인체측정치를 이용한 적정 스쿼트 깊이 예측 = 인공신경망 vs. 다중회귀분석

목차 (Table of Contents)

• 국문초록
• I. 서론
• Ⅱ. 방법론
• Ⅲ. 연구결과
• Ⅳ. 논의
• 참고문헌
• ABSTRACT

참고문헌 (Reference)

1 Negnevisky, M., "인공지능 개론" 한빛아카데미 2013

2 Anderson, D. R., "앤더슨의 통계학" 한울출판사 2007

3 박성진, "무릎 관절 각도에 따른 스쿼트 운동 수행 시 하지 근의 근전도 비교 분석" 한국사회체육학회 (53) : 879-887, 2013

4 문화체육관광부, "국민생활체육참여실태조사"

5 Wang, J., "WITHDRAWN: Urban fire forecasting models based on BP neural network and multiple linear regression: A case study from China" 2013

6 Silva, A. J., "The use of neural network technology to model swimming performance" 6 : 117-125, 2007

7 Kathiresan, G., "The relationship between ankle joint flexibility and squatting knee flexion posture in young malaysian men" 3 (3): 226-230, 2010

8 Kritz, M., "The bodyweight squat : A movement screen for the squat pattern" 31 : 76-85, 2009

9 Yumak, Z., "Survey of sensor-based personal wellness management systems" 3 (3): 254-269, 2013

10 Schoenfeld, B. J., "Squatting kinematics and kinetics and their application to exercise performance" 24 : 3497-3506, 2010

11 Mazvimavi, D., "Prediction of flow characteristics using multiple regression and neural networks : A case study in Zimbabwe" 30 : 639-647, 2005

12 Lyer, S. R., "Prediction of athletes performance using neural network : An application in cricket team selection" 36 : 5510-5522, 2009

13 Cappozzo, A., "Lumbar spine loading during half-squat exercises" 17 : 613-620, 1985

14 Kim, S., "Lower extremity Strength and the Range of Motion in Relation to Squat Depth" 45 : 59-69, 2015

15 Escamila, R. F., "Knee biomechanics of the dynamic squat exercise" 33 (33): 127-141, 2001

16 Ross, W. D., "Kinanthropometry. Physiological testing of elite athlete" Human Kinetics 223-308, 1991

17 Jager, J. M., "Identifying individuality and variability in team tactics by means of statistical shape analysis and multilayer perceptrons" 31 : 303-317, 2012

18 Fry, A. C., "Effect of knee position on hip and knee torques during the barbell squat" 17 (17): 629-633, 2003

19 Maszczyk, A., "Application of regression and neural models to predict competitive swimming performance" 114 : 610-626, 2012

20 Fuster, V., "Anthropometry and strength relationship : male-female differences" 56 : 49-56, 1998

21 Marquardt, D., "An algorithm for least-squares estimation of nonlinear parameters" 11 : 164-168, 1963

22 Nguyen, A. D., "A preliminary multifactorial approach describing the relationships among lower extremity alignment, hip muscle activation, and lower extremity joint excursion" 46 (46): 246-256, 2011

23 Maszczyk, A., "A neural network model approach to athlete selection" 13 : 83-93, 2011