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Exploring the predictive potential of artificial neural networks in conjunction with DEA in railroad performance modeling

Kwon, He-Boong - In: International journal of production economics 183 (2017), pp. 159-170

Persistent link: https://www.econbiz.de/10011641032

An integrated framework for predicting the best financial performance of banks : evidence from Egypt

Mousa, Mohamed El-Sayed; Kamel, Mahmoud Abdelrahman - In: Journal of modelling in management 17 (2022) 3, pp. 964-986

Persistent link: https://www.econbiz.de/10013362681

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

Assessing and forecasting the efficiency of Russian banks (2000-2026) : a DEA, panel data, and Monte Carlo simulation approach

Abu-Alrop, Jalal - In: Russian journal of economics 11 (2025) 1, pp. 76-92

This study aims to evaluate the efficiency of Russian banks, identify the factors influencing it based on their size and ownership type, and forecast future trends in the banking sector. The analysis utilized data from 680 Russian banks over the period 2000-2023, employing Data Envelopment...

Persistent link: https://www.econbiz.de/10015396377

An adaptation of Random Forest to estimate convex non-parametric production technologies : an empirical illustration of efficiency measurement in education

España, Victor J.; Aparicio, Juan; Barber, Xavier - In: International transactions in operational research : a … 32 (2025) 5, pp. 2523-2546

Persistent link: https://www.econbiz.de/10015375682

A predictive DEA model for outlier detection

Yang, Mingwen; Wan, Guohua; Zheng, Eric - In: Journal of management analytics 1 (2014) 1, pp. 20-41

Persistent link: https://www.econbiz.de/10011729396

Measuring and forecasting regional environmental and economic efficiency in Italy

Carboni, Oliviero A.; Russu, Paolo - In: Applied economics 50 (2018) 4, pp. 335-353

Persistent link: https://www.econbiz.de/10011846934

Performance evaluation of BDI forecasting models cross efficiency, the directional distance function and the AVS utility function

Yu, Ming-miin; Bulut, Emrah - In: International journal of transport economics 46 (2019) 1/2, pp. 177-199

Persistent link: https://www.econbiz.de/10012041039

A graphically based machine learning approach to predict secondary schools performance in Tunisia

Rebai, Sonia; Ben Yahia, Fatma; Essid, Hédi - In: Socio-economic planning sciences : the international … 70 (2020), pp. 1-14

Persistent link: https://www.econbiz.de/10012242375

Project portfolio selection under uncertainty : a DEA methodology using predicted and actual frontiers

Hassan, Ahmad; Cook, Wade D. - In: Journal of management research 12 (2020) 3, pp. 58-71

Persistent link: https://www.econbiz.de/10012267293