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Charles, Vincent (ed.); Aparicio, Juan (ed.); Zhu, Joe (ed.) - 2020

Persistent link: https://www.econbiz.de/10012197834

The curse of dimensionality of decision-making units : a simple approach to increase the discriminatory power of data envelopment analysis

Charles, Vincent; Aparicio, Juan; Zhu, Joe - In: European journal of operational research : EJOR 279 (2019) 3, pp. 929-940

Persistent link: https://www.econbiz.de/10012102808

Data science for better productivity : editorial

Charles, Vincent; Aparicio, Juan; Zhu, Joe - In: Journal of the Operational Research Society 72 (2021) 5, pp. 971-974

Persistent link: https://www.econbiz.de/10012588832

Special issue data science for better productivity

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

Persistent link: https://www.econbiz.de/10012588899

Enhanced efficiency assessment in manufacturing : leveraging machine learning for improved performance analysis

Guillen, Maria D.; Charles, Vincent; Aparicio, Juan - In: Omega : the international journal of management science 134 (2025), pp. 1-13

Persistent link: https://www.econbiz.de/10015407656

Estimating non-overfitted convex production technologies : a stochastic machine learning approach

Guillen, Maria D.; Charles, Vincent; Aparicio, Juan - In: European journal of operational research : EJOR 323 (2025) 1, pp. 224-240

Persistent link: https://www.econbiz.de/10015415547

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 science and productivity : a bibliometric review of data science applications and approaches in productivity evaluations

Shi, Yu; Zhu, Joe; Charles, Vincent - In: Journal of the Operational Research Society 72 (2021) 5, pp. 975-988

Persistent link: https://www.econbiz.de/10012588833

Data-enabled analytics : DEA for big data

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

Chapter 1. Data Envelopment Analysis and Big Data: A Systematic Literature Review with Bibliometric Analysis -- Chapter 2. Acceleration of large-scale DEA computations using random forest classification -- Chapter 3. The estimation of productive efficiency through machine learning techniques:...

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