Titlebook: Machine Learning and Data Mining for Sports Analytics; 8th International Wo Ulf Brefeld,Jesse Davis,Albrecht Zimmermann Conference proceedi

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Predicting Season Outcomes for?the?NBAh NBA data from 10 seasons and propose an approach for predicting game outcomes that is then used for predicting which team will be champion and which stages a team will reach in the playoffs. We show that our approach has a similar performance as the odds from betting companies and does better than ELO.

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Conference proceedings 2022 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation..

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1865-0929 ed from 29 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation..978-3-031-02043-8978-3-031-02044-5Series ISSN 1865-0929 Series E-ISSN 1865-0937

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1865-0929 rts Analytics, MLSA 2021, held as virtual event in September 2021.?.The 12 full papers and 4 short papers presented were carefully reviewed and selected from 29 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions,

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Imputation of?Non-participated Race Resultsn adaptation to the KNN imputation algorithm which uses expert knowledge on race similarity in order to facilitate the deployment of the algorithm in situations without complete cases. The method is shown to be the most performant predictive model and does this within a competitive computation time.

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