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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
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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
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Random Forests and the measurement of super-efficiency in the context of Free Disposal Hull
Esteve, Miriam; Aparicio, Juan; Rodriguez-Sala, Jesus J.; … - In: European journal of operational research : EJOR 304 (2023) 2, pp. 729-744
Persistent link: https://www.econbiz.de/10013534560
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Enhancing enterprise investment efficiency through artificial intelligence : the role of accounting information transparency
Zhao, Xin; Zhai, Guoqing; Charles, Vincent; Gherman, Tatiana - In: Socio-economic planning sciences : the international … 96 (2024), pp. 1-12
Persistent link: https://www.econbiz.de/10015166457
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Societal attitudes toward service robots : adore, abhor, ignore, or unsure?
Yoganathan, Vignesh; Osburg, Victoria-Sophie; Colladon, … - In: Journal of service research 28 (2025) 1, pp. 93-111
Persistent link: https://www.econbiz.de/10015386476
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A DEA and random forest regression approach to studying bank efficiency and corporate governance
Thaker, Keyur; Charles, Vincent; Pant, Abhay; Gherman, … - In: Journal of the Operational Research Society 73 (2022) 6, pp. 1258-1277
Persistent link: https://www.econbiz.de/10013372994
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From data to action : empowering COVID-19 monitoring and forecasting with intelligent algorithms
Charles, Vincent; Mousavi, Seyed Muhammad Hossein; … - In: Journal of the Operational Research Society 75 (2024) 7, pp. 1261-1278
Persistent link: https://www.econbiz.de/10014555908
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A hybrid machine learning approach to hotel sales rank prediction
Srivastava, Praveen Ranjan; Eachempati, Prajwal; … - In: Journal of the Operational Research Society 74 (2023) 6, pp. 1407-1423
Persistent link: https://www.econbiz.de/10014335387
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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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Improving the predictive accuracy of production frontier models for efficiency measurement using machine learning : the LSB-MAFS method
Guillen, María D.; Aparicio, Juan; Zofío, José L.; … - In: Computers & operations research : an international journal 171 (2024), pp. 1-19
Persistent link: https://www.econbiz.de/10015066453