# Achievement Prediction and Performance Assessment System for Nations in the Asian Games
## 2 Materials and Methods
### Back-Propagation DEA Algorithm
(2021) [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON]; et al. A hybrid data envelopment analysis-artificial neural network prediction model for COVID-19 severity in transplant recipients. _Artif. Intell. Rev._**2021**, _54_, 4653-4684. [CrossRef]
* [PERSON] (2020) [PERSON] The construction of sports culture industry growth forecast model based on big data. _Pers. Ubiquitous Comput._**2020**, _24_, 5-17. [CrossRef]
* [PERSON] and [PERSON] (2009) [PERSON]; [PERSON] [PERSON] Game creativity analysis using neural networks. _J. Sports Sci._**2009**, _27_, 139-149. [CrossRef]
* [PERSON] et al. (2009) [PERSON]; [PERSON]; [PERSON] Predicting NBA games using neural networks. _J. Quant. Anal. Sports_**2009**, \(5\), 1-17. [CrossRef]
* [PERSON] and [PERSON] (2012) [PERSON]; [PERSON] [PERSON] Olympic medals and demo-economic factors: Novel predictors, the ex-host effect, the exact role of team size, and the \"population-CDP\" model revisited. _Sport Manag. Rev._**2012**, _15_, 211-217. [CrossRef]
* [PERSON] and [PERSON] (2015) [PERSON]; [PERSON] A study of efficiency monitoring systems for match-fixing players in the Chinese Professional Baseball League. _Eur. Sport Manag. Q_**2015**, _15_, 301-322. [CrossRef]
* [PERSON] et al. (2017) [PERSON]; [PERSON]; [PERSON] The prediction of action positions in team handball by non-linear hybrid neural networks. _Int. J. Perform. Anal. Sport_**2017**, _17_, 293-302. [CrossRef]
* [PERSON] and [PERSON] (2017) [PERSON]; [PERSON] Prediction of team league's rankings in volleyball by artificial neural network method. _Int. J. Perform. Anal. Sport_**2017**, _17_, 202-211. [CrossRef]
* [PERSON] et al. (2018) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] Real-time track cycling performance prediction using ANFIS system. _Int. J. Perform. Anal. Sport_**2018**, _18_, 806-822. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON]; [PERSON] Identifying playing talent in professional football using artificial neural networks. _J. Sports Sci._**2020**, _38_, 1211-1220. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON] Understanding season ticket holder attendance decisions. _J. Sport Manag._**2021**, _35_, 239-253. [CrossRef]
* [PERSON] et al. (2021) [PERSON]; [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON] Improving data acquisition speed and accuracy in sport using neural networks. _J. Sports Sci._**2021**, _39_, 513-522. [CrossRef]
* [PERSON] (2022) [PERSON] Sports achievement prediction and influencing factors analysis combined with deep learning model. _Sci. Program._**2022**, _2022_, 3547703. [CrossRef]
* [PERSON] et al. (2023) [PERSON]; [PERSON]; [PERSON]; [PERSON] [PERSON]; [PERSON]; [PERSON] [PERSON] A comprehensive performance assessment system for diagnosis and decision-support to improve water and energy efficiency and its demonstration in Portuguese collective irrigation systems. _Agric. Water Manag._**2023**, _275_, 107998. [CrossRef]
* [PERSON] et al. (2018) [PERSON] [PERSON]; [PERSON]; [PERSON]; [PERSON] Performance management in times of change: Experiences of implementing a performance assessment system in a district in South Africa. _Int. J. Equity Health_**2018**, _17_, 141. [CrossRef]
* [PERSON] et al. (2020) [PERSON]; [PERSON]; [PERSON] Supporting better practice benchmarking: A DEA-ANN approach to bank branch performance assessment. _Expert Syst. Appl._**2020**, _160_, 113599. [CrossRef]
* [PERSON] and [PERSON] (2021) [PERSON]; [PERSON] Efficiency evaluation of china's public sports services: A three-stage DEA model. _Int. J. Environ. Res. Public Health_**2021**, _18_, 10597. [CrossRef] [PubMed]
* [PERSON] et al. (1986) [PERSON]; [PERSON]; [PERSON] Learning representations by back-propagating errors. _Nature_**1986**, _323_, 533-536. [CrossRef]
* [PERSON] et al. (2016) [PERSON]; [PERSON]; [PERSON]; [PERSON] An improved method to construct basic probability assignment based on the confusion matrix for classification problem. _Inf.