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National eco-innovation analysis with big data : a common-weights model for dynamic DEA
Kiani Mavi, Reza; Kiani Mavi, Neda - In: Technological forecasting & social change : an … 162 (2021), pp. 1-12
Persistent link: https://www.econbiz.de/10012665658
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Eco-efficiency and convergence in OECD countries
Camarero Olivas, Mariam; Castillo, Juana; Picazo Tadeo, … - In: Environmental & resource economics : the official … 55 (2013) 1, pp. 87-106
Persistent link: https://www.econbiz.de/10009745847
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From data to big data in production research : the past and future trends
Kuo, Yong-Hong; Kusiak, Andrew - In: International journal of production research 57 (2019) 15/16, pp. 4828-4853
Persistent link: https://www.econbiz.de/10012193504
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LASSO DEA for small and big data
Chen, Ya; Tsionas, Efthymios G.; Zelenyuk, Valentin - 2020
Persistent link: https://www.econbiz.de/10012428213
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Aggregation of inputs and outputs prior to Data Envelopment Analysis under big data
Zelenyuk, Valentin - In: European journal of operational research : EJOR 282 (2020) 1, pp. 172-187
Persistent link: https://www.econbiz.de/10012157592
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Big data efficiency analysis : improved algorithms for data envelopment analysis involving large datasets
Dellnitz, Andreas - In: Computers & operations research : and their … 137 (2022), pp. 1-9
Persistent link: https://www.econbiz.de/10013197622
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Comparison of dimension reduction methods for DEA under big data via Monte Carlo simulation
Chen, Zikang; Han, Song - In: Journal of management science and engineering 6 (2021) 4, pp. 363-376
Data with large dimensions will bring various problems to the application of data envelopment analysis (DEA). In this study, we focus on a "big data" problem related to the considerably large dimensions of the input-output data. The four most widely used approaches to guide dimension reduction...
Persistent link: https://www.econbiz.de/10013206386
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Acceleration of large-scale DEA computations using random forest classification
Yu, Anyu; Shi, Yu; Zhu, Joe - In: Data-enabled analytics : DEA for big data, (pp. 31-49). 2021
Persistent link: https://www.econbiz.de/10012880167
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Network DEA and big data with an application to the coronavirus pandemic
Fukuyama, Hirofumi; Weber, William L. - In: Data-enabled analytics : DEA for big data, (pp. 175-197). 2021
Persistent link: https://www.econbiz.de/10012880187
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Using network DEA and Grey Prediction Model for big data analysis : an application in the global airline efficiency
Lu, Wen-Min; Kweh, Qian Long; Mohammad Nourani; Wang, … - In: Data-enabled analytics : DEA for big data, (pp. 327-356). 2021
Persistent link: https://www.econbiz.de/10012880224