BUiD academic staff co- publishes a research paper in the Applied Soft Computing Journal

 

Dr Nahia Mourad, Assistant Professor of Mathematics, co- published a research paper with a group of researchers titled, ‘An In-depth Analysis of Ensemble Multi-Criteria Decision Making: A Comprehensive Guide to Terminology, Design, Applications, Evaluations, and Future Prospect’ in in the Applied Soft Computing Journal.

 

This study aims to clarify ensemble multi-criteria decision-making (MCDM) terminology, conduct a systematic literature review, and outline a roadmap for future research. Out of 730 articles, only 10 met criteria for ensemble MCDM techniques. Four main data extraction techniques were employed: defining MCDM terminology, mapping the literature, identifying ensemble decision-making techniques, and exploring ensemble levels within the MCDM framework. Three primary ensemble MCDM techniques emerged: statistical means, voting technique, and half-quadratic programming. The article provides codes, tutorials, and mathematical illustrations for future studies.

For full research : https://doi.org/10.1016/j.asoc.2024.112267

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