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Data-enabled analytics : DEA for big data
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ECONIS (ZBW)
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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
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2
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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3
The estimation of productive efficiency through machine learning techniques : efficiency analysis trees
Aparicio, Juan
;
Esteve, Miriam
;
Rodriguez-Sala, Jesus J.
; …
- In:
Data-enabled analytics : DEA for big data
,
(pp. 51-92)
.
2021
Persistent link: https://www.econbiz.de/10012880171
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4
Hybrid data science and reinforcement learning in data envelopment analysis
Lee, Chia-Yen
;
Hung, Yu-Hsin
;
Chen, Yen-Wen
- In:
Data-enabled analytics : DEA for big data
,
(pp. 93-122)
.
2021
Persistent link: https://www.econbiz.de/10012880174
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Aggregation of outputs and inputs for DEA analysis of hospital efficiency : economics, operations research and data science perspectives
Bao Hoang Nguyen
;
Zelenyuk, Valentin
- In:
Data-enabled analytics : DEA for big data
,
(pp. 123-158)
.
2021
Persistent link: https://www.econbiz.de/10012880177
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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
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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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8
Hierarchical data envelopment analysis for classification of high-dimensional data
Yu, Ming-miin
;
See, Kok Fong
;
Hsiao, Bo
- In:
Data-enabled analytics : DEA for big data
,
(pp. 199-229)
.
2021
Persistent link: https://www.econbiz.de/10012880190
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9
Dominance network analysis : hybridizing DEA and complex networks for data analytics
Calzada-Infante, Laura
;
Lozano, Sebastián
- In:
Data-enabled analytics : DEA for big data
,
(pp. 231-262)
.
2021
Persistent link: https://www.econbiz.de/10012880194
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10
Value extracting in relative performance appraisal with network DEA : an application to U.S. equity mutual funds
Fukuyama, Hirofumi
;
Galagedera, Don U. A.
- In:
Data-enabled analytics : DEA for big data
,
(pp. 263-297)
.
2021
Persistent link: https://www.econbiz.de/10012880202
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