Search Results - subject:"data-enabled analytics"

Operating efficiency in Chinese universities : an extended two-stage network DEA approach

Chen, Ya; Ma, Xuanxuan; Yan, Ping; Wang, Mengyuan - In: Journal of management science and engineering 6 (2021) 4, pp. 482-498

Operating efficiency of universities is widely concerned by the education community. As a non-parametric method for efficiently handling multiple inputs and outputs, data envelopment analysis (DEA) is often used for measuring the operating efficiency. However, shared input resources are often...

Persistent link: https://www.econbiz.de/10013207218

Data envelopment analysis and big data : a systematic literature review with bibliometric analysis

Charles, Vincent; Gherman, Tatiana; Zhu, Joe - In: Data-enabled analytics : DEA for big data, (pp. 1-29). 2021

Persistent link: https://www.econbiz.de/10012880161

Data-enabled analytics : DEA for big data

Zhu, Joe (ed.); Charles, Vincent (ed.) - 2021

Persistent link: https://www.econbiz.de/10012549067

Data-enabled analytics : DEA for big data

Zhu, Joe (ed.); Charles, Vincent (ed.) - 2021

instance, DEA could be viewed as a data mining tool for data-enabled analytics. One opportunity is brought by the existence of …

Persistent link: https://www.econbiz.de/10012793283

LASSO + DEA for small and big wide data

Chen, Ya; Tsionas, Efthymios G.; Zelenyuk, Valentin - 2020 - Revised version

Persistent link: https://www.econbiz.de/10012428442

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

Parallel processing and large-scale datasets in data envelopment analysis

Khezrimotlagh, Dariush - In: Data-enabled analytics : DEA for big data, (pp. 159-174). 2021

Persistent link: https://www.econbiz.de/10012880184

Measuring Chinese bank performance with undesirable outputs : a slack-based two-stage network DEA approach

Chen, Ya; Wang, Mengyuan; Yang, Jingyu - In: Data-enabled analytics : DEA for big data, (pp. 299-326). 2021

Persistent link: https://www.econbiz.de/10012880217

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

LASSO+DEA for small and big wide data

Chen, Ya; Tsionas, Efthymios G.; Zelenyuk, Valentin - In: Omega : the international journal of management science 102 (2021), pp. 1-21

Persistent link: https://www.econbiz.de/10012514432