Vol. 1 No. 1 (2023): Marc: Idea: Future Research

Articles

• Data driven approach for stochastic DEA in machine learning and artificial intelligence to improve the accuracy, stability, and interpretability of the model

  Hengki Tamando Sihotang, Zhimin Huang, Aisyah Alesha

  01-04

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• Integrating the neural network into the stochastic DEA model

  Hengki Tamando Sihotang, J. Lavemaau, Fristi Riandari, Firta Sari Panjaitan, Sonya Enjelina Gorat, Juliana Batubara

  5-13

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• Efficient optimization algorithms for various machine learning tasks, including classification, regression, and clustering

  Hengki Tamando Sihotang, Marc Albert, Fristi Riandari, Larry Rendell

  14-24

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• MCDM methods to address sustainability challenges, such as climate change, resource management, and social justice

  Fristi Riandari, Marc Z. Albert, Stanley S. Rogoff

  25-38

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• Expert system approach to improve the accuracy of prediction and solution of various agricultural scenarios

  Tambun Sihotang, David A. Landgrebe, Firta Sari Panjaitan

  39-47

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