the conference was held online.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}