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 1 Construction of Offensive Play Measurement Items and Shot Prediction Model Applying Machine Learning in Japan Professional Football League
 Hirotaka Jo, Hiroki Matsuoka, Kozue Ando and Takahiko Nishijima
 [Received May 10, 2021; Accepted October 11, 2021]
 2 大学男子サッカー選手の間欠的高強度運動能力と無酸素性運動能力指標:同一大学内で競技水準の異なる選手の比較
西川 太智,小林 ケリム 正樹,大家 利之
[Received August 30, 2021; Accepted February 21, 2022]
 3 Characteristics of Psychological Stress Processes and Collective Efficacy in Response to Athlete-Athlete Relationship Stressors in Youth Soccer Players
 Takayuki Natsuhara, Yudai Ichikawa and Masao Nakayama
 [Received May 28, 2021; Accepted January 17, 2022]

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